From 280c2a834a7b21c3cd1a12268e1770e2d76a50cf Mon Sep 17 00:00:00 2001 From: varun tulsian Date: Wed, 8 Oct 2025 17:33:53 +0530 Subject: [PATCH] adding mermaid dia for deepseek.py --- deepseek/README.md | 5 +++- deepseek/images/deepseek_arch.mermaid | 41 ++++++++++++++++++++++++++ deepseek/images/deepseek_arch.png | Bin 0 -> 147814 bytes 3 files changed, 45 insertions(+), 1 deletion(-) create mode 100644 deepseek/images/deepseek_arch.mermaid create mode 100644 deepseek/images/deepseek_arch.png diff --git a/deepseek/README.md b/deepseek/README.md index 373884e..a0b285a 100644 --- a/deepseek/README.md +++ b/deepseek/README.md @@ -103,4 +103,7 @@ The above plots try to answer this question -> `How much attention, on average, - Expert 0–1 → grammar & attribution (“and”, “said”) - Expert 2–3 → event & interaction semantics (“play”, “with”, “time”, “She”) - NOUN peaks in Expert 2 (0.18) → this expert handles object and subject nouns (like “Lily”, “time”, “girl”). -- PUNCT high in Expert 1 → punctuation + quotation boundaries → this expert probably activates for dialogue and sentence ends. \ No newline at end of file +- PUNCT high in Expert 1 → punctuation + quotation boundaries → this expert probably activates for dialogue and sentence ends. + +### Model Architecture diagram +![model_architecture](images/deepseek_arch.png) \ No newline at end of file diff --git a/deepseek/images/deepseek_arch.mermaid b/deepseek/images/deepseek_arch.mermaid new file mode 100644 index 0000000..b9ce767 --- /dev/null +++ b/deepseek/images/deepseek_arch.mermaid @@ -0,0 +1,41 @@ +flowchart TB + %% ====== Top-Level Model ====== + subgraph Model["DeepseekInspiredModel"] + direction TB + X["Token IDs"] + Embed["Embedding Layer"] + H0["Hidden States (h₀)"] + + %% --- Dense Blocks --- + subgraph Dense["Dense Blocks (count = num_dense_ffn = 2)"] + direction TB + DB["TransformerBlock\n→ Attention + Dense Expert FFN"] + end + + %% --- MoE Blocks --- + subgraph MoE["MoE Blocks (count = num_moe_ffn = 4)"] + direction TB + MB["TransformerBlock\n→ Attention + MoE FFN"] + end + + LN["Final RMSNorm"] + Head["Linear to vocab (tied weights)"] + Logits["Output Logits"] + + X --> Embed --> H0 --> Dense --> MoE --> LN --> Head --> Logits + end + + %% ====== MoE FFN Internals (high-level) ====== + subgraph MoE_FFN["MoE FFN per token"] + direction TB + h["Input h"] + Gate["Gate: Linear → scores\n(top-k = 2)"] + Routed["Routed Experts (num = 16)\nOnly top-2 active per token"] + Shared["Shared Experts (num = 8)\nAlways active"] + Combine["Sum( Routed_output + Shared_output )"] + + h --> Gate --> Routed --> Combine + h --> Shared --> Combine + end + + MB --- MoE_FFN diff --git a/deepseek/images/deepseek_arch.png b/deepseek/images/deepseek_arch.png new file mode 100644 index 0000000000000000000000000000000000000000..3b4dfdabed16dee46b6459ad6955112b7a67d4b6 GIT binary patch literal 147814 zcmeFZcT|+yvM&klC!lkGBGzqL3#NuS`|}Gv5h1}L*X7emdI0y 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