From f898612f59c2d777e8023dd8e53c938abb8062d5 Mon Sep 17 00:00:00 2001 From: GeoSegun Date: Thu, 23 Oct 2025 00:45:34 +0100 Subject: [PATCH 01/12] vLLM-based LLM inference notebook that runs 7B-class models (like Mistral, Llama, and Gemma) on Saturn Cloud GPUs, enabling fast text generation, interactive prompt input, and scalable multi-GPU deployment --- .../nlp_and_llms/nvidia-vllm-7b/README.md | 69 +++++ .../nvidia-vllm-7b/nvidia_vllm_7b.ipynb | 255 ++++++++++++++++++ 2 files changed, 324 insertions(+) create mode 100644 examples/nlp_and_llms/nvidia-vllm-7b/README.md create mode 100644 examples/nlp_and_llms/nvidia-vllm-7b/nvidia_vllm_7b.ipynb diff --git a/examples/nlp_and_llms/nvidia-vllm-7b/README.md b/examples/nlp_and_llms/nvidia-vllm-7b/README.md new file mode 100644 index 00000000..503f7a73 --- /dev/null +++ b/examples/nlp_and_llms/nvidia-vllm-7b/README.md @@ -0,0 +1,69 @@ +# 🧠 LLM Inference with vLLM 7B + +**Saturn Cloud | GPU-Optimised Template** + +Run and serve large language models (LLMs) efficiently using **vLLM**, a high-performance inference and serving engine designed for speed and scalability. +This Saturn Cloud template demonstrates how to deploy **7B-class models** such as *Mistral*, *Llama*, or *Gemma* for text generation and interactive inference. + +--- + +## 🚀 Overview + +**vLLM** delivers lightning-fast text generation through techniques such as **PagedAttention**, **continuous batching**, and **quantisation**. +On **Saturn Cloud**, this notebook enables you to: + +* Deploy and test 7B-class LLMs for inference and serving. +* Scale seamlessly from a single GPU to **multi-GPU clusters**. +* Experiment interactively or integrate models into larger data-science pipelines. + +> ⚙ Fully compatible with Saturn Cloud’s managed GPU environments and ready for immediate use. + +--- + +## đŸ§© Features + +* **Pre-configured vLLM environment** for fast setup. +* **Support for NVIDIA GPUs** (A10G, A100) and multi-GPU scaling. +* **Quick-start workflow**: load, run, and test model prompts. +* **Local API-style inference** via vLLM’s serving engine. +* **Interactive prompt input** for experimentation. + +--- + +## 📋 Requirements + +* **Saturn Cloud account** with GPU instance access. +* Python ≄ 3.12 +* Compatible with **CUDA 12.0+** and **Transformers ≄ 4.40** + +All dependencies are pre-installed when running the notebook on Saturn Cloud. + +--- + +## 💡 Usage + +1. **Open the template** in Saturn Cloud. +2. **Select a GPU instance** (A10G or A100 recommended). +3. **Run the notebook cells sequentially** to: + + * Install dependencies + * Configure vLLM settings + * Load and test your model + * Input prompts interactively to generate text + +> For production, vLLM can also serve models as an **OpenAI-compatible API** using the `vllm serve` command. + +--- + +## 🧭 Learn More + +* [Saturn Cloud Documentation](https://saturncloud.io/docs/?utm_source=github&utm_medium=template) +* [Saturn Cloud Templates](https://saturncloud.io/templates/?utm_source=github&utm_medium=template) +* [vLLM Official Docs](https://docs.vllm.ai/en/latest/?utm_source=saturn&utm_medium=template) + +--- + +## 🏁 Conclusion + +This template provides a ready-to-run setup for **LLM inference with vLLM 7B on Saturn Cloud**, combining high performance, scalability, and ease of use. +Adapt it for experimentation, prototyping, or production-grade LLM deployments in your Saturn Cloud workspace. diff --git a/examples/nlp_and_llms/nvidia-vllm-7b/nvidia_vllm_7b.ipynb b/examples/nlp_and_llms/nvidia-vllm-7b/nvidia_vllm_7b.ipynb new file mode 100644 index 00000000..9c9dac42 --- /dev/null +++ b/examples/nlp_and_llms/nvidia-vllm-7b/nvidia_vllm_7b.ipynb @@ -0,0 +1,255 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": { + "id": "Es_w2TvemoO3" + }, + "source": [ + "# LLM Inference vLLM 7B\n", + "\n", + "![chat Bubbles](https://cdn-icons-png.flaticon.com/512/2076/2076246.png) ![GPU Illustration](https://cdn-icons-png.flaticon.com/512/4854/4854226.png)\n", + "\n", + "**vLLM** is a high-performance inference and serving engine for large language models, optimised for speed and scalability. It delivers efficient text generation through innovations such as **PagedAttention**,** continuous batching**, and support for **quantisation**.\n", + "\n", + "This is a template demonstrates on how to run **7B-class models** (e.g. Mistral, Llama, Gemma) on Saturn Cloud.\n", + "\n", + "On [Saturn Cloud](https://saturncloud.io), you can scale from a single NVIDIA GPU to multi-GPU clusters, enabling distributed inference for larger models or higher throughput workloads — all within a managed, GPU-ready environment." + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "1hhl8dEPmoO5" + }, + "source": [ + "## 1. Install dependencies\n", + "\n", + "\n", + "We install **vLLM** and **Transformers**. A recent NVIDIA CUDA runtime is recommended for best performance." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "xDTiLAdfmoO6" + }, + "outputs": [], + "source": [ + "!pip install -q jedi\n", + "!pip install -q vllm transformers\n", + "!pip install uv\n", + "!uv venv vllm-env -p 3.12\n", + "!source vllm-env/bin/activate && uv pip install vllm\n", + "!source vllm-env/bin/activate && pip install ipykernel\n", + "!python -m ipykernel install --user --name=vllm-env --display-name \"vLLM Env\"\n", + "\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "ehqOzc4hmoO8" + }, + "source": [ + "## 2. Environment check\n", + "\n", + "Verify the GPU is visible and print library versions. Confirm the environment is GPU-enabled." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "_A7AYnJmmoO9" + }, + "outputs": [], + "source": [ + "import torch, platform\n", + "import vllm, transformers\n", + "\n", + "cuda_ok = torch.cuda.is_available()\n", + "print(f\"✅ CUDA available: {cuda_ok}\")\n", + "if cuda_ok:\n", + " print(\"🧠 GPU:\", torch.cuda.get_device_name(0))\n", + "print(\"đŸ§© torch:\", torch.__version__)\n", + "print(\"đŸ§© vllm:\", vllm.__version__)\n", + "print(\"đŸ§© transformers:\", transformers.__version__)\n", + "print(\"🐍 python:\", platform.python_version())" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "Qpk7TkAhmoO-" + }, + "source": [ + "## 3. Select model and vLLM settings\n", + "\n", + "Choose a **7B** model from Hugging Face. The defaults below work with common, openly available options. If a model is gated, select a different one." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "Vujk0jtwmoO-" + }, + "outputs": [], + "source": [ + "# 🔧 Model & runtime config (edit these as needed)\n", + "MODEL_ID = \"mistralai/Mistral-7B-Instruct-v0.2\" # e.g., \"meta-llama/Llama-2-7b-chat-hf\", \"google/gemma-7b\"\n", + "DTYPE = \"auto\" # \"auto\", \"float16\", \"bfloat16\", \"float32\"\n", + "TENSOR_PARALLEL = 1 # single GPU = 1\n", + "GPU_MEMORY_UTIL = 0.90 # 0.6–0.95 depending on VRAM\n", + "MAX_MODEL_LEN = 8192 # context length (depends on model)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "gMjiJkoTmoPA" + }, + "source": [ + "## 4. Basic model inference\n", + "\n", + "Load the model with **vLLM** and generate text for one or more prompts using **SamplingParams** (temperature, top_p, max_tokens, etc.)." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "D7IXT5FWmoPB" + }, + "outputs": [], + "source": [ + "from vllm import LLM, SamplingParams\n", + "\n", + "print(\"⏳ Loading model (this may download weights on first run)...\")\n", + "llm = LLM(\n", + " model=MODEL_ID,\n", + " dtype=DTYPE,\n", + " tensor_parallel_size=TENSOR_PARALLEL,\n", + " gpu_memory_utilization=GPU_MEMORY_UTIL,\n", + " max_model_len=MAX_MODEL_LEN,\n", + ")\n", + "print(\"✅ Model loaded!\")\n" + ] + }, + { + "cell_type": "markdown", + "source": [ + "## 5. Sample prompts\n", + "\n", + "Use the customise Let's test the model using sample prompts." + ], + "metadata": { + "id": "yaaCIaOfDILx" + } + }, + { + "cell_type": "code", + "source": [ + "# Example prompts\n", + "prompts = [\n", + " \"You are a helpful assistant. Summarise why efficient attention helps LLM inference.\",\n", + " \"List three creative uses of a 7B model for education.\",\n", + "]\n", + "\n", + "# Sampling parameters\n", + "sampling = SamplingParams(\n", + " temperature=0.7,\n", + " top_p=0.9,\n", + " max_tokens=256,\n", + ")\n", + "\n", + "# Generate\n", + "outputs = llm.generate(prompts, sampling)\n", + "for out in outputs:\n", + " print(\"\\n---\")\n", + " print(\"Prompt:\", out.prompt)\n", + " print(\"Completion:\", out.outputs[0].text.strip())\n" + ], + "metadata": { + "id": "1s_ALheCCwfP" + }, + "execution_count": null, + "outputs": [] + }, + { + "cell_type": "markdown", + "source": [ + "## 6. User Custom Prompt Testing\n", + "\n", + "You can enter your prompt to test the model's chat capabilities here." + ], + "metadata": { + "id": "kaSLGm0_GL62" + } + }, + { + "cell_type": "code", + "source": [ + "# Helper function for quick generation\n", + "def generate_text(prompt, temperature=0.7, top_p=0.9, max_tokens=256):\n", + " params = SamplingParams(temperature=temperature, top_p=top_p, max_tokens=max_tokens)\n", + " result = llm.generate([prompt], params)[0].outputs[0].text\n", + " return result.strip()\n", + "\n", + "print(\"\\nQuick test:\")\n", + "new_Prompt = input(\"Enter a prompt: \")\n", + "print(generate_text(new_Prompt))\n", + "\n", + "\n", + "# print(generate_text(\"Explain what continuous batching means in vLLM.\"))" + ], + "metadata": { + "id": "AI9CELj5Ej5g" + }, + "execution_count": null, + "outputs": [] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "yJSF_-4FmoPD" + }, + "source": [ + "## 7. Conclusion\n", + "\n", + "You have successfully deployed and run a 7B-class Large Language Model using vLLM on Saturn Cloud. This template demonstrates how to perform high-speed inference, interact with your model via prompts, and scale seamlessly across single or multiple GPUs.\n", + "\n", + "\n", + "By using [Saturn Cloud’s GPU infrastructure](https://saturncloud.io/docs/user-guide/how-to/resources/), you can easily extend this workflow for larger models, API serving, or integrated data science pipelines — all within a managed, scalable environment designed for production-grade AI workloads. Visit [saturn cloud](https://saturncloud.io/) to easily deploy this model." + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "name": "python3" + }, + "language_info": { + "name": "python", + "version": "3.13.7", + "mimetype": "text/x-python", + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "pygments_lexer": "ipython3", + "nbconvert_exporter": "python", + "file_extension": ".py" + }, + "colab": { + "provenance": [], + "gpuType": "A100" + }, + "accelerator": "GPU" + }, + "nbformat": 4, + "nbformat_minor": 0 +} \ No newline at end of file From a3546f2f594e86f2af3deb11e5a1e2ce03e48d8d Mon Sep 17 00:00:00 2001 From: GeoSegun Date: Fri, 24 Oct 2025 11:56:14 +0100 Subject: [PATCH 02/12] Using lora to fine tuning model which help improves memory efficiency --- examples/nlp_and_llms/nvidia-lora/README.md | 12 ++++++++++++ examples/nlp_and_llms/nvidia-lora/nvidia_lora.ipynb | 1 + 2 files changed, 13 insertions(+) create mode 100644 examples/nlp_and_llms/nvidia-lora/README.md create mode 100644 examples/nlp_and_llms/nvidia-lora/nvidia_lora.ipynb diff --git a/examples/nlp_and_llms/nvidia-lora/README.md b/examples/nlp_and_llms/nvidia-lora/README.md new file mode 100644 index 00000000..38b24c71 --- /dev/null +++ b/examples/nlp_and_llms/nvidia-lora/README.md @@ -0,0 +1,12 @@ +# LoRA Fine-Tuning (PEFT + Transformers) + +![LoRA Fine-Tuning Header](https://cdn-icons-png.flaticon.com/512/8101/8101225.png) + +This template illustrates how **LoRA fine-tuning** can significantly reduce resource requirements while maintaining strong model performance. +By running it on **Saturn Cloud**, you benefit from a GPU-optimized, scalable environment that simplifies the entire fine-tuning workflow — from experimentation to production deployment. + +Learn more: + +* 🔗 [Saturn Cloud Documentation](https://saturncloud.io/docs/) +* 🔗 [Saturn Cloud Templates Gallery](https://saturncloud.io/resources/templates/) +* 🔗 [PEFT Library (Hugging Face)](https://huggingface.co/docs/peft/index) diff --git a/examples/nlp_and_llms/nvidia-lora/nvidia_lora.ipynb b/examples/nlp_and_llms/nvidia-lora/nvidia_lora.ipynb new file mode 100644 index 00000000..4ac2ecd0 --- /dev/null +++ b/examples/nlp_and_llms/nvidia-lora/nvidia_lora.ipynb @@ -0,0 +1 @@ +{"cells":[{"cell_type":"markdown","id":"0c21f79d","metadata":{"id":"0c21f79d"},"source":["# LoRA Fine-Tuning\n","\n","![](https://miro.medium.com/v2/resize:fit:700/1*bwbhjqxxC6IPKGxnmpVlwg.png)\n","\n","This example template demonstrates **parameter-efficient fine-tuning (PEFT)** using **LoRA (Low-Rank Adaptation)** with the FLAN-T5 model on a free public dataset (SAMSum) for summarization.\n","\n","This provides a lightweight, GPU-friendly workflow that runs fully offline — no API keys required. The notebook guides you through each step: loading data, applying LoRA adapters, fine-tuning, evaluating, and saving your model for reuse.\n","\n","On [Saturn Cloud](https://saturncloud.io), you can scale from a single NVIDIA GPU to multi-GPU clusters, enabling distributed inference for larger models or higher throughput workloads — all within a managed, GPU-ready environment."]},{"cell_type":"markdown","id":"572d0e23-b689-4be9-999b-a5da2f670d90","metadata":{"id":"572d0e23-b689-4be9-999b-a5da2f670d90"},"source":["## Install dependencies"]},{"cell_type":"code","execution_count":10,"id":"982862db-82e2-4c70-9221-3ed04c03aad3","metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"982862db-82e2-4c70-9221-3ed04c03aad3","executionInfo":{"status":"ok","timestamp":1761300519635,"user_tz":-60,"elapsed":444023,"user":{"displayName":"Durojaye Olusegun","userId":"09188621512197003284"}},"outputId":"3779bc45-2105-4f23-ab71-65ad97e06f29"},"outputs":[{"output_type":"stream","name":"stdout","text":["\u001b[1m\u001b[33mwarning\u001b[39m\u001b[0m\u001b[1m:\u001b[0m \u001b[1mThe `--system` flag has no effect, a system Python interpreter is always used in `uv venv`\u001b[0m\n","Using CPython 3.12.12 interpreter at: \u001b[36m/usr/bin/python3\u001b[39m\n","Creating virtual environment at: \u001b[36mlora-env\u001b[39m\n","\u001b[33m?\u001b[0m \u001b[1mA virtual environment already exists at `lora-env`. Do you want to replace it?\u001b[0m \u001b[38;5;8m[y/n]\u001b[0m \u001b[38;5;8mâ€ș\u001b[0m \u001b[36myes\u001b[0m\n","\n","\u001b[0J\u001b[32m✔\u001b[0m \u001b[1mA virtual environment already exists at `lora-env`. Do you want to replace it?\u001b[0m \u001b[38;5;8m·\u001b[0m \u001b[36myes\u001b[0m\n","\u001b[?25hActivate with: \u001b[32msource lora-env/bin/activate\u001b[39m\n","0.00s - Debugger warning: It seems that frozen modules are being used, which may\n","0.00s - make the debugger miss breakpoints. Please pass -Xfrozen_modules=off\n","0.00s - to python to disable frozen modules.\n","0.00s - Note: Debugging will proceed. Set PYDEVD_DISABLE_FILE_VALIDATION=1 to disable this validation.\n","Installed kernelspec lora-env in /root/.local/share/jupyter/kernels/lora-env\n"]}],"source":["# Step 1: Install UV (fast, modern package manager)\n","!pip install -q uv\n","# Step 2: Create a clean environment with Python 3.12\n","!uv venv lora-env -p 3.12\n","\n","# Step 3: Activate and install all required libraries inside it\n","!source lora-env/bin/activate && uv pip install -q torch transformers datasets peft accelerate evaluate bitsandbytes jedi\n","\n","# Step 4: Add the environment as a selectable Jupyter kernel\n","!source lora-env/bin/activate && pip install -q ipykernel\n","!python -m ipykernel install --user --name=lora-env --display-name \"LoRA Fine-Tune Env\"\n","\n","# (Optional fallback for environments without bitsandbytes)\n","try:\n"," import bitsandbytes\n","except Exception:\n"," print(\"⚠ bitsandbytes not available — skipping GPU quantisation support.\")\n","\n","\n","!pip install -q --upgrade \\\n"," sentencepiece \\\n"," protobuf \\\n"," tqdm"]},{"cell_type":"markdown","id":"c12336a1-ae67-4f40-8bcc-df3b5ce9c404","metadata":{"id":"c12336a1-ae67-4f40-8bcc-df3b5ce9c404"},"source":["Download and prepares the GovReport Summarization dataset from `Hugging Face (ccdv/govreport-summarization)`. The dataset contains long government reports paired with their human-written summaries, making it suitable for text summarization tasks."]},{"cell_type":"code","execution_count":11,"id":"3b6f4321-71f6-4358-bce8-7665b0c3e560","metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"3b6f4321-71f6-4358-bce8-7665b0c3e560","executionInfo":{"status":"ok","timestamp":1761300520639,"user_tz":-60,"elapsed":978,"user":{"displayName":"Durojaye Olusegun","userId":"09188621512197003284"}},"outputId":"c9ff928c-0bff-4a54-ec94-3b4301bf0b45"},"outputs":[{"output_type":"stream","name":"stdout","text":["⏳ Downloading dataset: ccdv/govreport-summarization\n","✅ Dataset ready (govreport-summarization)\n"]}],"source":["from datasets import load_dataset, Dataset\n","import pandas as pd\n","\n","print(\"⏳ Downloading dataset: ccdv/govreport-summarization\")\n","ds = load_dataset(\"ccdv/govreport-summarization\")\n","train_ds = ds[\"train\"].select(range(1000))\n","eval_ds = ds[\"validation\"].select(range(200))\n","TEXT_COL, TARGET_COL = \"report\", \"summary\"\n","print(\"✅ Dataset ready (govreport-summarization)\")"]},{"cell_type":"markdown","id":"0dd28e48-64a4-4133-8310-e9aed982e595","metadata":{"id":"0dd28e48-64a4-4133-8310-e9aed982e595"},"source":["Loads the **FLAN-T5-Small model** and its tokenizer from Hugging Face. The tokenizer converts text into numerical tokens the model can understand, while the model itself (a sequence-to-sequence language model) performs tasks such as summarization or text generation."]},{"cell_type":"code","execution_count":12,"id":"1b080fd4-c153-4657-8642-bdb858a3f5e9","metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"1b080fd4-c153-4657-8642-bdb858a3f5e9","executionInfo":{"status":"ok","timestamp":1761300521822,"user_tz":-60,"elapsed":1174,"user":{"displayName":"Durojaye Olusegun","userId":"09188621512197003284"}},"outputId":"bef9cc71-31d4-41fb-eaca-6d63312e5379"},"outputs":[{"output_type":"stream","name":"stdout","text":["⏳ Loading model: google/flan-t5-small\n","✅ Model and tokenizer loaded successfully!\n","Tokenizer vocab size: 32100\n"]}],"source":["from transformers import AutoTokenizer, AutoModelForSeq2SeqLM\n","\n","model_name = \"google/flan-t5-small\"\n","print(f\"⏳ Loading model: {model_name}\")\n","\n","tokenizer = AutoTokenizer.from_pretrained(model_name)\n","model = AutoModelForSeq2SeqLM.from_pretrained(model_name)\n","\n","print(\"✅ Model and tokenizer loaded successfully!\")\n","print(\"Tokenizer vocab size:\", len(tokenizer))\n"]},{"cell_type":"markdown","source":["Adding LoRA (Low-Rank Adaptation) adapter to the base model using PEFT (Parameter-Efficient Fine-Tuning). Instead of updating all model parameters, LoRA inserts lightweight adapter layers that learn task-specific updates—making fine-tuning faster and more memory-efficient."],"metadata":{"id":"KhKaRIjZom1R"},"id":"KhKaRIjZom1R"},{"cell_type":"code","execution_count":13,"id":"d5f3740d-76c3-4f76-92ee-c61dcbed3144","metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"d5f3740d-76c3-4f76-92ee-c61dcbed3144","executionInfo":{"status":"ok","timestamp":1761300521858,"user_tz":-60,"elapsed":19,"user":{"displayName":"Durojaye Olusegun","userId":"09188621512197003284"}},"outputId":"5ff20b33-214e-4a15-9338-3a7aac5fdd31"},"outputs":[{"output_type":"stream","name":"stdout","text":["✅ LoRA adapter added successfully!\n","trainable params: 688,128 || all params: 77,649,280 || trainable%: 0.8862\n"]}],"source":["from peft import LoraConfig, get_peft_model\n","\n","# LoRA configuration\n","lora_config = LoraConfig(\n"," r=16, # rank\n"," lora_alpha=32, # scaling factor\n"," lora_dropout=0.05, # dropout for regularisation\n"," bias=\"none\",\n"," task_type=\"SEQ_2_SEQ_LM\" # T5-style sequence-to-sequence\n",")\n","\n","# Apply adapter to model\n","model = get_peft_model(model, lora_config)\n","\n","# Print summary\n","print(\"✅ LoRA adapter added successfully!\")\n","model.print_trainable_parameters()\n"]},{"cell_type":"markdown","source":["Prepare the text data for training by converting it into numerical tokens that the model can process."],"metadata":{"id":"dLitVvFvo5vn"},"id":"dLitVvFvo5vn"},{"cell_type":"code","execution_count":14,"id":"93fa696d-a672-4ad3-8343-73f8ebc71c7a","metadata":{"colab":{"base_uri":"https://localhost:8080/","height":121,"referenced_widgets":["9db3a5ac0dd84249a2b236b96c58aad8","2c821f95cbf94e6f972651544b51bacf","69e89bf8eace41aa850498fd3fd61f99","3aaca7366ecb47d8b4ac27b6301aa91b","48ba285de8364e65a380add6e08e4d69","29dfb08a2a1d43b3878cb8a98b285b09","4edaefbb46844f8ba1583f63c20f9ccf","168534f6a2f3457b8dfa29da5aa15d6a","3e54568d0ae94350a1a461a6b1cc3423","bd8316fe2cc24289bf8d39ab6f065e43","d802453c7a484c89897a30b8ddde157b"]},"id":"93fa696d-a672-4ad3-8343-73f8ebc71c7a","executionInfo":{"status":"ok","timestamp":1761300535524,"user_tz":-60,"elapsed":13642,"user":{"displayName":"Durojaye Olusegun","userId":"09188621512197003284"}},"outputId":"e9c09e29-4170-4e06-e229-5b7b5f002740"},"outputs":[{"output_type":"display_data","data":{"text/plain":["Map: 0%| | 0/200 [00:00"],"text/html":["\n","
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"]},"metadata":{}},{"output_type":"stream","name":"stdout","text":["✅ Training complete!\n"]}],"source":["import torch\n","from transformers import DataCollatorForSeq2Seq, Seq2SeqTrainingArguments, Seq2SeqTrainer\n","\n","# Prepare data collator\n","data_collator = DataCollatorForSeq2Seq(tokenizer, model=model)\n","\n","# Define training arguments\n","args = Seq2SeqTrainingArguments(\n"," output_dir=\"outputs-lora\",\n"," per_device_train_batch_size=2,\n"," per_device_eval_batch_size=2,\n"," learning_rate=2e-4,\n"," num_train_epochs=1,\n"," save_strategy=\"epoch\",\n"," logging_steps=25,\n"," predict_with_generate=True,\n"," fp16=torch.cuda.is_available(), # Use mixed precision if GPU supports it\n"," report_to=[], # disables online tracking (no API needed)\n",")\n","\n","# Initialise trainer\n","trainer = Seq2SeqTrainer(\n"," model=model,\n"," args=args,\n"," train_dataset=train_tok,\n"," eval_dataset=eval_tok,\n"," tokenizer=tokenizer,\n"," data_collator=data_collator,\n",")\n","\n","print(\"🚀 Starting fine-tuning
\")\n","trainer.train()\n","print(\"✅ Training complete!\")"]},{"cell_type":"markdown","id":"cb3261ba-fd89-42f8-8cbc-b9391b859ee6","metadata":{"id":"cb3261ba-fd89-42f8-8cbc-b9391b859ee6"},"source":["Let's test the fine-tuned model to verify that it can generate meaningful summaries. It performs a full inference pass using the model and tokenizer."]},{"cell_type":"code","execution_count":16,"id":"f86f32e1-49c1-426e-b013-3156cb6d6e4f","metadata":{"jp-MarkdownHeadingCollapsed":true,"colab":{"base_uri":"https://localhost:8080/"},"id":"f86f32e1-49c1-426e-b013-3156cb6d6e4f","executionInfo":{"status":"ok","timestamp":1761300634308,"user_tz":-60,"elapsed":233,"user":{"displayName":"Durojaye Olusegun","userId":"09188621512197003284"}},"outputId":"057ca513-731d-438a-a6d3-c41225bfa966"},"outputs":[{"output_type":"stream","name":"stdout","text":["\n","🧠 Fine-tuned Model Output:\n","\n","Bob and Alice discuss the museum's history.\n"]}],"source":["test_input = \"Write a brief summary: Alice and Bob discussed weekend plans. Bob suggested hiking, but Alice preferred visiting the museum.\"\n","\n","# Tokenise and move to model device\n","inputs = tokenizer(test_input, return_tensors=\"pt\", truncation=True, padding=True).to(model.device)\n","\n","# Generate output\n","outputs = model.generate(**inputs, max_new_tokens=80)\n","\n","# Decode and display\n","print(\"\\n🧠 Fine-tuned Model Output:\\n\")\n","print(tokenizer.decode(outputs[0], skip_special_tokens=True))\n"]},{"cell_type":"markdown","id":"3ee4b6cb-1684-49ca-9cc2-74609bf610bd","metadata":{"id":"3ee4b6cb-1684-49ca-9cc2-74609bf610bd"},"source":["This allows interactively test the fine-tuned model with your own custom input."]},{"cell_type":"code","execution_count":17,"id":"3bad36a0-89b4-484d-953c-7371d83cfff6","metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"3bad36a0-89b4-484d-953c-7371d83cfff6","executionInfo":{"status":"ok","timestamp":1761300740710,"user_tz":-60,"elapsed":106374,"user":{"displayName":"Durojaye Olusegun","userId":"09188621512197003284"}},"outputId":"cee233ae-58d2-42ac-90a9-3e49430bc355"},"outputs":[{"output_type":"stream","name":"stdout","text":["💬 Try your own prompt!\n","\n","Enter a text or paragraph you'd like the model to summarise: what is it doing \n","\n","đŸ§© Model Output:\n","\n","It is doing it doing it doing it\n"]}],"source":["print(\"💬 Try your own prompt!\")\n","\n","user_prompt = input(\"\\nEnter a text or paragraph you'd like the model to summarise: \")\n","\n","# Tokenise user prompt\n","inputs = tokenizer(user_prompt, return_tensors=\"pt\", truncation=True, padding=True).to(model.device)\n","\n","# Generate output\n","outputs = model.generate(**inputs, max_new_tokens=80)\n","\n","# Decode and print\n","print(\"\\nđŸ§© Model Output:\\n\")\n","print(tokenizer.decode(outputs[0], skip_special_tokens=True))\n"]},{"cell_type":"markdown","id":"a0a3c84e-2d27-46ad-9356-95e2ef9a598b","metadata":{"id":"a0a3c84e-2d27-46ad-9356-95e2ef9a598b"},"source":["In this template, you fine-tuned **Google’s FLAN-T5-Small** model using **LoRA (Low-Rank Adaptation)** with the **PEFT** library — a modern, lightweight approach to large language model adaptation.\n","\n","Running this workflow on **Saturn Cloud** makes it both **scalable and cost-effective**. Saturn Cloud’s managed infrastructure allows you to:\n","\n","* Start with a **single NVIDIA GPU** for experimentation and scale up to multi-GPU clusters for larger models.\n","* Collaborate across teams easily through shared Jupyter environments.\n","* Integrate this fine-tuning workflow into production pipelines for enterprise-ready deployment.\n","\n","By using this template, you now have a complete, ready-to-run foundation for **adapter-based fine-tuning** in Saturn Cloud — ideal for tasks like summarisation, translation, or instruction-following with minimal resource use.\n","\n","To continue exploring, check out:\n","\n","* [Saturn Cloud Documentation](https://saturncloud.io/docs/) — for advanced configuration and GPU scaling.\n","* [Saturn Cloud Templates](https://saturncloud.io/resources/templates/) — for more examples of ML, LLM, and data science workflows."]}],"metadata":{"kernelspec":{"display_name":"Python 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\ No newline at end of file From 94206db58d93ef77a587c43768e3715e0be66871 Mon Sep 17 00:00:00 2001 From: GeoSegun Date: Wed, 5 Nov 2025 12:38:48 +0100 Subject: [PATCH 03/12] RAG mini template for Q & A --- .../nlp_and_llms/nvidia-rag-mini/README.md | 222 ++++++++++++++++++ .../nvidia-rag-mini/data/saturndoc.txt | 5 + .../nlp_and_llms/nvidia-rag-mini/rag-api.py | 17 ++ .../nvidia-rag-mini/rag_machine.py | 114 +++++++++ .../nvidia-rag-mini/requirements.txt | 7 + 5 files changed, 365 insertions(+) create mode 100644 examples/nlp_and_llms/nvidia-rag-mini/README.md create mode 100644 examples/nlp_and_llms/nvidia-rag-mini/data/saturndoc.txt create mode 100644 examples/nlp_and_llms/nvidia-rag-mini/rag-api.py create mode 100644 examples/nlp_and_llms/nvidia-rag-mini/rag_machine.py create mode 100644 examples/nlp_and_llms/nvidia-rag-mini/requirements.txt diff --git a/examples/nlp_and_llms/nvidia-rag-mini/README.md b/examples/nlp_and_llms/nvidia-rag-mini/README.md new file mode 100644 index 00000000..aa22e6d3 --- /dev/null +++ b/examples/nlp_and_llms/nvidia-rag-mini/README.md @@ -0,0 +1,222 @@ +# 🧠 RAG Mini Docs Q&A + +A lightweight **Retrieval-Augmented Generation (RAG)** system that lets you drop `.txt` files into a folder and ask natural-language questions about them. + +This template combines: + +* **SentenceTransformers** for document embeddings +* **ChromaDB** for vector storage & retrieval +* **đŸ€— Transformers (FLAN-T5)** for answer generation +* **FastAPI** for serving an interactive Q&A API + +Designed for fast prototyping and educational use on **[Saturn Cloud](https://saturncloud.io/)**. + +--- + +## 🚀 1. Get Started – Understand the Folder Layout + +Before you start coding, review the project structure below. +Each file serves a clear role; ensure you’re working from the correct one. + +``` +NVIDIA_RAG-MINI/ +├─ data/ # Folder for your .txt documents +│ └─ saturndoc.txt # Sample document included for testing +├─ rag_machine.py # Core logic: embeddings, Chroma, QA engine +├─ rag-api.py # REST API built with FastAPI +└─ requirements.txt +``` + +👉 **Action:** Create or upload `.txt` files into the `data/` folder before running the template. +A sample file named **`saturndoc.txt`** is already included — you can use it immediately to test model training and query responses. + +--- + +## đŸ§© 2. Set Up the Environment + +To run this project, you’ll need Python ≄ 3.10. +If you’re using **Saturn Cloud**, create a new environment and install dependencies from `requirements.txt`. + +### ✍ Step-by-step + +```bash +# (optional) create a fresh virtual environment +python -m venv rag-env +source rag-env/bin/activate # or .\rag-env\Scripts\activate on Windows + +# install dependencies +pip install -r requirements.txt +``` + +### 📩 requirements.txt + +```text +torch>=2.2.0 +transformers>=4.44.0 +sentence-transformers>=3.0.0 +chromadb>=0.5.0 +fastapi>=0.115.0 +uvicorn[standard]>=0.30.0 +pydantic>=2.7.0 +tqdm>=4.66.0 +``` + +👉 **Action:** Run the install command inside your active environment before executing any Python file. + +--- + +## ⚙ 3. Configure Models and Paths + +All configuration happens inside **`rag_machine.py`**. +Defaults are already suitable for most cases: + +```python +CHROMA_DIR = "rag_chroma_store" # Persistent database for embeddings +DATA_DIR = Path("data") # Directory containing your .txt files +EMBED_MODEL = "sentence-transformers/all-MiniLM-L6-v2" +LLM_MODEL = "google/flan-t5-base" +``` + +👉 **Action:** +If you want faster inference, you can change `LLM_MODEL` to `google/flan-t5-small`. +If you have a GPU, keep `flan-t5-base` or try `flan-t5-large`. + +--- + +## đŸ’» 4. Run in CLI Mode – Test the RAG Machine + +Use this mode for quick experimentation. +The script loads models, indexes your `.txt` files, and opens an interactive prompt. + +```bash +python rag_machine.py +``` + +You’ll see output similar to: + +``` +🧠 Starting RAG Machine (Transformers + Chroma)... +♻ Reindexing documents... +📚 Indexing 5 documents... +✅ Indexed 5 documents successfully. +📊 Current collection size: 5 documents +❓ Enter your question (or 'exit'): +``` + +👉 **Action:** +Type a question like +`What is this project about?` +and the model will respond based on your documents. + +> You can use the included **`saturndoc.txt`** file for your first run — it’s already in the `data/` folder and serves as a ready-made example for testing and model training. + +--- + +## 🌐 5. Run as an API – Serve Questions via HTTP + +Now, let’s turn your RAG engine into a service. +Start the FastAPI server with Uvicorn: + +```bash +uvicorn rag-api:app --reload +``` + +Once running, open your browser at [http://127.0.0.1:8000/docs](http://127.0.0.1:8000/docs) +to explore the built-in Swagger interface. + +### 🧭 Endpoints + +| Endpoint | Method | Description | +| ---------------------- | ------ | -------------------------------------------------- | +| `/query` | POST | Submit a question and get an answer | +| `/reload` *(optional)* | POST | Reindex `.txt` files without restarting the server | + +### Example Query + +```bash +curl -X POST "http://127.0.0.1:8000/query" \ + -H "Content-Type: application/json" \ + -d "{\"query\": \"What does the onboarding doc say?\"}" +``` + +Response: + +```json +{ + "result": "The onboarding doc explains the project setup and data structure." +} +``` + +👉 **Action:** Use `/query` to test, and `/reload` whenever you add new `.txt` files. + +--- + +## 🔍 6. How It Works (Conceptually) + +1. **Document Loading** – Reads all `.txt` files from `data/`. +2. **Embedding Generation** – Converts text into dense vectors using SentenceTransformers. +3. **Vector Storage** – Saves these embeddings persistently in **ChromaDB** (`rag_chroma_store/`). +4. **Retrieval** – Finds the most relevant text chunks for your query. +5. **LLM Answering** – Passes retrieved context + query into **FLAN-T5** to generate the final answer. + +👉 **Action:** Skim through `rag_machine.py` to see how each step is implemented—you can easily swap models or add chunking later. + +--- + +## 🔁 7. Reindex vs Reuse + +* **`reindex=True`** → Clears and rebuilds embeddings from scratch +* **`reindex=False`** → Loads existing persistent store (faster) + +```python +index_documents(reindex=True) # rebuild everything +index_documents(reindex=False) # reuse old vectors +``` + +👉 **Action:** +Use reindexing only after you add or update text files in `data/`. +The included **`saturndoc.txt`** is already indexed by default when you run the script for the first time — so you can test immediately without adding new documents. + +--- + +## đŸ§© 8. Best Practices + +* Keep each text file focused on one topic for cleaner retrieval. +* For long documents, consider manually splitting them into sections. +* If using CPU only, choose smaller models for faster inference. +* Delete the `rag_chroma_store/` folder to fully reset the database. + +--- + +## đŸ›°ïž 9. Deploying on Saturn Cloud + +You can easily host this on **Saturn Cloud**: + +1. Create a new Jupyter or VS Code resource. +2. Upload this project folder. +3. Install requirements: + + ```bash + pip install -r requirements.txt + ``` +4. Run `python rag_machine.py` to test indexing. +5. Launch the API: + + ```bash + uvicorn rag-api:app --host 0.0.0.0 --port 8000 + ``` +6. Expose port **8000** in your Saturn environment to access it externally. + +👉 Learn more about Saturn Cloud and GPU-accelerated workflows at **[https://saturncloud.io](https://saturncloud.io)** + +--- + +## 🙌 Credits + +Built with ❀ using: + +* đŸ€— **Transformers** +* 🧠 **SentenceTransformers** +* đŸ’Ÿ **ChromaDB** +* ⚡ **FastAPI** +* and hosted proudly on **[Saturn Cloud](https://saturncloud.io/)** \ No newline at end of file diff --git a/examples/nlp_and_llms/nvidia-rag-mini/data/saturndoc.txt b/examples/nlp_and_llms/nvidia-rag-mini/data/saturndoc.txt new file mode 100644 index 00000000..f9375715 --- /dev/null +++ b/examples/nlp_and_llms/nvidia-rag-mini/data/saturndoc.txt @@ -0,0 +1,5 @@ +Saturn Cloud provides a scalable cloud platform for data science and machine learning. +It supports Jupyter environments, Dask clusters, and GPU-powered instances. +Users can collaborate on notebooks, deploy APIs, and run scheduled jobs. +You can also fine-tune large language models and deploy them with minimal effort. +Saturn Cloud offers integrations with Hugging Face, AWS, and GitHub. \ No newline at end of file diff --git a/examples/nlp_and_llms/nvidia-rag-mini/rag-api.py b/examples/nlp_and_llms/nvidia-rag-mini/rag-api.py new file mode 100644 index 00000000..aa072e79 --- /dev/null +++ b/examples/nlp_and_llms/nvidia-rag-mini/rag-api.py @@ -0,0 +1,17 @@ +from fastapi import FastAPI +from pydantic import BaseModel +from rag_machine import query_docs, index_documents + +app = FastAPI(title="RAG Mini Docs Q&A") + +class QueryRequest(BaseModel): + query: str + +@app.on_event("startup") +def startup_event(): + index_documents(reindex=False) + +@app.post("/query") +def query(req: QueryRequest): + answer = query_docs(req.query) + return {"result": answer} diff --git a/examples/nlp_and_llms/nvidia-rag-mini/rag_machine.py b/examples/nlp_and_llms/nvidia-rag-mini/rag_machine.py new file mode 100644 index 00000000..5721867a --- /dev/null +++ b/examples/nlp_and_llms/nvidia-rag-mini/rag_machine.py @@ -0,0 +1,114 @@ +# rag_machine.py +from pathlib import Path +import os +import torch +from sentence_transformers import SentenceTransformer +from transformers import AutoTokenizer, AutoModelForSeq2SeqLM +import chromadb + +# -------------------------- +# 🔧 Configuration +# -------------------------- +CHROMA_DIR = "rag_chroma_store" +DATA_DIR = Path("data") +EMBED_MODEL = "sentence-transformers/all-MiniLM-L6-v2" +LLM_MODEL = "google/flan-t5-base" + +os.environ["TOKENIZERS_PARALLELISM"] = "false" + +DATA_DIR.mkdir(exist_ok=True) +Path(CHROMA_DIR).mkdir(exist_ok=True) + +# -------------------------- +# ⚙ Initialize Components +# -------------------------- +print("🚀 Loading models...") +embedder = SentenceTransformer(EMBED_MODEL) +tokenizer = AutoTokenizer.from_pretrained(LLM_MODEL) +llm = AutoModelForSeq2SeqLM.from_pretrained(LLM_MODEL) + +client = chromadb.PersistentClient(path=CHROMA_DIR) +collection = client.get_or_create_collection("rag_docs") + +# -------------------------- +# 📚 Document Loader +# -------------------------- +def load_all_documents(data_dir: Path): + docs = [] + for file in data_dir.glob("*.txt"): + with open(file, "r", encoding="utf-8") as f: + text = f.read().strip() + if text: + docs.append({"file": file.name, "text": text}) + print(f"📄 Loaded: {file.name}") + return docs + +# -------------------------- +# 🔱 Index Documents +# -------------------------- +def index_documents(reindex: bool = False): + """Rebuild or load existing document embeddings.""" + if reindex: + print("♻ Reindexing documents...") + try: + collection.reset() + print("đŸ§č Cleared existing collection.") + except AttributeError: + ids = collection.get()["ids"] + if ids: + collection.delete(ids=ids) + print("đŸ§č Deleted existing documents manually.") + + docs = load_all_documents(DATA_DIR) + for i, d in enumerate(docs): + emb = embedder.encode(d["text"]) + collection.add( + ids=[str(i)], + documents=[d["text"]], + embeddings=[emb.tolist()], + metadatas=[{"source": d["file"]}], + ) + print("✅ Documents reindexed and stored in Chroma.") + else: + print("📩 Using existing Chroma store.") + + +# -------------------------- +# 🔍 Query System +# -------------------------- +def query_docs(question: str, top_k: int = 3): + """Retrieve top-k relevant docs and generate an answer.""" + print(f"\n🔍 Question: {question}") + + # Embed the query and search + q_emb = embedder.encode(question).tolist() + results = collection.query(query_embeddings=[q_emb], n_results=top_k) + + if not results["documents"]: + return "No relevant documents found." + + context = "\n".join(results["documents"][0]) + prompt = f"Answer based on the following context:\n{context}\n\nQuestion: {question}" + + inputs = tokenizer(prompt, return_tensors="pt", truncation=True) + outputs = llm.generate(**inputs, max_length=512) + answer = tokenizer.decode(outputs[0], skip_special_tokens=True) + + return answer + +# -------------------------- +# đŸ§Ș CLI Test Mode +# -------------------------- +if __name__ == "__main__": + print("🧠 Starting RAG Machine (Transformers + Chroma)...") + index_documents(reindex=True) + + while True: + q = input("\n❓ Enter your question (or 'exit'): ").strip() + if q.lower() == "exit": + break + try: + ans = query_docs(q) + print(f"\n💬 {ans}\n") + except Exception as e: + print(f"⚠ Error: {e}") diff --git a/examples/nlp_and_llms/nvidia-rag-mini/requirements.txt b/examples/nlp_and_llms/nvidia-rag-mini/requirements.txt new file mode 100644 index 00000000..624f58dd --- /dev/null +++ b/examples/nlp_and_llms/nvidia-rag-mini/requirements.txt @@ -0,0 +1,7 @@ +torch>=2.2.0 +transformers>=4.44.0 +sentence-transformers>=3.0.0 +chromadb>=0.5.0 +fastapi>=0.115.0 +uvicorn[standard]>=0.30.0 +pydantic>=2.7.0 From 1a7ad3aab08cdc16264764b442ef7dc09eaddde5 Mon Sep 17 00:00:00 2001 From: GeoSegun Date: Thu, 6 Nov 2025 13:07:52 +0100 Subject: [PATCH 04/12] template on fastAPI embeddings for fast search retrieval --- .../FastAPI_Embeddings_Service.ipynb | 342 ++++++++++++++++++ .../nvidia-embeddings-api/README.md | 121 +++++++ 2 files changed, 463 insertions(+) create mode 100644 examples/nlp_and_llms/nvidia-embeddings-api/FastAPI_Embeddings_Service.ipynb create mode 100644 examples/nlp_and_llms/nvidia-embeddings-api/README.md diff --git a/examples/nlp_and_llms/nvidia-embeddings-api/FastAPI_Embeddings_Service.ipynb b/examples/nlp_and_llms/nvidia-embeddings-api/FastAPI_Embeddings_Service.ipynb new file mode 100644 index 00000000..2a85703b --- /dev/null +++ b/examples/nlp_and_llms/nvidia-embeddings-api/FastAPI_Embeddings_Service.ipynb @@ -0,0 +1,342 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "47a1df64", + "metadata": {}, + "source": [ + "# ⚡ FastAPI Embeddings Service (FAISS + Transformers)\n", + "A Jupyter notebook template demonstrating how to build a lightweight embeddings and semantic search API using FastAPI, FAISS, and Transformers — all running interactively within Saturn Cloud." + ] + }, + { + "cell_type": "markdown", + "id": "aa72bf72", + "metadata": {}, + "source": [ + "## 🧠 Overview\n", + "This notebook walks you through building a FastAPI-based Embeddings Service that:\n", + "- Generates text embeddings using a Transformer model\n", + "- Stores them in a FAISS index for similarity search\n", + "- Exposes both embedding and search endpoints via FastAPI\n", + "\n", + "You’ll be able to:\n", + "- Add texts to the API dynamically\n", + "- Perform semantic similarity queries\n", + "- Test everything live inside a notebook\n", + "\n", + "This is perfect for quickly prototyping or demonstrating retrieval-based workflows on [Saturn Cloud](https://saturncloud.io/)." + ] + }, + { + "cell_type": "markdown", + "id": "c13ddc05", + "metadata": {}, + "source": [ + "## ⚙ 1. Install Dependencies" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "a9029b37", + "metadata": {}, + "outputs": [], + "source": [ + "!pip install torch transformers sentence-transformers faiss-cpu fastapi uvicorn[standard] pydantic requests numpy" + ] + }, + { + "cell_type": "markdown", + "id": "ff652f07", + "metadata": {}, + "source": [ + "## đŸ§© 2. Load Embedding Model and Initialize FAISS" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "0c2641fe", + "metadata": {}, + "outputs": [], + "source": [ + "from sentence_transformers import SentenceTransformer\n", + "import faiss\n", + "import numpy as np\n", + "\n", + "print('🔧 Loading embedding model...')\n", + "model = SentenceTransformer('all-MiniLM-L6-v2', device='cpu')\n", + "embedding_dim = model.get_sentence_embedding_dimension()\n", + "print(f'✅ Model loaded — Embedding dimension: {embedding_dim}')\n", + "\n", + "# Initialize FAISS (L2 distance)\n", + "index = faiss.IndexFlatL2(embedding_dim)\n", + "texts = []" + ] + }, + { + "cell_type": "markdown", + "id": "7b298c16", + "metadata": {}, + "source": [ + "## 🧠 3. Define Core Embedding and Search Functions" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "ad6d70e3", + "metadata": {}, + "outputs": [], + "source": [ + "def add_text(text: str):\n", + " vector = model.encode([text])[0]\n", + " index.add(np.array([vector]).astype('float32'))\n", + " texts.append(text)\n", + " return {'message': 'Text added successfully.', 'total_texts': len(texts)}\n", + "\n", + "def search_texts(query: str, top_k: int = 3):\n", + " if len(texts) == 0:\n", + " return {'error': 'No texts in index. Please add some first.'}\n", + "\n", + " query_vector = model.encode([query])[0]\n", + " D, I = index.search(np.array([query_vector]).astype('float32'), top_k)\n", + " results = [{'text': texts[i], 'distance': float(D[0][j])} for j, i in enumerate(I[0])]\n", + " return {'query': query, 'results': results}" + ] + }, + { + "cell_type": "markdown", + "id": "779df430", + "metadata": {}, + "source": [ + "## ⚡ 4. Create the FastAPI Application" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "2797f8d8", + "metadata": {}, + "outputs": [], + "source": [ + "from fastapi import FastAPI\n", + "from pydantic import BaseModel\n", + "\n", + "app = FastAPI(title='FastAPI Embeddings Service (Notebook Edition)')\n", + "\n", + "class TextIn(BaseModel):\n", + " text: str\n", + "\n", + "class SearchQuery(BaseModel):\n", + " query: str\n", + " top_k: int = 3\n", + "\n", + "@app.post('/add_text')\n", + "def add_text_endpoint(item: TextIn):\n", + " return add_text(item.text)\n", + "\n", + "@app.post('/search')\n", + "def search_endpoint(query: SearchQuery):\n", + " return search_texts(query.query, query.top_k)\n", + "\n", + "@app.get('/healthz')\n", + "def healthz():\n", + " return {'status': 'ok', 'count': len(texts)}" + ] + }, + { + "cell_type": "markdown", + "id": "ff37917c", + "metadata": {}, + "source": [ + "## 🌐 5. Run the API Server Inside Jupyter" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "45918e70", + "metadata": {}, + "outputs": [], + "source": [ + "import threading, time, requests, uvicorn\n", + "\n", + "PORT = 8002\n", + "_uvicorn_server = None\n", + "_uvicorn_thread = None\n", + "\n", + "def start_api_in_thread(host='0.0.0.0', port=PORT, log_level='info'):\n", + " global _uvicorn_server, _uvicorn_thread\n", + " if _uvicorn_thread and _uvicorn_thread.is_alive():\n", + " print(f'â„č Server already running at http://127.0.0.1:{port}')\n", + " return _uvicorn_thread\n", + "\n", + " config = uvicorn.Config(app, host=host, port=port, log_level=log_level)\n", + " _uvicorn_server = uvicorn.Server(config)\n", + "\n", + " def _run():\n", + " _uvicorn_server.run()\n", + "\n", + " _uvicorn_thread = threading.Thread(target=_run, daemon=True)\n", + " _uvicorn_thread.start()\n", + "\n", + " for _ in range(30):\n", + " try:\n", + " time.sleep(0.1)\n", + " r = requests.get(f'http://127.0.0.1:{port}/healthz', timeout=0.25)\n", + " if r.status_code == 200:\n", + " print(f'🚀 FastAPI running at http://127.0.0.1:{port} (thread: {_uvicorn_thread.name})')\n", + " return _uvicorn_thread\n", + " except Exception:\n", + " pass\n", + " print('⚠ Server thread started but not reachable yet.')\n", + " return _uvicorn_thread\n", + "\n", + "def stop_api(join_timeout=5):\n", + " global _uvicorn_server, _uvicorn_thread\n", + " if _uvicorn_server is None or _uvicorn_thread is None:\n", + " print('â„č No server is currently running.')\n", + " return\n", + " _uvicorn_server.should_exit = True\n", + " _uvicorn_thread.join(timeout=join_timeout)\n", + " print('🛑 Server stopped.')\n", + " _uvicorn_server = None\n", + " _uvicorn_thread = None" + ] + }, + { + "cell_type": "markdown", + "id": "1ea47f60", + "metadata": {}, + "source": [ + "## ▶ 6. Start the FastAPI Service" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "a8b07b0a", + "metadata": {}, + "outputs": [], + "source": [ + "start_api_in_thread()" + ] + }, + { + "cell_type": "markdown", + "id": "f45ac59a", + "metadata": {}, + "source": [ + "## đŸ§Ș 7a. Test the API" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "1d38b25c", + "metadata": {}, + "outputs": [], + "source": [ + "import requests\n", + "requests.post('http://127.0.0.1:8002/add_text', json={'text': 'The quick brown fox jumps over the lazy dog.'}).json()\n", + "requests.post('http://127.0.0.1:8002/search', json={'query': 'A fast brown animal jumps over a sleepy dog', 'top_k': 3}).json()" + ] + }, + { + "cell_type": "markdown", + "id": "370e5271", + "metadata": {}, + "source": [ + "## đŸ§Ș 7b. More Test the API (using more text)\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "48f556a6", + "metadata": {}, + "outputs": [], + "source": [ + "import requests\n", + "\n", + "BASE_URL = \"http://127.0.0.1:8002\"\n", + "\n", + "# --- Add multiple sample texts ---\n", + "samples = [\n", + " \"Artificial intelligence enables machines to learn from experience.\",\n", + " \"Machine learning is a subset of artificial intelligence focused on pattern recognition.\",\n", + " \"FastAPI is a modern, high-performance web framework for building APIs with Python.\",\n", + " \"FAISS is a library for efficient similarity search and clustering of dense vectors.\",\n", + " \"Deep learning models often require GPUs for accelerated computation.\",\n", + " \"Natural language processing helps computers understand human language.\"\n", + "]\n", + "\n", + "for text in samples:\n", + " res = requests.post(f\"{BASE_URL}/add_text\", json={\"text\": text})\n", + " print(f\"📘 Added: {text[:50]}... -> {res.status_code}\")\n", + "\n", + "# --- Example 1: Semantic similarity query ---\n", + "query_1 = \"What library is used for fast vector similarity search?\"\n", + "result_1 = requests.post(f\"{BASE_URL}/search\", json={\"query\": query_1, \"top_k\": 3}).json()\n", + "print(f\"\\n🔍 Query: {query_1}\")\n", + "print(result_1)\n", + "\n", + "# --- Example 2: Conceptual link query ---\n", + "query_2 = \"How do computers understand human speech?\"\n", + "result_2 = requests.post(f\"{BASE_URL}/search\", json={\"query\": query_2, \"top_k\": 3}).json()\n", + "print(f\"\\n🔍 Query: {query_2}\")\n", + "print(result_2)\n", + "\n", + "# --- Example 3: Broader topic search ---\n", + "query_3 = \"Explain how AI learns from data\"\n", + "result_3 = requests.post(f\"{BASE_URL}/search\", json={\"query\": query_3, \"top_k\": 3}).json()\n", + "print(f\"\\n🔍 Query: {query_3}\")\n", + "print(result_3)\n" + ] + }, + { + "cell_type": "markdown", + "id": "ee19c2aa", + "metadata": {}, + "source": [ + "## âč 8. Stop the API" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "ddbf0f70", + "metadata": {}, + "outputs": [], + "source": [ + "stop_api()" + ] + }, + { + "cell_type": "markdown", + "id": "12146134", + "metadata": {}, + "source": [ + "## 🏁 **Conclusion**\n", + "\n", + "You’ve built a lightweight **FastAPI Embeddings Service** that generates and searches text embeddings using **Transformers** and **FAISS** — all within **Saturn Cloud**.\n", + "\n", + "This template serves as a quick starting point for developing AI-powered APIs and retrieval systems.\n", + "You can extend it to support larger datasets, custom models, or integrate it into RAG pipelines directly in your Saturn workspace.\n", + "\n", + "**Built with ❀ using**\n", + "đŸ€— **Transformers** | 🧼 **FAISS** | ⚡ **FastAPI** | ☁ **[Saturn Cloud](https://saturncloud.io/)**\n" + ] + } + ], + "metadata": { + "language_info": { + "name": "python" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/examples/nlp_and_llms/nvidia-embeddings-api/README.md b/examples/nlp_and_llms/nvidia-embeddings-api/README.md new file mode 100644 index 00000000..4fbb64a9 --- /dev/null +++ b/examples/nlp_and_llms/nvidia-embeddings-api/README.md @@ -0,0 +1,121 @@ +# ⚡ **FastAPI Embeddings Service (FAISS + Transformers)** + +*A Jupyter notebook example template demonstrating how to build a lightweight embeddings and semantic search API using FastAPI, FAISS, and Transformers — all running interactively within [Saturn Cloud](https://saturncloud.io/).* + +--- +This is perfect for quickly prototyping or demonstrating **retrieval-based workflows** on **[Saturn Cloud](https://saturncloud.io/)**. + +--- + +## ⚙ **1. Install Dependencies** + +> First, install all required Python libraries. +> These packages handle embedding generation, FAISS indexing, and API serving. + +```python +!pip install torch transformers sentence-transformers faiss-cpu fastapi uvicorn[standard] pydantic requests numpy +``` +--- + +## đŸ§© **2. Load Embedding Model and Initialize FAISS** + +> We load a pre-trained SentenceTransformer model (`all-MiniLM-L6-v2`) +> and initialize a FAISS index to store embeddings in memory. + +> FAISS (Facebook AI Similarity Search) provides an efficient vector index for fast nearest-neighbor queries. + +--- + +## 🧠 **3. Define Core Embedding and Search Functions** + +> These helper functions form the “machine” behind the API: +> +> * `add_text()`: Encodes a new text and stores it in FAISS +> * `search_texts()`: Finds similar texts to a given query + +--- + +## ⚡ **4. Create the FastAPI Application** + +> Now we wrap the embedding and search logic into a FastAPI service. +> It exposes three main endpoints: +> +> * `/add_text`: Add and embed new text +> * `/search`: Retrieve similar texts +> * `/healthz`: API health check + +--- + +## 🌐 **5. Run the API Server Inside Jupyter** + +> Since Jupyter runs its own event loop, we launch Uvicorn in a **background thread**. + +--- + +## ▶ **6. Start the FastAPI Service** + +> Launch the service. +> Once it starts, open your browser to **[http://127.0.0.1:8002/docs](http://127.0.0.1:8002/docs)** to explore the Swagger UI. + +```python +start_api_in_thread() +``` + +--- + +## đŸ§Ș **7. Test the API** + +> We can interact with the service directly from the notebook using HTTP requests. +> Try adding a text and then searching for semantically similar content. + +### ➕ Add Text + +```python +requests.post("http://127.0.0.1:8002/add_text", + json={"text": "The quick brown fox jumps over the lazy dog."}).json() +``` + +### 🔍 Search Texts + +```python +requests.post("http://127.0.0.1:8002/search", + json={"query": "A fast brown animal jumps over a sleepy dog", "top_k": 3}).json() +``` + +--- + +## âč **8. Stop the API** + +> When you’re done testing, stop the running FastAPI service gracefully. + +```python +stop_api() +``` + +--- + +## ☁ **9. Run This Template on Saturn Cloud** + +This notebook is designed for **[Saturn Cloud](https://saturncloud.io/)** — it runs entirely inside Jupyter, without needing an external process. + +**To deploy:** + +1. Create a new **Jupyter Server** resource on Saturn Cloud. +2. Upload this notebook and install dependencies. +3. Run the cells sequentially. +4. Open **Port 8002** in your Saturn environment to access the running API. +5. Use `/add_text` and `/search` to interact with your live embeddings service. + +🔗 Learn more at: [https://saturncloud.io/docs](https://saturncloud.io/docs) + +--- + +## 🙌 **Credits** + +Built with ❀ using: + +* đŸ€— **Transformers** +* 🧼 **FAISS** +* ⚡ **FastAPI** +* 🧠 **SentenceTransformers** +* ☁ **[Saturn Cloud](https://saturncloud.io/)** \ No newline at end of file From 77fd0a4df5b1d263597f6e124ea3c8f0973b55e6 Mon Sep 17 00:00:00 2001 From: GeoSegun Date: Thu, 6 Nov 2025 19:28:02 +0100 Subject: [PATCH 05/12] langgraph template on building local agent assistant using langchain sandbox for execution managment --- .../nlp_and_llms/nvidia-langgraph/README.md | 56 ++++ .../langGraph_agent_sandbox.ipynb | 256 ++++++++++++++++++ 2 files changed, 312 insertions(+) create mode 100644 examples/nlp_and_llms/nvidia-langgraph/README.md create mode 100644 examples/nlp_and_llms/nvidia-langgraph/langGraph_agent_sandbox.ipynb diff --git a/examples/nlp_and_llms/nvidia-langgraph/README.md b/examples/nlp_and_llms/nvidia-langgraph/README.md new file mode 100644 index 00000000..82d37738 --- /dev/null +++ b/examples/nlp_and_llms/nvidia-langgraph/README.md @@ -0,0 +1,56 @@ +# 🧠 LangGraph Agent Sandbox + +This sample notebook demonstrates how to build a **local multi-agent coding assistant** using **LangGraph**, **Transformers**, and **LangChain Sandbox** — fully compatible with [Saturn Cloud](https://saturncloud.io/). + +The system allows you to: +- Generate clean Python code from natural-language prompts. +- Check the code for syntax and structure validity. +- Execute the generated code safely in an isolated sandbox. +- Interactively explore different code generation tasks — all locally, with **no API keys required**. + +--- + +## ⚙ What You’ll Learn +- How to design an **agentic workflow** using LangGraph. +- How to use **local transformer models (Phi-3 Mini)** for reasoning. +- How to integrate a **safe execution sandbox** (with local fallback). +- How to run multi-stage LLM pipelines entirely within Saturn Cloud. + +--- + +## đŸ§© Notebook Structure + +| Stage | Description | +|--------|--------------| +| **1. Install Dependencies** | Installs LangGraph, LangChain, and related libraries. | +| **2. Load Model & Sandbox** | Loads the local Hugging Face model and initializes a secure sandbox (with fallback). | +| **3. Define Workflow Agents** | Builds LangGraph nodes for Code Generation, Syntax Checking, and Execution. | +| **4. Batch Testing** | Runs several example coding tasks through the full pipeline. | +| **5. Interactive Mode** | Launches an interactive terminal to test your own code prompts. | + +--- + +## 🚀 How to Run on Saturn Cloud + +1. **Open this template** in your Saturn Cloud environment. +2. Run all cells sequentially from top to bottom. +3. The local model (`Phi-3-mini`) will load automatically. +4. Explore the pre-loaded test prompts or use the **interactive assistant** in Stage 5. +5. All runs execute securely inside your Saturn Cloud instance — no external API calls. + +--- + +## ☁ About Saturn Cloud + +[Saturn Cloud](https://saturncloud.io/) provides powerful GPU-accelerated Jupyter environments that make it easy to run, scale, and share AI and data-science projects. +This template is part of Saturn Cloud’s **open-source educational catalog**, showcasing safe, local AI workflows. + +--- + +### 🧠 Built With + +- đŸ€— **Transformers** +- 🧼 **LangGraph** +- ⚡ **LangChain Sandbox** +- ☁ **Saturn Cloud** + diff --git a/examples/nlp_and_llms/nvidia-langgraph/langGraph_agent_sandbox.ipynb b/examples/nlp_and_llms/nvidia-langgraph/langGraph_agent_sandbox.ipynb new file mode 100644 index 00000000..3ab15999 --- /dev/null +++ b/examples/nlp_and_llms/nvidia-langgraph/langGraph_agent_sandbox.ipynb @@ -0,0 +1,256 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "cdb861f5", + "metadata": {}, + "source": [ + "\n", + "# 🧠 LangGraph Agent Sandbox\n", + "\n", + "This template demonstrates how to build a **local multi-agent code assistant** using **LangGraph** and **Transformers** — fully compatible with **[Saturn Cloud](https://saturncloud.io/)**.\n", + "\n", + "It uses:\n", + "- đŸ§© **LangGraph** for workflow control \n", + "- đŸ€— **Transformers (Phi-3-mini)** for local code generation \n", + "- 🧼 **LangChain Sandbox** for safe isolated execution (with fallback mode) \n", + "\n", + "Run this notebook on a Saturn Cloud Jupyter Server to explore autonomous LLM agents that generate, validate, and execute code locally.\n" + ] + }, + { + "cell_type": "markdown", + "id": "47a75517", + "metadata": {}, + "source": [ + "## đŸ§© Stage 1 — Install Dependencies" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "e83bbd47", + "metadata": {}, + "outputs": [], + "source": [ + "!pip install langchain langchain-community langchain-openai langchain-sandbox" + ] + }, + { + "cell_type": "markdown", + "id": "b6164d9f", + "metadata": {}, + "source": [ + "## 🧠 Stage 2 — Load Local Model and Sandbox" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "2ce8e67d", + "metadata": {}, + "outputs": [], + "source": [ + "\n", + "import os\n", + "from transformers import AutoTokenizer, AutoModelForCausalLM, pipeline\n", + "from langchain_community.llms import HuggingFacePipeline\n", + "from langchain_sandbox import PyodideSandbox\n", + "\n", + "model_id = \"microsoft/Phi-3-mini-4k-instruct\"\n", + "print(f\"🔧 Loading model: {model_id} ...\")\n", + "\n", + "try:\n", + " tokenizer = AutoTokenizer.from_pretrained(model_id)\n", + " model = AutoModelForCausalLM.from_pretrained(model_id)\n", + " pipe = pipeline(\"text-generation\", model=model, tokenizer=tokenizer, max_new_tokens=256)\n", + " llm = HuggingFacePipeline(pipeline=pipe)\n", + " print(\"✅ Local LLM ready (using Hugging Face Transformers).\")\n", + "except Exception as e:\n", + " print(f\"⚠ Model load failed: {e}\")\n", + " llm = None\n", + "\n", + "try:\n", + " sandbox = PyodideSandbox()\n", + " print(\"đŸ§Ș Pyodide Sandbox ready for isolated execution.\")\n", + "except Exception as e:\n", + " print(f\"⚠ Sandbox initialization failed: {e}\")\n", + " print(\"âžĄïž Using lightweight local sandbox emulator (safe fallback).\")\n", + "\n", + " class LocalSandbox:\n", + " def run(self, code):\n", + " try:\n", + " exec_locals = {}\n", + " exec(code, {}, exec_locals)\n", + " return {\"output_text\": str(exec_locals)}\n", + " except Exception as err:\n", + " return {\"output_text\": f\"Error: {err}\"}\n", + "\n", + " sandbox = LocalSandbox()\n" + ] + }, + { + "cell_type": "markdown", + "id": "12677323", + "metadata": {}, + "source": [ + "## ⚙ Stage 3 — Define Workflow Agents" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "46377a9e", + "metadata": {}, + "outputs": [], + "source": [ + "\n", + "from langgraph.graph import StateGraph\n", + "from typing import TypedDict, Dict\n", + "import re, io, sys, contextlib\n", + "\n", + "class CodeState(TypedDict):\n", + " prompt: str\n", + " code: str\n", + " check: str\n", + " output: str\n", + "\n", + "class CodeGenerator:\n", + " def run(self, state: CodeState) -> Dict:\n", + " query = f\"Write clean, well-commented Python 3 code for: {state['prompt']}\"\n", + " response = llm.invoke(query)\n", + " generated = response if isinstance(response, str) else getattr(response, \"content\", str(response))\n", + " print(\"🧠 Generated code:\")\n", + " print(generated[:300], \"...\" if len(generated) > 300 else \"\")\n", + " return {\"code\": generated}\n", + "\n", + "class SyntaxChecker:\n", + " def run(self, state: CodeState) -> Dict:\n", + " code = state.get(\"code\", \"\")\n", + " issues = []\n", + " if not re.search(r\"def\\s+\\w+\\(\", code):\n", + " issues.append(\"❌ No function definition detected.\")\n", + " if code.count(\"(\") != code.count(\")\"):\n", + " issues.append(\"⚠ Unbalanced parentheses.\")\n", + " msg = \"✅ Syntax check passed.\" if not issues else \" | \".join(issues)\n", + " print(f\"🧼 Syntax Check : {msg}\")\n", + " return {\"check\": msg}\n", + "\n", + "class SandboxExecutor:\n", + " def __init__(self, sandbox_instance):\n", + " self.sandbox = sandbox_instance\n", + "\n", + " def run(self, state: CodeState) -> Dict:\n", + " code = state.get(\"code\", \"\")\n", + " if not code:\n", + " return {\"output\": \"No code detected.\"}\n", + " code = re.sub(r\"```python|```\", \"\", code).strip()\n", + " buffer = io.StringIO()\n", + " try:\n", + " with contextlib.redirect_stdout(buffer):\n", + " exec_locals = {}\n", + " exec(code, {}, exec_locals)\n", + " return {\"output\": buffer.getvalue().strip() or \"✅ Executed successfully.\"}\n", + " except Exception as e:\n", + " return {\"output\": f\"Error: {e}\"}\n", + "\n", + "def build_workflow():\n", + " g = StateGraph(CodeState)\n", + " g.add_node(\"generate_code\", CodeGenerator().run)\n", + " g.add_node(\"check_syntax\", SyntaxChecker().run)\n", + " g.add_node(\"execute_code\", SandboxExecutor(sandbox).run)\n", + " g.set_entry_point(\"generate_code\")\n", + " g.add_edge(\"generate_code\", \"check_syntax\")\n", + " g.add_edge(\"check_syntax\", \"execute_code\")\n", + " print(\"✅ LangGraph workflow built.\")\n", + " return g.compile()\n", + "\n", + "workflow = build_workflow()\n" + ] + }, + { + "cell_type": "markdown", + "id": "44849559", + "metadata": {}, + "source": [ + "## đŸ§Ș Stage 4 — Batch Testing" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "e5b25c7d", + "metadata": {}, + "outputs": [], + "source": [ + "\n", + "examples = [\n", + " \"Write a Python function to check if a number is prime.\",\n", + " \"Create a Python script that sorts a list of strings alphabetically.\",\n", + " \"Generate a function to calculate factorial using recursion.\"\n", + "]\n", + "for i, prompt in enumerate(examples, start=1):\n", + " print(f\"\\n🧠 Test {i}: {prompt}\")\n", + " print(\"=\" * 80)\n", + " result = workflow.invoke({\"prompt\": prompt, \"code\": \"\", \"check\": \"\", \"output\": \"\"})\n", + " print(result)\n", + " print(\"=\" * 80)\n" + ] + }, + { + "cell_type": "markdown", + "id": "0160c826", + "metadata": {}, + "source": [ + "## 💬 Stage 5 — Interactive Assistant" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "93c1be83", + "metadata": {}, + "outputs": [], + "source": [ + "\n", + "from rich.console import Console\n", + "from rich.panel import Panel\n", + "\n", + "console = Console()\n", + "def run_interactive():\n", + " console.print(Panel.fit(\"💬 Type a coding task (or 'exit' to quit)\", style=\"bold cyan\"))\n", + " while True:\n", + " prompt = input(\"\\n🧠 Enter task: \").strip()\n", + " if prompt.lower() in [\"exit\", \"quit\", \"q\"]:\n", + " console.print(\"\\n👋 Exiting interactive mode.\\n\", style=\"bold yellow\")\n", + " break\n", + " state = {\"prompt\": prompt, \"code\": \"\", \"check\": \"\", \"output\": \"\"}\n", + " result = workflow.invoke(state)\n", + " console.print(result)\n", + "run_interactive()\n" + ] + }, + { + "cell_type": "markdown", + "id": "692377c3", + "metadata": {}, + "source": [ + "\n", + "## 🏁 Conclusion\n", + "\n", + "You’ve built a **LangGraph Agent Sandbox** — a self-contained multi-agent system that generates, checks, and executes Python code using local models. \n", + "All this runs **directly inside Saturn Cloud**, without external APIs.\n", + "\n", + "**Built with ❀ using:** \n", + "đŸ€— Transformers | 🧼 LangGraph | ⚡ LangChain | ☁ [Saturn Cloud](https://saturncloud.io/)\n" + ] + } + ], + "metadata": { + "language_info": { + "name": "python" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} From 778019155a2910aa86189b8f5db738569c317411 Mon Sep 17 00:00:00 2001 From: GeoSegun Date: Tue, 11 Nov 2025 01:47:07 +0100 Subject: [PATCH 06/12] setup template for vector DB Menu for python server API --- examples/nlp_and_llms/nvidia-vector-db/.env | 3 + .../nlp_and_llms/nvidia-vector-db/README.md | 233 ++++++++++++++++++ examples/nlp_and_llms/nvidia-vector-db/app.py | 19 ++ .../nvidia-vector-db/data_loader.py | 14 ++ .../nlp_and_llms/nvidia-vector-db/embed.py | 4 + .../nvidia-vector-db/requirements.txt | 15 ++ .../nlp_and_llms/nvidia-vector-db/vectordb.py | 59 +++++ 7 files changed, 347 insertions(+) create mode 100644 examples/nlp_and_llms/nvidia-vector-db/.env create mode 100644 examples/nlp_and_llms/nvidia-vector-db/README.md create mode 100644 examples/nlp_and_llms/nvidia-vector-db/app.py create mode 100644 examples/nlp_and_llms/nvidia-vector-db/data_loader.py create mode 100644 examples/nlp_and_llms/nvidia-vector-db/embed.py create mode 100644 examples/nlp_and_llms/nvidia-vector-db/requirements.txt create mode 100644 examples/nlp_and_llms/nvidia-vector-db/vectordb.py diff --git a/examples/nlp_and_llms/nvidia-vector-db/.env b/examples/nlp_and_llms/nvidia-vector-db/.env new file mode 100644 index 00000000..1622d39c --- /dev/null +++ b/examples/nlp_and_llms/nvidia-vector-db/.env @@ -0,0 +1,3 @@ +ZILLIZ_URI="https://in03-e969f44404493f8.serverless.aws-eu-central-1.cloud.zilliz.com" +ZILLIZ_TOKEN="a71de8fc4a75f5cb758d0fcf2b92fb2ebc1f851d7e776247d440e887cd355d7b575649f63a514fb7b78fdeac6f3b416e2ef11150" +PG_CONNECTION="postgresql://neondb_owner:npg_ymHkZNUVr2I7@ep-lingering-silence-ah4wmlqw-pooler.c-3.us-east-1.aws.neon.tech/neondb?sslmode=require&channel_binding=require" \ No newline at end of file diff --git a/examples/nlp_and_llms/nvidia-vector-db/README.md b/examples/nlp_and_llms/nvidia-vector-db/README.md new file mode 100644 index 00000000..0d97129f --- /dev/null +++ b/examples/nlp_and_llms/nvidia-vector-db/README.md @@ -0,0 +1,233 @@ + +# 🚀 **Vector DB Menu (FAISS ‱ Zilliz Milvus ‱ Neon PGVector)** + +> A unified FastAPI search service that lets you test and compare **FAISS (local)**, **Milvus (Zilliz Cloud free tier)**, and **PostgreSQL with PGVector (Neon free tier)** using a common API. + +🔗 **Built for the Saturn Cloud AI Community** +👉 [https://saturncloud.io/](https://saturncloud.io/) + +--- + +## 🧠 Overview + +This project loads a public dataset (State of the Union speeches), embeds it with `sentence-transformers/all-MiniLM-L6-v2`, stores vectors in **three different databases**, and exposes a **FastAPI endpoint** to query them interchangeably. + +### ✅ What’s included: + +* FAISS (local in-memory vector search) +* Milvus (via **Zilliz Cloud free tier**) +* PostgreSQL + PGVector (via **Neon free tier**) +* FastAPI for querying all 3 backends +* CLI & Browser UI testing +* Modular, deploy-ready architecture + +--- + +## ⚠ Free-Tier Credentials Notice + +This repo includes **working test credentials** for quick validation. +However, because they are **free-tier**, they may: + +⚠ expire at any time +⚠ be rate-limited +⚠ be deleted automatically + +✅ You are **strongly encouraged to create your own accounts** using the setup guide below. + +--- + +--- + +# đŸ› ïž **1. Project Setup** + +### Clone Repository + +```sh +git clone https://github.com/your-repo/nvidia-vector-db.git +cd nvidia-vector-db +``` + +--- + +### Create and Activate Virtual Environment + +#### Windows (PowerShell) + +```sh +python -m venv vectordb-env +vectordb-env\Scripts\activate +``` + +#### macOS / Linux + +```sh +python3 -m venv vectordb-env +source vectordb-env/bin/activate +``` + +--- + +### Install Dependencies + +```sh +pip install -r requirements.txt +``` + +--- + +# ☁ **2. Create Neon (PostgreSQL + PGVector) Free Account** + +1. Visit: [https://neon.tech/](https://neon.tech/) +2. Click **Sign Up** (free tier) +3. Create a new project +4. Go to **Dashboard → Connection Details** +5. Copy the connection string: + + ``` + postgresql://:@.neon.tech/?sslmode=require + ``` +6. Edit it to SQLAlchemy format for this project: + + ``` + postgresql+psycopg2://:@.neon.tech/?sslmode=require + ``` + +--- + +# ☁ **3. Create Zilliz Cloud (Milvus) Free Account** + +1. Visit: [https://cloud.zilliz.com/signup](https://cloud.zilliz.com/signup) +2. Create account (Free tier) +3. Create a new **Serverless cluster** +4. Go to **API Keys** +5. Copy: + + * `Public Endpoint (URI)` + * `API Key (Token)` + +Example: + +``` +ZILLIZ_URI=https://in03-xxxx.serverless.aws-eu-central-1.cloud.zilliz.com +ZILLIZ_TOKEN=xxxxxxxxxxxxxxxxxxxx +``` + +--- + +# đŸ§© **4. Configure Environment Variables** + +Create a `.env` file in the project root: + +``` +PG_CONNECTION=postgresql+psycopg2://your-user:your-pass@your-host.neon.tech/your-db?sslmode=require + +ZILLIZ_URI=https://your-zilliz-endpoint.serverless.aws-xyz.cloud.zilliz.com +ZILLIZ_TOKEN=your-zilliz-api-key +``` + +> ⚠ You may test with the current free credentials included in the code, but replace them when creating yours. + +--- + +# đŸ§± **5. Load Dataset & Build Vector Stores** + +Run: + +```sh +python data_loader.py +``` + +Expected output: + +``` +✅ Split into X chunks +🚀 Loading FAISS... +🚀 Connecting to Zilliz Cloud... +🚀 Connecting to PGVector (Neon)... +✅ All vector stores ready! +``` + +--- + +# 🚀 **6. Start the FastAPI Server** + +```sh +uvicorn app:app --reload +``` + +Server should start at: + +``` +http://127.0.0.1:8000 +``` + +Swagger UI (API testing interface): + +``` +http://127.0.0.1:8000/docs +``` + +--- + +# đŸ§Ș **7. Test the API** + +## ✅ Browser UI (Swagger) + +1. Open: `http://127.0.0.1:8000/docs` +2. Go to **POST /search** +3. Test queries like: + +```json +{ + "db": "faiss", + "query": "Who talked about peace?", + "k": 3 +} +``` + +Try other DBs: + +```json +{ "db": "milvus", "query": "war economy", "k": 3 } +{ "db": "pgvector", "query": "mars mission", "k": 3 } +``` + +--- + +## ✅ CLI Testing with `curl` + +```sh +curl -X POST "http://127.0.0.1:8000/search" \ + -H "Content-Type: application/json" \ + -d '{"db":"faiss", "query":"state of the economy", "k":2}' +``` + +```sh +curl -X POST "http://127.0.0.1:8000/search" \ + -H "Content-Type: application/json" \ + -d '{"db":"milvus", "query":"foreign policy", "k":2}' +``` + +```sh +curl -X POST "http://127.0.0.1:8000/search" \ + -H "Content-Type: application/json" \ + -d '{"db":"pgvector", "query":"education reform", "k":2}' +``` + +--- + +# 🧬 Supported Vector Backends + +| Backend | Type | Notes | +| ----------------- | -------------- | ------------------------------------ | +| **FAISS** | Local | Fastest, no cloud, resets on restart | +| **Zilliz Milvus** | Cloud | Free tier, scalable, best for prod | +| **Neon PGVector** | Cloud Postgres | SQL + vectors, persistent, queryable | + + +# 🌎 About Saturn Cloud + +If you're experimenting with **GPU workloads, LLM inference, vector search, or MLOps**, check out the best community platform for AI builders: + +🔗 **[https://saturncloud.io/](https://saturncloud.io/)** + diff --git a/examples/nlp_and_llms/nvidia-vector-db/app.py b/examples/nlp_and_llms/nvidia-vector-db/app.py new file mode 100644 index 00000000..78b9df69 --- /dev/null +++ b/examples/nlp_and_llms/nvidia-vector-db/app.py @@ -0,0 +1,19 @@ +from fastapi import FastAPI +from pydantic import BaseModel +from vectordb import search + +app = FastAPI(title="RAG Vector DB Compare API") + +class QueryRequest(BaseModel): + db: str # faiss | milvus | pgvector + query: str + k: int = 3 + +@app.post("/search") +def search_vectors(req: QueryRequest): + results = search(req.db.lower(), req.query, req.k) + return { + "db": req.db, + "query": req.query, + "results": [r.page_content[:400] for r in results] + } diff --git a/examples/nlp_and_llms/nvidia-vector-db/data_loader.py b/examples/nlp_and_llms/nvidia-vector-db/data_loader.py new file mode 100644 index 00000000..f4043694 --- /dev/null +++ b/examples/nlp_and_llms/nvidia-vector-db/data_loader.py @@ -0,0 +1,14 @@ +from datasets import load_dataset +from langchain_core.documents import Document +from langchain_text_splitters import RecursiveCharacterTextSplitter + + +def load_and_chunk(): + print("đŸ“„ Loading dataset...") + ds = load_dataset("jsulz/state-of-the-union-addresses") + + texts = [row["speech_html"] for row in ds["train"]] + docs = [Document(page_content=t) for t in texts] + + splitter = RecursiveCharacterTextSplitter(chunk_size=1000, chunk_overlap=200) + return splitter.split_documents(docs) diff --git a/examples/nlp_and_llms/nvidia-vector-db/embed.py b/examples/nlp_and_llms/nvidia-vector-db/embed.py new file mode 100644 index 00000000..ef3d3f13 --- /dev/null +++ b/examples/nlp_and_llms/nvidia-vector-db/embed.py @@ -0,0 +1,4 @@ +from langchain_huggingface import HuggingFaceEmbeddings + +def get_embeddings(): + return HuggingFaceEmbeddings(model_name="sentence-transformers/all-MiniLM-L6-v2") diff --git a/examples/nlp_and_llms/nvidia-vector-db/requirements.txt b/examples/nlp_and_llms/nvidia-vector-db/requirements.txt new file mode 100644 index 00000000..75eb6e47 --- /dev/null +++ b/examples/nlp_and_llms/nvidia-vector-db/requirements.txt @@ -0,0 +1,15 @@ +fastapi +uvicorn +datasets +langchain +langchain-core +langchain-huggingface +langchain-community +langchain-postgres +sentence-transformers +langchain-milvus +pymilvus +faiss-cpu +psycopg2-binary +python-dotenv +sqlalchemy diff --git a/examples/nlp_and_llms/nvidia-vector-db/vectordb.py b/examples/nlp_and_llms/nvidia-vector-db/vectordb.py new file mode 100644 index 00000000..47ccf520 --- /dev/null +++ b/examples/nlp_and_llms/nvidia-vector-db/vectordb.py @@ -0,0 +1,59 @@ +import os +from langchain_community.vectorstores import FAISS +from langchain_postgres.vectorstores import PGVector +from langchain_milvus import Milvus +from pymilvus import connections +from sqlalchemy import create_engine + + +from data_loader import load_and_chunk +from embed import get_embeddings + +# Load data + embeddings +docs = load_and_chunk() +embeddings = get_embeddings() + +# ---------- FAISS ---------- +print("🚀 Loading FAISS...") +faiss_db = FAISS.from_documents(docs, embeddings) + +# ---------- Milvus (Zilliz) ---------- +print("🚀 Connecting to Zilliz Cloud...") +connections.connect( + alias="default", + uri=os.getenv("ZILLIZ_URI"), + token=os.getenv("ZILLIZ_TOKEN") +) +milvus_db = Milvus.from_documents( + docs, + embeddings, + collection_name="state_union_collection", + connection_args={"alias": "default"}, +) + +# ---------- PGVector ---------- +print("🚀 Connecting to PGVector...") +NEON_CONN = os.getenv("PG_CONNECTION") # must contain full neon URL +print("🚀 Connecting to Neon PGVector...") +engine = create_engine(NEON_CONN) + +pg_db = PGVector.from_documents( + docs, + embeddings, + connection=engine, + collection_name="state_union_pg" +) + +print("✅ PGVector (Neon) loaded!") + +print("✅ All vector DBs ready!") + +# Generic search method +def search(db: str, query: str, k: int = 3): + if db == "faiss": + return faiss_db.similarity_search(query, k) + if db == "milvus": + return milvus_db.similarity_search(query, k) + if db == "pgvector": + return pg_db.similarity_search(query, k) + return [] From 4871445c0deddaf0861a5fa849d8d915a21ec3a9 Mon Sep 17 00:00:00 2001 From: GeoSegun Date: Fri, 14 Nov 2025 03:40:12 +0100 Subject: [PATCH 07/12] nim and tgi drop-in template for using models --- .../nlp_and_llms/nvidia-nim-tgi/README.md | 222 ++++++++++++++++++ .../nvidia-nim-tgi/backend_nim.py | 32 +++ .../nvidia-nim-tgi/backend_tgi.py | 24 ++ examples/nlp_and_llms/nvidia-nim-tgi/cli.py | 19 ++ .../nvidia-nim-tgi/requirements.txt | 5 + .../nlp_and_llms/nvidia-nim-tgi/server.py | 26 ++ 6 files changed, 328 insertions(+) create mode 100644 examples/nlp_and_llms/nvidia-nim-tgi/README.md create mode 100644 examples/nlp_and_llms/nvidia-nim-tgi/backend_nim.py create mode 100644 examples/nlp_and_llms/nvidia-nim-tgi/backend_tgi.py create mode 100644 examples/nlp_and_llms/nvidia-nim-tgi/cli.py create mode 100644 examples/nlp_and_llms/nvidia-nim-tgi/requirements.txt create mode 100644 examples/nlp_and_llms/nvidia-nim-tgi/server.py diff --git a/examples/nlp_and_llms/nvidia-nim-tgi/README.md b/examples/nlp_and_llms/nvidia-nim-tgi/README.md new file mode 100644 index 00000000..1da88fb1 --- /dev/null +++ b/examples/nlp_and_llms/nvidia-nim-tgi/README.md @@ -0,0 +1,222 @@ +# 🚀 NIM / TGI Server — Drop-In API + +**Tech Stack:** NVIDIA NIM + TGI (Text Generation Inference) +**Built for:** Saturn Cloud Custom Templates +âžĄïž [https://saturncloud.io/](https://saturncloud.io/) + +--- + +## 🧠 Overview + +This template provides a **plug-and-play inference server** that supports **two interchangeable LLM backends**: + +| Backend | Description | Use Case | +| -------------------- | ------------------------------------------------------------ | --------------------------------------------------------------- | +| **NVIDIA NIM Cloud** | Fully hosted LLMs on NVIDIA's high-performance GPU cloud | High-accuracy, large models (Qwen 80B, Mistral, Nemotron, etc.) | +| **Local TGI Server** | Lightweight local model running via HuggingFace Transformers | Fast prototyping, offline usage | + +The API exposes **the same unified interface** for both backends, so users can switch engines without changing frontend code. + +This is ideal for **Saturn Cloud Data Science workflows**, allowing teams to quickly integrate LLM inference inside their notebooks, pipelines, or applications. + +--- + +# 📂 Project Structure + +``` +NIM-TGI-Server/ +│ +├── server.py # Main FastAPI server (unified interface) +├── backend_tgi.py # Local TGI backend (SmolLM) +├── backend_nim.py # NVIDIA cloud backend +├── cli.py # CLI tool (select backend from terminal) +├── requirements.txt +└── README.md # (this file) +``` + +--- + +# ⚙ 1. Environment Setup + +## **Create and activate a virtual environment** + +### Linux / MacOS + +```bash +python -m venv venv +source venv/bin/activate +``` + +### Windows (PowerShell) + +```powershell +python -m venv venv +venv\Scripts\activate +``` + +--- + +## **Install dependencies** + +```bash +pip install -r requirements.txt +``` + +--- + +# 🔑 2. Getting a NVIDIA NIM API Key + +To use the **NIM Cloud backend**, you need an **NVIDIA AI Foundation API Key**. + +### Steps: + +1. Visit: + 👉 [https://build.nvidia.com/explore/discover](https://build.nvidia.com/explore/discover) +2. Sign in with NVIDIA account +3. Open your "API Keys" panel +4. Click **Create New API Key** +5. Copy the key +6. **Paste it into `backend_nim.py`**, replacing: + +```python +API_KEY = "nvapi-xxxxxxxxxxxxxxxxxxxx" +``` + +⚠ **Note:** +This template currently embeds the key directly for simplicity, but in production you should store it in environment variables or a secret manager. + +--- + +# 🧠 3. Backend Models + +## **A. NVIDIA NIM Backend (Cloud)** + +* Model used: `qwen/qwen3-next-80b-a3b-instruct` +* Endpoint: `https://integrate.api.nvidia.com/v1` +* Requires API Key +* Supports streaming + large prompts + +## **B. Local TGI Backend (Lightweight CPU/GPU)** + +* Model: `HuggingFaceTB/SmolLM-1.7B-Instruct` +* Runs entirely inside Python (no Docker needed) +* Great for local experimentation + +--- + +# 🚀 4. Running the Server + +Start FastAPI server: + +```bash +uvicorn server:app --reload +``` + +You’ll see: + +``` +INFO: Uvicorn running on http://127.0.0.1:8000 +``` + +--- + +# đŸ§Ș 5. Testing the Server + +## A. Test Local TGI Model + +**POST /chat/local** + +### Curl: + +```bash +curl -X POST -F "prompt=Explain machine learning" http://localhost:8000/chat/local +``` + +### Expected Response: + +```json +{ + "backend": "tgi-local", + "response": "Machine learning is..." +} +``` + +--- + +## B. Test NVIDIA NIM Model + +**POST /chat/nim** + +### Curl: + +```bash +curl -X POST -F "prompt=Write a short poem" http://localhost:8000/chat/nim +``` + +### Streaming: + +```bash +curl -N -X POST -F "prompt=Tell me a story" -F "stream=true" http://localhost:8000/chat/nim +``` + +--- + +# đŸ–„ïž 6. Command-Line Interface (CLI) + +The template includes a **CLI wrapper**: + +### Local TGI: + +```bash +python cli.py --backend local "Explain photosynthesis" +``` + +### NVIDIA NIM: + +```bash +python cli.py --backend nim "Write 5 facts about Jupiter" +``` + +Streaming output works automatically. + +--- + +# 💡 7. Using with Saturn Cloud + +This template is designed as a **plug-and-play server component** inside Saturn Cloud: + +* Run the server inside a Jupyter workspace +* Use the API from notebooks or external apps +* Swap between local inference (TGI) and cloud inference (NIM) +* Ideal for ML research, RAG systems, agent development, and batch inference jobs + +Saturn Cloud provides scalable Jupyter environments with GPUs: +👉 [https://saturncloud.io/](https://saturncloud.io/) + +--- + +# ✔ 8. Summary + +This template provides: + +### **✔ A drop-in inference server** + +Supports both NVIDIA Cloud NIM and local TGI backends. + +### **✔ Ready to use in Saturn Cloud** + +Works inside a GPU instance or CPU instance. + +### **✔ Unified API** + +Same route structure for both engines. + +### **✔ Full CLI + server support** + +### **✔ Ideal foundation for:** + +* Chatbots +* RAG pipelines +* Model comparison apps +* AI feature development +* ML/DS experimentation \ No newline at end of file diff --git a/examples/nlp_and_llms/nvidia-nim-tgi/backend_nim.py b/examples/nlp_and_llms/nvidia-nim-tgi/backend_nim.py new file mode 100644 index 00000000..8638bfc1 --- /dev/null +++ b/examples/nlp_and_llms/nvidia-nim-tgi/backend_nim.py @@ -0,0 +1,32 @@ +from openai import OpenAI +import os + +# set it up in the key in the environment first +## sample free API key: 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 +API_KEY = "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" + +if not API_KEY: + raise ValueError("❌ NVIDIA_API_KEY is not set. Export it first!") + +client = OpenAI( + base_url="https://integrate.api.nvidia.com/v1", + api_key=API_KEY, +) + +def nim_chat(prompt, model="qwen/qwen3-next-80b-a3b-instruct", stream=False): + completion = client.chat.completions.create( + model=model, + messages=[{"role": "user", "content": prompt}], + temperature=0.6, + top_p=0.7, + max_tokens=1024, + stream=stream + ) + + if stream: + for chunk in completion: + delta = chunk.choices[0].delta + if delta and delta.content: + yield delta.content + else: + return completion.choices[0].message["content"] diff --git a/examples/nlp_and_llms/nvidia-nim-tgi/backend_tgi.py b/examples/nlp_and_llms/nvidia-nim-tgi/backend_tgi.py new file mode 100644 index 00000000..8c8b8c0a --- /dev/null +++ b/examples/nlp_and_llms/nvidia-nim-tgi/backend_tgi.py @@ -0,0 +1,24 @@ +import torch +from transformers import AutoTokenizer, AutoModelForCausalLM + +MODEL_ID = "HuggingFaceTB/SmolLM-1.7B-Instruct" + +tokenizer = AutoTokenizer.from_pretrained(MODEL_ID) +model = AutoModelForCausalLM.from_pretrained( + MODEL_ID, + device_map="auto", + torch_dtype=torch.float16 if torch.cuda.is_available() else torch.float32 +) + +def tgi_chat(prompt, max_tokens=256, temperature=0.7): + formatted_prompt = f"User: {prompt}\nAssistant:" + inputs = tokenizer(formatted_prompt, return_tensors="pt").to(model.device) + + outputs = model.generate( + **inputs, + max_new_tokens=max_tokens, + temperature=temperature + ) + + text = tokenizer.decode(outputs[0], skip_special_tokens=True) + return text.split("Assistant:")[-1].strip() diff --git a/examples/nlp_and_llms/nvidia-nim-tgi/cli.py b/examples/nlp_and_llms/nvidia-nim-tgi/cli.py new file mode 100644 index 00000000..a54ab10c --- /dev/null +++ b/examples/nlp_and_llms/nvidia-nim-tgi/cli.py @@ -0,0 +1,19 @@ +import argparse +from backend_tgi import tgi_chat +from backend_nim import nim_chat + +parser = argparse.ArgumentParser(description="NIM/TGI CLI") +parser.add_argument("--backend", choices=["local", "nim"], required=True) +parser.add_argument("prompt", type=str) + +args = parser.parse_args() + +if args.backend == "local": + print("\n🟱 Local TGI Response:") + print(tgi_chat(args.prompt)) + +else: + print("\n🟱 NVIDIA NIM Response:") + for chunk in nim_chat(args.prompt, stream=True): + print(chunk, end="", flush=True) + print("\n") diff --git a/examples/nlp_and_llms/nvidia-nim-tgi/requirements.txt b/examples/nlp_and_llms/nvidia-nim-tgi/requirements.txt new file mode 100644 index 00000000..e4211a4c --- /dev/null +++ b/examples/nlp_and_llms/nvidia-nim-tgi/requirements.txt @@ -0,0 +1,5 @@ +fastapi +uvicorn +transformers +torch +openai \ No newline at end of file diff --git a/examples/nlp_and_llms/nvidia-nim-tgi/server.py b/examples/nlp_and_llms/nvidia-nim-tgi/server.py new file mode 100644 index 00000000..abb6fdb5 --- /dev/null +++ b/examples/nlp_and_llms/nvidia-nim-tgi/server.py @@ -0,0 +1,26 @@ +from fastapi import FastAPI, Form +from fastapi.responses import StreamingResponse, JSONResponse +from backend_tgi import tgi_chat +from backend_nim import nim_chat + +app = FastAPI(title="NIM / TGI Drop-in API Server") + +@app.post("/chat/local") +def chat_local(prompt: str = Form(...)): + response = tgi_chat(prompt) + return {"backend": "tgi-local", "response": response} + + +@app.post("/chat/nim") +def chat_nim(prompt: str = Form(...), stream: bool = False): + if stream: + generator = nim_chat(prompt, stream=True) + return StreamingResponse(generator, media_type="text/event-stream") + + response = nim_chat(prompt, stream=False) + return {"backend": "nvidia-nim", "response": response} + + +@app.get("/") +def root(): + return {"message": "NIM/TGI Server Running", "endpoints": ["/chat/local", "/chat/nim"]} From 1c13ae765d6e7ece67409288626f0cd350d02f8f Mon Sep 17 00:00:00 2001 From: GeoSegun Date: Sun, 16 Nov 2025 21:54:57 +0100 Subject: [PATCH 08/12] template for ray serve model deployment --- .../nvidia-rag-serve-api/README.md | 105 ++++++++++ .../nvidia-rag-serve-api/ray_serve_llm.ipynb | 188 ++++++++++++++++++ 2 files changed, 293 insertions(+) create mode 100644 examples/nlp_and_llms/nvidia-rag-serve-api/README.md create mode 100644 examples/nlp_and_llms/nvidia-rag-serve-api/ray_serve_llm.ipynb diff --git a/examples/nlp_and_llms/nvidia-rag-serve-api/README.md b/examples/nlp_and_llms/nvidia-rag-serve-api/README.md new file mode 100644 index 00000000..911fabd4 --- /dev/null +++ b/examples/nlp_and_llms/nvidia-rag-serve-api/README.md @@ -0,0 +1,105 @@ +# 📘 Ray Serve LLM API — Qwen 1.5B (vLLM) + +This template shows how to deploy a **Qwen2.5-1.5B-Instruct LLM** using: + +* **Ray Serve** +* **vLLM** +* **OpenAI-compatible API format** + +You get a local inference server running at: + +``` +http://127.0.0.1:8000/v1/chat/completions +``` + +This template is designed for **Saturn Cloud custom templates** so users can plug-and-play LLM inference environments with GPU acceleration. + +🔗 **Back to Saturn Cloud → [https://saturncloud.io](https://saturncloud.io)** + +--- + +## 🚀 Features + +* Fully OpenAI-compatible API endpoint +* Deploys Qwen 1.5B using vLLM (fast inference) +* Simple Ray Serve deployment +* Example client request included +* Clean and minimal code structure +* Works inside Jupyter or full terminal environment + +--- + +## 📩 Requirements + +The notebook installs everything automatically: + +``` +torch +transformers +ray[serve, llm] +fastapi +uvicorn +requests +huggingface_hub +``` + +GPU recommended for optimal performance. + +--- + +## 📁 Project Structure + +``` +ray-serve-llm/ +│ +├── serve_llm.py # Ray Serve deployment definition +├── start_server.py # Ray launcher (if using outside notebook) +├── test_client.py # Example API client test +└── ray_serve_llm_template.ipynb # Full Jupyter notebook template (generated) +``` + +--- + +## ▶ How It Works + +### 1. Write your Ray Serve deployment file + +Defines: + +* Model ID (`Qwen2.5-1.5B-Instruct`) +* Engine config +* Autoscaling +* OpenAI-compatible app + +### 2. Start Ray and deploy the model + +Ray Serve loads the model via vLLM and exposes the API. + +### 3. Send a test request + +JSON API format identical to OpenAI: + +```python +payload = { + "model": "qwen-1.5b", + "messages": [{"role": "user", "content": "Explain API design."}] +} +``` + +### 4. Extract the assistant text + +```python +res = out.json()["choices"][0]["message"]["content"] +``` + +--- + +## 🏁 Conclusion + +This template provides a clean, reproducible Ray Serve LLM deployment that works both in Jupyter and full terminal mode. +You can adapt it to larger models, scale it across nodes, or wrap it inside FastAPI. + +🔗 **Back to Saturn Cloud → [https://saturncloud.io](https://saturncloud.io)** + +--- + diff --git a/examples/nlp_and_llms/nvidia-rag-serve-api/ray_serve_llm.ipynb b/examples/nlp_and_llms/nvidia-rag-serve-api/ray_serve_llm.ipynb new file mode 100644 index 00000000..fe2de35a --- /dev/null +++ b/examples/nlp_and_llms/nvidia-rag-serve-api/ray_serve_llm.ipynb @@ -0,0 +1,188 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "d1a1950f", + "metadata": {}, + "source": [ + "# 🚀 Ray Serve LLM API\n", + "\n", + "This template demonstrates how to deploy **Models** using **Ray Serve + vLLM** and expose it through an **OpenAI-compatible API**.\n", + "\n", + "This a custom template on **Saturn Cloud custom templates** so users can plug-and-play LLM inference environments with GPU acceleration.\n" + ] + }, + { + "cell_type": "markdown", + "id": "d06caaab", + "metadata": {}, + "source": [ + "## 📩 Install required libraries\n", + "Install all the requireed library for the template" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "78b5ec11", + "metadata": {}, + "outputs": [], + "source": [ + "# Install required libraries\n", + "!pip install torch transformers fastapi uvicorn \"ray[serve, llm]\" requests huggingface_hub\n" + ] + }, + { + "cell_type": "markdown", + "id": "ec4c2ac1", + "metadata": {}, + "source": [ + "## đŸ§© Create Ray Serve Deployment File\n", + "\n", + "his writes a file called **`serve_llm.py`** which:\n", + "\n", + "* Configures the model (Qwen2.5-1.5B-Instruct)\n", + "* Creates a Ray Serve LLMConfig\n", + "* Builds an OpenAI-compatible API using Ray's `build_openai_app`\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "bc3b43ec", + "metadata": {}, + "outputs": [], + "source": [ + "%%writefile serve_llm.py\n", + "from ray.serve.llm import LLMConfig, build_openai_app\n", + "\n", + "MODEL_ID = \"Qwen/Qwen2.5-1.5B-Instruct\"\n", + "MODEL_ALIAS = \"qwen-1.5b\"\n", + "\n", + "engine_kwargs = dict(\n", + " tensor_parallel_size=1,\n", + " max_model_len=4096,\n", + ")\n", + "\n", + "deployment_config = dict(\n", + " autoscaling_config=dict(\n", + " min_replicas=1,\n", + " max_replicas=1,\n", + " )\n", + ")\n", + "\n", + "llm_config = LLMConfig(\n", + " model_loading_config=dict(\n", + " model_id=MODEL_ALIAS,\n", + " model_source=MODEL_ID,\n", + " ),\n", + " engine_kwargs=engine_kwargs,\n", + " deployment_config=deployment_config,\n", + ")\n", + "\n", + "app = build_openai_app({\"llm_configs\": [llm_config]})" + ] + }, + { + "cell_type": "markdown", + "id": "8f3464f5", + "metadata": {}, + "source": [ + "## ▶ Start Ray Serve and Deploy the Model\n", + "\n", + "This will:\n", + "\n", + "* Initialize Ray\n", + "* Start Ray Serve\n", + "* Deploy the Qwen model as an API at:\n", + " **[http://127.0.0.1:8000/v1/chat/completions](http://127.0.0.1:8000/v1/chat/completions)**" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "1e011e24", + "metadata": {}, + "outputs": [], + "source": [ + "import ray\n", + "from serve_llm import app\n", + "from ray import serve\n", + "\n", + "ray.init(ignore_reinit_error=True)\n", + "\n", + "serve.start(detached=False)\n", + "serve.run(app)" + ] + }, + { + "cell_type": "markdown", + "id": "3700cc7d", + "metadata": {}, + "source": [ + "## 💬 Test the API\n", + "\n", + "Sends a real chat request to your Ray Serve LLM deployment." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "eb912c3a", + "metadata": {}, + "outputs": [], + "source": [ + "import requests\n", + "\n", + "payload = {\n", + " \"model\": \"qwen-1.5b\",\n", + " \"messages\": [{\"role\": \"user\", \"content\": \"Explain API design.\"}]\n", + "}\n", + "\n", + "out = requests.post(\"http://127.0.0.1:8000/v1/chat/completions\", json=payload)\n", + "print(out.json())" + ] + }, + { + "cell_type": "markdown", + "id": "78c72539", + "metadata": {}, + "source": [ + "## ✹ Extract Only the Model \n", + "\n", + "This grabs the generated text only (no metadata)." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "e440e110", + "metadata": {}, + "outputs": [], + "source": [ + "res = out.json()[\"choices\"][0][\"message\"][\"content\"]\n", + "print(res)" + ] + }, + { + "cell_type": "markdown", + "id": "17f4ac64", + "metadata": {}, + "source": [ + "## 🏁 **Conclusion**\n", + "\n", + "You now have a fully running **Ray Serve LLM API** using Qwen2.5-1.5B-Instruct, powered by **vLLM** and exposed through an **OpenAI-compatible endpoint**.\n", + "This template can be extended to larger models, added to pipelines, or used inside production-grade ML workloads within Saturn Cloud.\n", + "\n", + "🔗 **Back to Saturn Cloud → [https://saturncloud.io](https://saturncloud.io)**" + ] + } + ], + "metadata": { + "language_info": { + "name": "python" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} From 734579af6caf6c500be6f3cadbbc11db379daf92 Mon Sep 17 00:00:00 2001 From: GeoSegun Date: Wed, 19 Nov 2025 00:51:26 +0100 Subject: [PATCH 09/12] template on deploying vllm models using tensor parallelism --- .../nlp_and_llms/nvidia-vllm-tp/README.md | 164 ++++++++++++++++++ .../nvidia-vllm-tp/requirements.txt | 7 + .../nvidia-vllm-tp/start_server.py | 69 ++++++++ .../nvidia-vllm-tp/test_client.py | 24 +++ 4 files changed, 264 insertions(+) create mode 100644 examples/nlp_and_llms/nvidia-vllm-tp/README.md create mode 100644 examples/nlp_and_llms/nvidia-vllm-tp/requirements.txt create mode 100644 examples/nlp_and_llms/nvidia-vllm-tp/start_server.py create mode 100644 examples/nlp_and_llms/nvidia-vllm-tp/test_client.py diff --git a/examples/nlp_and_llms/nvidia-vllm-tp/README.md b/examples/nlp_and_llms/nvidia-vllm-tp/README.md new file mode 100644 index 00000000..56413701 --- /dev/null +++ b/examples/nlp_and_llms/nvidia-vllm-tp/README.md @@ -0,0 +1,164 @@ +# **vLLM Server for Meta-Llama-3-70B-Instruct** + +This template provides a **production-ready deployment environment** on **Saturn Cloud** to serve the **Meta-Llama-3-70B-Instruct** model using the high-performance **vLLM** inference engine and a FastAPI web API. + +âžĄïž **Saturn Cloud lets you quickly launch multi-GPU machines to run large-scale models like Llama-3 70B. Learn more:** +[https://saturncloud.io](https://saturncloud.io) + +--- + +## **🔎 Overview** + +The **Meta-Llama-3-70B-Instruct** model is a powerful open-source LLM from Meta AI. +This template demonstrates how to deploy it efficiently using: + +* **Model:** `meta-llama/Meta-Llama-3-70B-Instruct` +* **Inference Engine:** vLLM +* **API Interface:** FastAPI (OpenAI-compatible) +* **Precision:** bfloat16 +* **Parallelism:** Tensor Parallelism across 4 GPUs +* **Use Cases:** Chatbots, RAG systems, model serving backends, enterprise AI apps + +vLLM provides optimized **PagedAttention**, **continuous batching**, and multi-GPU scaling—resulting in **significantly faster inference** compared to HuggingFace Transformers. + +--- + +## **đŸ’» Requirements & Setup** + +Running a 70B parameter model requires substantial hardware and proper authentication. + +--- + +### **1. Hardware Requirements** + +To run Llama-3 70B with vLLM, you need: + +| Component | Minimum Requirement | +| ---------------------- | -------------------------------------------------- | +| **GPUs** | 4× GPUs (A40 48GB, RTX 3090/4090, or 2× A100 80GB) | +| **VRAM** | ~140GB total (bfloat16 precision) | +| **Disk Space** | **150GB+** to store model weights | +| **Tensor Parallelism** | `tensor_parallel_size = 4` | + +This template is suited for Saturn Cloud multi-GPU instances. + +--- + +### **2. Hugging Face Authentication (Required)** + +Llama-3 models are **license-restricted** ("gated"). +You must authenticate before downloading. + +#### **Steps:** + +1. **Accept the License** + Visit: + [https://huggingface.co/meta-llama/Meta-Llama-3-70B-Instruct](https://huggingface.co/meta-llama/Meta-Llama-3-70B-Instruct) + +2. **Log in via CLI** + + ```bash + hf auth login + ``` + + Paste your HF access token. + +3. **Token in Script** + A placeholder token is included for testing, but **you must use your own token** in production. + + +--- + +### **3. Environment Setup** + +#### Create & activate your Python environment: + +```bash +python3 -m venv env +source env/bin/activate +``` + +#### Install dependencies: + +```bash +pip install -r requirements.txt +``` + +All required libraries (vLLM, FastAPI, Uvicorn, HF Hub support) are included inside `requirements.txt`. + +--- + +## **🚀 Running the Model** + +### **Step 1 — Start the API Server** + +Launch the vLLM FastAPI server: + +```bash +python start_server.py +``` + +You will see logs for: + +* GPU detection +* Model download progress +* Tensor parallel initialization +* Engine warm-up + +When ready: + +``` +INFO: Uvicorn running on http://0.0.0.0:8000 +``` + +Your vLLM server is now live and accepting OpenAI-style requests. + +--- + +### **Step 2 — Test Using the Client Script** + +In a separate terminal window: + +```bash +source env/bin/activate +python test_client.py +``` + +You will receive a JSON response similar to: + +```json +{ + "choices": [ + { + "message": { + "content": "Tensor parallelism is a technique that..." + } + } + ] +} +``` + +This confirms the vLLM server is functioning correctly. + +--- + +## **📌 Notes for Saturn Cloud Users** + +This template is ideal for running on **Saturn Cloud GPU clusters**, which provide: + +* Multi-GPU instances compatible with vLLM +* Prebuilt CUDA, NCCL, Python environments +* Fast storage needed for models of this size +* Ability to schedule long-running inference servers + +âžĄïž Learn more or launch GPU resources: [https://saturncloud.io](https://saturncloud.io) + +--- + +## **🏁 Conclusion** + +This template demonstrates how to deploy **Meta-Llama-3-70B-Instruct** efficiently using the **vLLM inference engine** with **tensor parallelism** across multiple GPUs. +It provides a fast and scalable foundation for real-world applications such as chat systems, RAG pipelines, or large-scale AI services. + +By combining vLLM’s optimizations with infrastructure from **Saturn Cloud**, you get a robust, production-grade environment for serving massive open-source LLMs. + diff --git a/examples/nlp_and_llms/nvidia-vllm-tp/requirements.txt b/examples/nlp_and_llms/nvidia-vllm-tp/requirements.txt new file mode 100644 index 00000000..20093290 --- /dev/null +++ b/examples/nlp_and_llms/nvidia-vllm-tp/requirements.txt @@ -0,0 +1,7 @@ +vllm +torch +huggingface_hub +fastapi +uvicorn +requests +hf_transfer \ No newline at end of file diff --git a/examples/nlp_and_llms/nvidia-vllm-tp/start_server.py b/examples/nlp_and_llms/nvidia-vllm-tp/start_server.py new file mode 100644 index 00000000..739fd5bb --- /dev/null +++ b/examples/nlp_and_llms/nvidia-vllm-tp/start_server.py @@ -0,0 +1,69 @@ +from vllm import LLM, SamplingParams +from fastapi import FastAPI +from pydantic import BaseModel +import uvicorn +import os + +# ----------------------------- +# ⚙ Model Setup +# ----------------------------- +# Use the Llama 3 model ID +MODEL_ID = "meta-llama/Meta-Llama-3-70B-Instruct" + +# ---- Tensor Parallelism ---- +TENSOR_PARALLEL = 4 + +# ----------------------------- +# 🚀 Initialize vLLM +# ----------------------------- +print(f"🔄 Loading model {MODEL_ID} using vLLM tensor parallelism...") +llm = LLM( + model=MODEL_ID, + tensor_parallel_size=TENSOR_PARALLEL, + gpu_memory_utilization=0.95, # High utilization as recommended + dtype="bfloat16", # Use bfloat16 for Ampere GPUs (A40/3090/etc) + enforce_eager=True, # Fixes AsyncEngineDead issues + max_model_len=8128, # Matches the context length in the guide +) + +sampling = SamplingParams( + temperature=0.7, + top_p=0.9, + max_tokens=512 +) + +# ----------------------------- +# 🌐 FastAPI (OpenAI-style API) +# ----------------------------- +app = FastAPI(title="vLLM Tensor Parallel Server") + + +class ChatRequest(BaseModel): + model: str + messages: list + + + +@app.post("/v1/chat/completions") +async def chat(req: ChatRequest): + user_msg = req.messages[-1]["content"] + + outputs = llm.generate([user_msg], sampling) + # Access the first element of the list before accessing attributes + text = outputs[0].outputs[0].text + + return { + "id": "tensorpar-chat", + "object": "chat.completion", + "model": req.model, + "choices": [ + {"index": 0, "message": {"role": "assistant", "content": text}} + ] + } + + +# ----------------------------- +# ▶ Run the Server +# ----------------------------- +if __name__ == "__main__": + uvicorn.run(app, host="0.0.0.0", port=8000) diff --git a/examples/nlp_and_llms/nvidia-vllm-tp/test_client.py b/examples/nlp_and_llms/nvidia-vllm-tp/test_client.py new file mode 100644 index 00000000..832890d2 --- /dev/null +++ b/examples/nlp_and_llms/nvidia-vllm-tp/test_client.py @@ -0,0 +1,24 @@ +import requests +import json # Import json module + +payload = { + + "model": "meta-llama/Meta-Llama-3-70B-Instruct", + "messages": [ + {"role": "user", "content": "Explain tensor parallelism simply."} + ] +} + +# Use the correct internal address +url = "http://127.0.0.1:8000/v1/chat/completions" + +res = requests.post(url, json=payload) + +# Check if the request was successful before parsing JSON +if res.status_code == 200: + data = res.json() + print("RAW:", json.dumps(data, indent=2)) + print("\nASSISTANT:", data["choices"][0]["message"]["content"]) +else: + print(f"Request failed with status code {res.status_code}") + print("Response text:", res.text) From d38138985b3d508a3042d6d47605226ffe8815c5 Mon Sep 17 00:00:00 2001 From: Olusegun Durojaye Date: Sat, 27 Dec 2025 18:18:14 -0500 Subject: [PATCH 10/12] PyTorch FSDP Training --- examples/nlp_and_llms/nvidia-fsdp/README.md | 84 ++++++++++ .../nlp_and_llms/nvidia-fsdp/requirements.txt | 6 + examples/nlp_and_llms/nvidia-fsdp/run_job.sh | 27 ++++ .../nlp_and_llms/nvidia-fsdp/setup_saturn.sh | 17 ++ .../nvidia-fsdp/src/train_fsdp.py | 146 ++++++++++++++++++ .../nvidia-fsdp/test_inference.py | 25 +++ 6 files changed, 305 insertions(+) create mode 100644 examples/nlp_and_llms/nvidia-fsdp/README.md create mode 100644 examples/nlp_and_llms/nvidia-fsdp/requirements.txt create mode 100644 examples/nlp_and_llms/nvidia-fsdp/run_job.sh create mode 100644 examples/nlp_and_llms/nvidia-fsdp/setup_saturn.sh create mode 100644 examples/nlp_and_llms/nvidia-fsdp/src/train_fsdp.py create mode 100644 examples/nlp_and_llms/nvidia-fsdp/test_inference.py diff --git a/examples/nlp_and_llms/nvidia-fsdp/README.md b/examples/nlp_and_llms/nvidia-fsdp/README.md new file mode 100644 index 00000000..ad3b3ed7 --- /dev/null +++ b/examples/nlp_and_llms/nvidia-fsdp/README.md @@ -0,0 +1,84 @@ +# 🚀 GPT-2 FSDP Training & Inference Template + +This repository provides a production-ready setup for fine-tuning GPT-2 on the WikiText-103 dataset using **Fully Sharded Data Parallel (FSDP)**. It is designed for researchers who need to validate models quickly without running exhaustive training cycles. + +### ✹ Key Features + +* **FSDP Optimization**: Efficiently shards model parameters across available GPUs. +* **Automated Lifecycle**: Training automatically saves checkpoints every 100 steps and terminates after 3 saves to manage cloud costs. +* **Dynamic Disk Management**: Automatically cleans up old checkpoints to prevent storage exhaustion. +* **Robust Inference**: A dedicated validation script that identifies and loads the latest healthy checkpoint. + +--- + +## đŸ› ïž 1. Setup and Environment + +Initialize your environment once per Saturn Cloud resource to install dependencies and cache the dataset. + +### Procedural Setup + +1. **Permissions**: Make the utility scripts executable. +```bash +chmod +x setup_saturn.sh run_job.sh + +``` + + +2. **Environment Build**: This script creates the `virt-env` and pre-downloads the WikiText shards to the local `./data` folder. +```bash +./setup_saturn.sh + +``` + + + +--- + +## 🏃 2. Running the Model + +### A. Distributed Training + +Launch the training process using the job runner. It automatically handles distributed initialization. + +```bash +./run_job.sh + +``` + +* **What to Expect**: The console will log Loss and VRAM metrics every 10 steps. +* **Checkpointing**: Every 100 steps, a `.bin` file is saved to the `checkpoints/` directory. +* **Auto-Termination**: The script exits gracefully after saving 3 checkpoints. + +### B. Validation Inference + +You can test the model as soon as the first checkpoint is saved. + +```bash +source virt-env/bin/activate +python test_inference.py + +``` + +**Expected Result**: +The script will load the latest `.bin` file and generate a text completion. + +> **Output example**: +> `🔄 Attempting to load: checkpoints/gpt2_wikitext_epoch0_step100.bin` +> `✅ Successfully loaded: checkpoints/gpt2_wikitext_epoch0_step100.bin` +> `--- Result ---` +> `The history of WikiText is a collection of high-quality articles used for benchmarking language models...` + +--- + +## 📂 Project Structure + +* **`checkpoints/`**: Auto-managed directory for model weights. +* **`src/train_fsdp.py`**: Core logic for sharding and training. +* **`test_inference.py`**: Script for model weight validation. +* **`data/`**: Local cache for the WikiText-103 dataset. + +--- + +## 🌐 Powered by Saturn Cloud + +This template is built to run seamlessly on the **[Saturn Cloud Platform](https://saturncloud.io/)**. For advanced scaling, multi-node configurations, or persistent storage volumes, refer to the **[Saturn Cloud Documentation](https://saturncloud.io/docs/)**. diff --git a/examples/nlp_and_llms/nvidia-fsdp/requirements.txt b/examples/nlp_and_llms/nvidia-fsdp/requirements.txt new file mode 100644 index 00000000..3082157d --- /dev/null +++ b/examples/nlp_and_llms/nvidia-fsdp/requirements.txt @@ -0,0 +1,6 @@ +torch>=2.0.0 +transformers>=4.31.0 +datasets>=2.12.0 +pyarrow +tqdm +accelerate \ No newline at end of file diff --git a/examples/nlp_and_llms/nvidia-fsdp/run_job.sh b/examples/nlp_and_llms/nvidia-fsdp/run_job.sh new file mode 100644 index 00000000..c0c20e5f --- /dev/null +++ b/examples/nlp_and_llms/nvidia-fsdp/run_job.sh @@ -0,0 +1,27 @@ +#!/bin/bash +# 1. Activate the isolated environment +source virt-env/bin/activate + +# 2. Set defaults for RunPod environment +# If SATURN_GPUS_PER_NODE is empty, use the number of GPUs detected by nvidia-smi +DETECTOR_GPUS=$(nvidia-smi -L | wc -l) +NUM_GPUS=${SATURN_GPUS_PER_NODE:-$DETECTOR_GPUS} + +# If SATURN variables are missing, default to a standalone single node +NODE_RANK=${SATURN_NODE_RANK:-0} +MASTER_ADDR=${SATURN_MASTER_ADDR:-"127.0.0.1"} +NUM_NODES=${SATURN_NUM_NODES:-1} + +echo "🚀 Starting Distributed Training on RunPod..." +echo "📊 GPUs detected/used: $NUM_GPUS" +echo "🌐 Node Rank: $NODE_RANK" + +# 3. Launch with torchrun +# Use --standalone for single-node RunPod testing +torchrun \ + --nproc_per_node=$NUM_GPUS \ + --nnodes=$NUM_NODES \ + --node_rank=$NODE_RANK \ + --master_addr=$MASTER_ADDR \ + --master_port=12355 \ + src/train_fsdp.py \ No newline at end of file diff --git a/examples/nlp_and_llms/nvidia-fsdp/setup_saturn.sh b/examples/nlp_and_llms/nvidia-fsdp/setup_saturn.sh new file mode 100644 index 00000000..e5d92b41 --- /dev/null +++ b/examples/nlp_and_llms/nvidia-fsdp/setup_saturn.sh @@ -0,0 +1,17 @@ +#!/bin/bash +# 1. Update system packages +apt update && apt install -y python3-venv + +# 2. Create the virtual environment +echo "🐍 Creating virtual environment..." +python3 -m venv virt-env + +# 3. Activate the environment +source virt-env/bin/activate + +# 4. Install high-performance libraries +echo "🚀 Installing dependencies..." +pip install --upgrade pip +pip install -r requirements.txt + +echo "✅ Environment ready." \ No newline at end of file diff --git a/examples/nlp_and_llms/nvidia-fsdp/src/train_fsdp.py b/examples/nlp_and_llms/nvidia-fsdp/src/train_fsdp.py new file mode 100644 index 00000000..1accaaac --- /dev/null +++ b/examples/nlp_and_llms/nvidia-fsdp/src/train_fsdp.py @@ -0,0 +1,146 @@ +import os +import sys +import time +import functools +import torch +import torch.distributed as dist +import torch.nn as nn +from datasets import load_dataset +from transformers import AutoTokenizer, AutoModelForCausalLM +from torch.utils.data import DataLoader +from torch.utils.data.distributed import DistributedSampler + +# FSDP Specific Imports +from torch.distributed.fsdp import ( + FullyShardedDataParallel as FSDP, + MixedPrecision, + ShardingStrategy, + CPUOffload, + StateDictType, + FullStateDictConfig, +) +from torch.distributed.fsdp.wrap import transformer_auto_wrap_policy +from transformers.models.gpt2.modeling_gpt2 import GPT2Block +from torch.distributed.algorithms._checkpoint.checkpoint_wrapper import ( + checkpoint_wrapper, + CheckpointImpl, + apply_activation_checkpointing, +) + + + +def setup(): + """Initializes the distributed process group for NCCL.""" + dist.init_process_group("nccl") + +def cleanup(): + """Cleans up the distributed process group.""" + dist.destroy_process_group() + +def log_stats(epoch, batch_idx, loss, start_time): + """Logs training progress, throughput, and GPU memory efficiency.""" + if dist.get_rank() == 0: + # 1. Calculate Throughput (Samples per Second) + elapsed = time.time() - start_time + samples_per_sec = (batch_idx + 1) * 4 * dist.get_world_size() / elapsed + + # 2. Get Memory Metrics in GB + peak_mem = torch.cuda.max_memory_allocated() / (1024 ** 3) + reserved_mem = torch.cuda.memory_reserved() / (1024 ** 3) + + print(f"| Epoch: {epoch} | Batch: {batch_idx} | Loss: {loss:.4f} |") + print(f"| Speed: {samples_per_sec:.2f} samples/sec | Peak Mem: {peak_mem:.2f} GB | Reserved: {reserved_mem:.2f} GB |") + print("-" * 60) + +def train_one_epoch(model, dataloader, optimizer, epoch): + model.train() + start_time = time.time() + + # --- CONFIGURATION FOR QUICK TESTING --- + save_every_n_steps = 100 # Save a checkpoint every 100 steps + max_total_steps = 300 # Stop training completely after 300 steps + # ---------------------------------------- + + for batch_idx, batch in enumerate(dataloader): + if batch_idx >= max_total_steps: + if dist.get_rank() == 0: + print(f"🛑 Reached max steps ({max_total_steps}). Terminating training.") + return # Exit the function and stop training + + input_ids = batch["input_ids"].to(torch.cuda.current_device()) + optimizer.zero_grad() + loss = model(input_ids, labels=input_ids).loss + loss.backward() + optimizer.step() + + if batch_idx % 10 == 0: + log_stats(epoch, batch_idx, loss.item(), start_time) + + # Save Checkpoint + if batch_idx > 0 and batch_idx % save_every_n_steps == 0: + if dist.get_rank() == 0: + os.makedirs("checkpoints", exist_ok=True) + checkpoint_path = f"checkpoints/gpt2_step_{batch_idx}.bin" + # Standard FSDP state dict gathering + with FSDP.state_dict_type(model, StateDictType.FULL_STATE_DICT): + state_dict = model.state_dict() + torch.save(state_dict, checkpoint_path) + print(f"đŸ’Ÿ Checkpoint saved at {checkpoint_path}") + + +def main(): + setup() + local_rank = int(os.environ["LOCAL_RANK"]) + torch.cuda.set_device(local_rank) + + # 1. Load Data: WikiText-103 + dataset = load_dataset("wikitext", "wikitext-103-v1", split="train") + tokenizer = AutoTokenizer.from_pretrained("gpt2") + tokenizer.pad_token = tokenizer.eos_token + + def tokenize_function(examples): + return tokenizer(examples["text"], truncation=True, padding="max_length", max_length=512) + + tokenized_dataset = dataset.map(tokenize_function, batched=True, remove_columns=["text"]) + tokenized_dataset.set_format("torch") + + sampler = DistributedSampler(tokenized_dataset, num_replicas=dist.get_world_size(), rank=dist.get_rank()) + dataloader = DataLoader(tokenized_dataset, batch_size=4, sampler=sampler) + + # 2. Configure FSDP Policies + # Use BF16 Mixed Precision for Ampere (A100/H100) efficiency + mp_policy = MixedPrecision(param_dtype=torch.bfloat16, reduce_dtype=torch.bfloat16) + + gpt2_auto_wrap_policy = functools.partial( + transformer_auto_wrap_policy, + transformer_layer_cls={GPT2Block}, + ) + + # 3. Initialize and Wrap Model + model = AutoModelForCausalLM.from_pretrained("gpt2").to(local_rank) + + model = FSDP( + model, + auto_wrap_policy=gpt2_auto_wrap_policy, + mixed_precision=mp_policy, + sharding_strategy=ShardingStrategy.FULL_SHARD, # Max memory efficiency + device_id=local_rank + ) + + # 4. Apply Activation Checkpointing to each Transformer Block + non_reentrant_wrapper = functools.partial(checkpoint_wrapper, offload_to_cpu=False) + for module in model.modules(): + if isinstance(module, GPT2Block): + module = non_reentrant_wrapper(module) + + # 5. Initialize Optimizer AFTER FSDP Wrapping + optimizer = torch.optim.AdamW(model.parameters(), lr=1e-5) + + # 6. Execute Training + for epoch in range(1): + train_one_epoch(model, dataloader, optimizer, epoch) + + cleanup() + +if __name__ == "__main__": + main() \ No newline at end of file diff --git a/examples/nlp_and_llms/nvidia-fsdp/test_inference.py b/examples/nlp_and_llms/nvidia-fsdp/test_inference.py new file mode 100644 index 00000000..4ea6b7ec --- /dev/null +++ b/examples/nlp_and_llms/nvidia-fsdp/test_inference.py @@ -0,0 +1,25 @@ +import torch +from transformers import AutoTokenizer, AutoModelForCausalLM + +def run_inference(checkpoint_path, prompt="The history of WikiText is"): + print(f"Loading checkpoint: {checkpoint_path}") + + # 1. Initialize Model and Tokenizer + tokenizer = AutoTokenizer.from_pretrained("gpt2") + model = AutoModelForCausalLM.from_pretrained("gpt2") + + # 2. Load trained weights + # Use map_location='cpu' if testing on a machine without GPU + state_dict = torch.load(checkpoint_path, map_location='cpu') + model.load_state_dict(state_dict) + + # 3. Generate Text + inputs = tokenizer(prompt, return_tensors="pt") + outputs = model.generate(**inputs, max_length=200, do_sample=True, top_p=0.95) + + print("\n--- GENERATED TEXT ---") + print(tokenizer.decode(outputs[0], skip_special_tokens=True)) + +if __name__ == "__main__": + # Point this to your latest .bin file in the checkpoints folder + run_inference("checkpoints/gpt2_step_200.bin") \ No newline at end of file From 23f26b40f217e6d7b7838b13c44e723223b4359b Mon Sep 17 00:00:00 2001 From: Olusegun Durojaye Date: Sun, 28 Dec 2025 17:47:27 -0500 Subject: [PATCH 11/12] DeepSpeed ZeRO-3 Training --- .../nlp_and_llms/nvidia-deepspeed/README.md | 94 +++++++++++++++++++ .../nvidia-deepspeed/ds_config_zero3.json | 20 ++++ .../nlp_and_llms/nvidia-deepspeed/run_job.sh | 4 + .../nvidia-deepspeed/setup_saturn.sh | 23 +++++ .../src/train_transformerrs.py | 71 ++++++++++++++ .../nvidia-deepspeed/test_inference.py | 27 ++++++ 6 files changed, 239 insertions(+) create mode 100644 examples/nlp_and_llms/nvidia-deepspeed/README.md create mode 100644 examples/nlp_and_llms/nvidia-deepspeed/ds_config_zero3.json create mode 100644 examples/nlp_and_llms/nvidia-deepspeed/run_job.sh create mode 100644 examples/nlp_and_llms/nvidia-deepspeed/setup_saturn.sh create mode 100644 examples/nlp_and_llms/nvidia-deepspeed/src/train_transformerrs.py create mode 100644 examples/nlp_and_llms/nvidia-deepspeed/test_inference.py diff --git a/examples/nlp_and_llms/nvidia-deepspeed/README.md b/examples/nlp_and_llms/nvidia-deepspeed/README.md new file mode 100644 index 00000000..e7afadc3 --- /dev/null +++ b/examples/nlp_and_llms/nvidia-deepspeed/README.md @@ -0,0 +1,94 @@ +# DeepSpeed ZeRO-3 Training +This template provides a robust environment for training large-scale Transformer models (like GPT-2 Large) using **DeepSpeed ZeRO-Stage 3**. By partitioning model parameters, gradients, and optimizer states across multiple GPUs, this setup overcomes the memory limitations of a single device. + +For more information on the underlying platform, visit the [Saturn Cloud Documentation](https://saturncloud.io/docs/). +## 📂 Project Structure + +* **`setup_saturn.sh`**: Environment initialization script to install DeepSpeed and dependencies. +* **`src/train_transformers.py`**: Main training script using Hugging Face `Trainer` and DeepSpeed. +* **`ds_config_zero3.json`**: Configuration file for ZeRO-3 sharding and CPU offloading. +* **`run_job.sh`**: Distributed training launcher script. +* **`test_inference.py`**: Optimized generation script using DeepSpeed Inference kernels. + +--- + +## 🚀 Complete Procedure + +### 1. Environment Setup + +Before running any code, you must initialize the virtual environment to install the necessary DeepSpeed and Torch libraries. Refer to the [Saturn Cloud Docs for Setup Guide](https://saturncloud.io/docs/) for advanced configuration. + +```bash +chmod +x setup_saturn.sh +./setup_saturn.sh + +``` + +### 2. Hardware Preparation + +To prevent filesystem errors during kernel compilation on Saturn Cloud's distributed architecture, create the Triton autotune directory: + +```bash +mkdir -p /root/.triton/autotune + +``` + +### 3. Training Execution + +Launch the training process across your GPUs using the provided job script: + +```bash +./run_job.sh + +``` + +* **The "Silent Phase"**: Note that ZeRO-3 requires a period of "silence" (usually 2-5 minutes for GPT-2) while it shards the model parameters before the first step appears. +* **Automatic Consolidation**: The script is configured to automatically gather sharded 16-bit weights into a single `model.safetensors` file upon saving. + +### 4. Inference Testing + +After training completes and a checkpoint folder (e.g., `checkpoint-65`) is created, run the optimized inference test. + +**Update `test_inference.py`:** +Ensure the `model_path` variable matches your checkpoint folder: + +```python +model_path = "./checkpoints/checkpoint-65" + +``` + +**Launch Inference:** +Ensure the virtual environment is activated and then run the python test script: + +```bash +python test_inference.py + +``` + +--- + +## đŸ› ïž Key Configurations + +### ZeRO-3 Optimization (`ds_config_zero3.json`) + +* **`stage3_gather_16bit_weights_on_model_save`**: Set to `true` to ensure your checkpoints are saved in a standard format for easy testing. +* **`overlap_comm`**: Set to `false` in this template to maximize stability and prevent deadlocks on virtualized interconnects. + +### Training Stability (`src/train_transformers.py`) + +* **NCCL Flags**: The script forces `NCCL_P2P_DISABLE=1` to ensure reliable communication on cloud-based GPU clusters. +* **Data Collator**: Uses `DataCollatorForLanguageModeling` to handle padding and ensure uniform tensor shapes during training, preventing "ValueError" crashes. + +--- + +## 📈 Scaling Guide + +To scale from the verified test to a production-level run: + +1. **Model**: Change `model_id` to `"gpt2-large"` in `src/train_transformers.py`. +2. **Dataset**: Remove the `[:1%]` slice to train on the full dataset. +3. **Sequence Length**: Increase `max_length` to `512` or `1024` in the `tokenize_function`. + +For more community support, visit the [Saturn Cloud Community Slack](https://www.google.com/search?q=https://saturncloud.io/community/). + +--- \ No newline at end of file diff --git a/examples/nlp_and_llms/nvidia-deepspeed/ds_config_zero3.json b/examples/nlp_and_llms/nvidia-deepspeed/ds_config_zero3.json new file mode 100644 index 00000000..5b1cfd29 --- /dev/null +++ b/examples/nlp_and_llms/nvidia-deepspeed/ds_config_zero3.json @@ -0,0 +1,20 @@ +{ + "fp16": { + "enabled": "auto" + }, + "zero_optimization": { + "stage": 3, + "overlap_comm": false, + "contiguous_gradients": true, + "sub_group_size": 1e6, + "reduce_bucket_size": 1e6, + "stage3_prefetch_bucket_size": 1e6, + "stage3_param_persistence_threshold": 1e5, + "stage3_max_live_parameters": 1e8, + "stage3_max_reuse_distance": 1e8, + "stage3_gather_16bit_weights_on_model_save": true + }, + "train_micro_batch_size_per_gpu": "auto", + "gradient_accumulation_steps": "auto", + "steps_per_print": 10 +} \ No newline at end of file diff --git a/examples/nlp_and_llms/nvidia-deepspeed/run_job.sh b/examples/nlp_and_llms/nvidia-deepspeed/run_job.sh new file mode 100644 index 00000000..1a3a153b --- /dev/null +++ b/examples/nlp_and_llms/nvidia-deepspeed/run_job.sh @@ -0,0 +1,4 @@ +#!/bin/bash +source virt-env/bin/activate +# Automatically uses all detected GPUs for ZeRO-3 sharding +deepspeed src/train_transformers.py \ No newline at end of file diff --git a/examples/nlp_and_llms/nvidia-deepspeed/setup_saturn.sh b/examples/nlp_and_llms/nvidia-deepspeed/setup_saturn.sh new file mode 100644 index 00000000..d1883933 --- /dev/null +++ b/examples/nlp_and_llms/nvidia-deepspeed/setup_saturn.sh @@ -0,0 +1,23 @@ +#!/bin/bash +# 1. Update system and install virtual environment tools +apt-get update && apt-get install -y python3-venv python3-pip ninja-build + +# 2. Create and activate the virtual environment +python3 -m venv virt-env +source virt-env/bin/activate + +# 3. Install core dependencies +# We recommend installing deepspeed from source for best hardware matching +pip install --upgrade pip +pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu121 +pip install "transformers[deepspeed]>=4.31.0" datasets accelerate tqdm + +# 4. Optional: Install DeepSpeed with optimized ops +# This step builds the C++/CUDA extensions required for high performance +DS_BUILD_OPS=1 pip install deepspeed + +# 5. Pre-cache dataset to prevent network timeouts during training +echo "📩 Pre-caching WikiText-2 dataset..." +python3 -c "from datasets import load_dataset; load_dataset('wikitext', 'wikitext-2-raw-v1', cache_dir='./data')" + +echo "✅ Saturn Cloud Environment Setup Complete." \ No newline at end of file diff --git a/examples/nlp_and_llms/nvidia-deepspeed/src/train_transformerrs.py b/examples/nlp_and_llms/nvidia-deepspeed/src/train_transformerrs.py new file mode 100644 index 00000000..b2111e3a --- /dev/null +++ b/examples/nlp_and_llms/nvidia-deepspeed/src/train_transformerrs.py @@ -0,0 +1,71 @@ +import os +import datetime +import torch +import torch.distributed as dist +from transformers import ( + AutoModelForCausalLM, + AutoTokenizer, + TrainingArguments, + Trainer, + DataCollatorForLanguageModeling +) +from datasets import load_dataset + +# Force NCCL stability on cloud instances +os.environ["NCCL_P2P_DISABLE"] = "1" +os.environ["NCCL_IB_DISABLE"] = "1" + +def main(): + if not dist.is_initialized(): + dist.init_process_group(backend="nccl", timeout=datetime.timedelta(minutes=10)) + + model_id = "gpt2" + tokenizer = AutoTokenizer.from_pretrained(model_id) + tokenizer.pad_token = tokenizer.eos_token + + # 1. Load tiny dataset + dataset = load_dataset("wikitext", "wikitext-2-raw-v1", split="train[:1%]") + + # 2. Tokenize function with padding and truncation + def tokenize_function(examples): + return tokenizer( + examples["text"], + truncation=True, + max_length=128, # Keep small for fast test + padding="max_length" + ) + + # 3. Prepare data (Filter out empty rows to avoid errors) + dataset = dataset.filter(lambda x: len(x["text"]) > 5) + tokenized_ds = dataset.map(tokenize_function, batched=True, remove_columns=dataset.column_names) + + # 4. Data Collator + data_collator = DataCollatorForLanguageModeling(tokenizer=tokenizer, mlm=False) + + training_args = TrainingArguments( + output_dir="./checkpoints", + per_device_train_batch_size=2, + num_train_epochs=1, + deepspeed="ds_config_zero3.json", + fp16=True, + logging_steps=1, + report_to="none" + ) + + # 5. Load Model + model = AutoModelForCausalLM.from_pretrained(model_id) + model.config.use_cache = False + + # 6. Initialize Trainer + trainer = Trainer( + model=model, + args=training_args, + train_dataset=tokenized_ds, + data_collator=data_collator # ADDED THIS + ) + + print("🚀 Launching Final Verified ZeRO-3 Engine...") + trainer.train() + +if __name__ == "__main__": + main() \ No newline at end of file diff --git a/examples/nlp_and_llms/nvidia-deepspeed/test_inference.py b/examples/nlp_and_llms/nvidia-deepspeed/test_inference.py new file mode 100644 index 00000000..4cb7caec --- /dev/null +++ b/examples/nlp_and_llms/nvidia-deepspeed/test_inference.py @@ -0,0 +1,27 @@ +import torch +from transformers import AutoModelForCausalLM, AutoTokenizer, pipeline + +def test_generation(): + + model_path = "./checkpoints/checkpoint-65" + + print(f"📩 Loading model from {model_path}...") + tokenizer = AutoTokenizer.from_pretrained("gpt2") + model = AutoModelForCausalLM.from_pretrained(model_path) + + # Move to GPU if available + device = 0 if torch.cuda.is_available() else -1 + generator = pipeline("text-generation", model=model, tokenizer=tokenizer, device=device) + + # Test prompt from the WikiText domain + prompt = "The phenomenon of distributed computing allows" + + print("🔼 Generating...") + output = generator(prompt, max_length=50, num_return_sequences=1, truncation=True) + + print("\n--- GENERATED TEXT ---") + print(output[0]['generated_text']) + print("----------------------") + +if __name__ == "__main__": + test_generation() \ No newline at end of file From aad83e8de56837a85f0a58c05755ba08bcf13c45 Mon Sep 17 00:00:00 2001 From: Olusegun Durojaye Date: Sun, 28 Dec 2025 17:56:32 -0500 Subject: [PATCH 12/12] DeepSpeed ZeRO-3 Training --- .../nlp_and_llms/nvidia-deepspeed/README.md | 3 +++ .../nvidia-deepspeed/memory-sharding.png | Bin 0 -> 1220348 bytes 2 files changed, 3 insertions(+) create mode 100644 examples/nlp_and_llms/nvidia-deepspeed/memory-sharding.png diff --git a/examples/nlp_and_llms/nvidia-deepspeed/README.md b/examples/nlp_and_llms/nvidia-deepspeed/README.md index e7afadc3..ea0fb3b3 100644 --- a/examples/nlp_and_llms/nvidia-deepspeed/README.md +++ b/examples/nlp_and_llms/nvidia-deepspeed/README.md @@ -1,4 +1,7 @@ # DeepSpeed ZeRO-3 Training + +![Memory Sharding Icon](./memory-sharding.png) + This template provides a robust environment for training large-scale Transformer models (like GPT-2 Large) using **DeepSpeed ZeRO-Stage 3**. By partitioning model parameters, gradients, and optimizer states across multiple GPUs, this setup overcomes the memory limitations of a single device. For more information on the underlying platform, visit the [Saturn Cloud Documentation](https://saturncloud.io/docs/). diff --git a/examples/nlp_and_llms/nvidia-deepspeed/memory-sharding.png b/examples/nlp_and_llms/nvidia-deepspeed/memory-sharding.png new file mode 100644 index 0000000000000000000000000000000000000000..474b4caa35175cc27acb4003d8cfb2148b07f499 GIT binary patch literal 1220348 zcmeEu1z1$u`u8w&HxhzKhYS<6fHWwb0#d`w&^ZGLA`(gpiWsDHBPr4--5^LP0)j}3 zfuMxMxAEXn?>+Z_&;9N_&-Z-)=kh!o_S$>JyVibdy}x%6si&h(NybVB0)Z&cYN!~1 zKm@=o0f+<){P`HzFaiSM!yS!Gy-c;WWKiy|5G2~&76b8h^#I<3K(c3iJ&-78j2EXZ z#@^9Qj_X7H6E03iv>exYac!u!hcd>&QR5O8V|Yo&2zALBC5`4fBhM-8D+6@kit$2n z`ntNf;beT}xW4r(1Kb}z7UkmnR>jL%j>}YAk5kzli{TW9h(n-UKx-`8PR2k*?WiqK zlH+pl^74=o6}@=zBIF_h;*PZ!g-J_Gi$dX|aJUFiLj>pN=7sbXal>(c??DBFLtz~~ zyd2%#I1hV7+PZst$#DTAe-eKzH{8*@ffW!vd?N~jKo5!hR`slh7fKA6kg6}x z{)iHwW7Ib~a9(K9pDKvLp-?FiC|m?C{d;>42X`-boP)c^@2!6s@Aub7gC34Aqk{Cp z7&*FPbg_=Wx+7iWxZqH@xCjjBSjq?vmw}1PK&6DCP#Gwci}R=PWmJIrUPu>1cW*2T zqvq&>G4k`k{5~+s2l6}RZkUTWlsg)O6Gi{l2KTLv7f@dmSO*VxoTC@!yrY+c5fc7=;{k4`i)=lQHri?Ad z))t8tM~T3oPzez@TpB4NVTVMEh)Khxr7>dSl49aWU@ZF3qwWNL>kftcyFnp1M|(G< zmp2x3Sl<|B>yCYP&5Wod6OWJiWQZAl3p51(F>tA*m4r9*43X4oOZ=e>9|_AI=No$|(VbBH%DVDE~Kt=)W__Z?x!P-2qB) zj&An9lLa+{(i0JXn=KgcXxjLA#P~`e0%xL9>@oRG%`?|Nhqo2CGu-dH_fQ$$WVq2% zaE72up}!Jsp))jN&Pko;)^?`9 zNJ3q{kAjCsU<0*+@_jEu@xoY-)Y~Bwinyb29uN;_M~FQjRiaR_-|Kjgb_NG&G;4U`I)#_yBD!-EEg9KJb0;1BhKUQG8+$Ax)* z?-c9k0|+b72g=>e3*+V`A|WM(L`p~^M4-Tr2plOTA%c{WM2bMAq-;@Ak_d50C=!D6 za>pX=G2f_l!5}>xagalGZYySID*+Xgf{SBNC~*`5g^{ooMPXe4>Rg~KM5N!>8K2-M z`tZr1h##*A2>2*?pn%0eq0r(YXe0(LA}NiO6p^x(LWvx^tkAP zVW2frs&OCNcuCnU?frreplfyt*1V)mFwIo`|vOdC}Bk45SiDL(Oy(*P-E`dNw% z+}*u6f0A3MI8+J{R0+5QAh!tUPsP7NRro+@en=;wa4-Rg3*Qz*P{TcM$dGyOWgfAk z=L?m3hSJ-{cXRO>aD7t4eYuzGoP>Hl7HT}qMzan?E?h6HyHaxb-Jk-#8FJIQIHm}8 zOm&rMrRv}=WYkJk389@%u4cpQwl6Ep5>&@Ps3M=L><5T02_U)z|CpP9k!d`le=gH> zzsocUln4-QFdhhs{w`sFWST-vpr^i3 zl_;J>>eErYk1Tj>VSS~uh4R>Ek)jiCpF0Jcar%RyB9cv9QJFTKAvwP9G_hTm%N=5|JO(Bc;J3 zNDmGoxB|Tl#=|?(Ok;jvGCU{@O8HYGLJ$GxMd-0w{B!(ml;zeoQdsVu*GV!(9}Q_` z+NUoSptmwXU`Ehxs7CA>TPCMkYEft={={*O*e>28RO@0uzTynnQ_zv4Zf( zz$7sA!8Bp+v)J?y!VExgdw@&#$O2On$n8D%5xbJJ*;=fcM{fR}$M_f7HTV;<3juiN zn+4|mS$4m<*@s@Gh@ltK)#K3a{cM7v(oiWFLQG2h&;%o3Kv5bB1B!qNHu~c+e=)&O zDCFCi^!(q)JoM@hhvWQxI7M$SheIdQkJAY7Z2qyWZHh~_<{#im$mvR79(8}(MSAO! zkJOFl9;HOh*GaFnPWG1Lk40mQ7kg`PbR|~qMTr`5xuw_EgpxfIOFh-SX#s%+L4)`H z&eZ-ROKLDnsmN%h$NJ@zS4hB>ZLa-Ex2Rt%=_}*-XdAE7__I!xDnyugWY7H8jla;6 zqJX6n@xmehlqF?4R3*HJ?g7Oiqa3*qBtJ6^z9R@~2bh-K8I>+`UQW+pBZ9=$C zE`OmxpSzuBrlEx8uxPsla_{ZtXJG&RHT)TEG$4B5r@&=$WQtTlSKYAm;C6I&DjMOl zbCa|hz40?;f0Zc``^6Of6*BV=Y*ALg=2|0(&S=lHVmSIMR_(kh%P_7RVxu)o`>f4Hh?S0$r?_M*&kkPcYPjJXd6xBe{K$w2OqMe#c#3PuHzQo#Cg~si|W%kmnYGh2UKR%)bwyyrGWJzkrv( z^naxEe>Pp|!P&qL=ev<31uWYymJE9Q$2&q8^|uYxPi9B-$6Epz7Xjxn>!2)I8t+1l zC3z!6VLxShAk1y{#g|6w2b$JsfgTK0@~7UxqA&p{ACw0QG;~S7-!3bZ!zL{ua3%Dl zkM_!eR^L;*X3k8fyyNaHf;WDWY%qZuR0Yhb8P+0K0fAOLx*(o#izf#wHmhA5s$f3K z#bhq+Di^;5=9DPi7+S9LV5*j~W9@XNNgt5ms#)XDc%%1>S<^_51A)PsAYE`74u{*3 z!#iNpx&drhKa$~r(nIiuxG=ovKlZH5w5;ZNADqpc%8J^icPte$GQATb;7noNvzEVN5u$$Yk=G}~GjBp1-AgE|)xLPpl;4#upOE{* z&36#!R}#d<%+qPVJ(2(%73sqb(IHho!~%?e76erTp9H0zJFpdy;j{9uR(;&}WIpe# zK~eC-hs@x>)Rnu*3!=q9m1kG4k}>m0UnmIIax#2gNvTE%kqWLn&J!xVU&ts!&Xyhm zjs$dhC~yS>7x9r!2PHFABsp+DoL#Er{{X_8+7#Xy`H6zRFh~IGG+<%~7y|JvNB{*~ zt8YcP`M>|A{|9d*PM4$Kn%H7q>mJ99t>QAFmYGY+LTy%3i_cUz>Dxr2T|#%3;hIL( z1P`^^8n-pFHobekAMi>$G+O3~vV!}e!9Bk^Bg8>KpyAMN|Du^m|KVPLvBqeZ zGyJh;tcJ#e)lIU4TPAvYzj!Er=&P%IcLxB$kb(l+;O}K%NAc(P@YFx#i;w_J2>SV3 zA8m7K9RhFE)Q6}klYI$Z-Q*HPo;jVxP?ezE5*cj(t1f@4T>5%?fknI``wVJ&f+*r8 z;8^s;D7Yhkkyr{J>Kti+0X~(S2Um-J&)y2%Zc4m zKzSh1rm8>~>)-!D16{!tL0?Q2R`(nyL~GM(%f!5&cSIrd-hQ}j5M;XU!0O#+IqA&b zEPGYkEQs14pN=EGq}}!GT$y`7AtvIAu5N2FG_xA}3Iqas9tGj}kAiS6e;Q~MHi|NO-vJ_{w80j5d)V8KeEs^+i4jkclDCHEbF577Fu{4LSH zzd|8h?Co$4NZ@;cK*V833@7*-!y*45>igq60W3%G_?HF%`~5wK{-FD?LChhKW@5h0 z<7zhMkjZc%XaGxcKp&z=M^p1%oS=VTldMDLkvPVnYm=s6u*MHaGzkKk&Lkv`PRF1U8<~+fpettU0 zi8ZyHk;+-e(WYe^Lj(s5`uhf3CfLXmdb&;RPRRuMGR6hr!u) zzumcfvsg#A&KUqczvIKcoJa5=r>)<2gy_hCI{F-yJ@XCl4eR(5_y9b#(&5x-9jssxbfmR^7Z&t?z zi*Z4IGtLf<9sv05;e8nJ{poXI&mKPG{LusFVe9W+*r`7`=D#%{6a?Z1A5HR~K)DjO z2n5m&g%Uy7i2;xi6oC;z!ldm)#4u7YaWRA)8bGH2TIjzU^*;;cnj9|HA(UJ89m;J3 z_PtHOrTTrF7DjK7Z$AOA^T0ZdQazh}Sh@1-XV?9&0BF8pxll<2us0Q#LP&q#rU7^^ zP?Y*Nv0O=D!TvK??m;5S+Kd3=m~dr1fsj5$CmFv`Q&OP!M5ZqDG0`AmBDO% z-X|ZKpMFlNuzr*o7cq)jOefkL7r)mxZTp|ca$kg(GHt!=Wvk#PZFCK75qK;uu>8;W zcmKt5|8KEeDHs3?ivZCBq==*#T2jPTOd2YJfWv{r3z(QK(iZ)*q8n;!T7lkuhV)Tfs_xP0GIi}Tt37tH-Hme{X`S1Em{ZMpz3 zci-W4b$4sX&fpeZF#+p{Kb^rG>+fOM-@shJmVF0vNkJ=pJuIKg9nJ!1ZaNSr?FO#z zXs!$2`*(vWldC=+qsj{}^>k!XtbW!ke+8QGTSCbj_;=5e#m1&CZ#-c^*ii6|2@SK!e~rss8zIjK2V3jJE2=*3JXW<~dW9`y^1Nf0 zUNV7zr3=BW-G3F$HF-JZOQwVpj%(=N%|9-CE~=A}^%qB5ZZXGo-zusMB6Mhulh)r?pxy@VtNo_TSbR`4r21Ur#yQch#~&lEXi?B2I2QJ^^6l|AM*y z1#=H`uMaoRf148cFQgLvp~(F}t?-XhiT+oBxqqbd|3hFdV0Qi%%w5iNZPszZO)

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