Skip to content
Merged
Show file tree
Hide file tree
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
6 changes: 4 additions & 2 deletions docs.json
Original file line number Diff line number Diff line change
Expand Up @@ -201,7 +201,8 @@
"group": "LTX",
"pages": [
"tutorials/video/ltxv",
"tutorials/video/ltx/ltx-2"
"tutorials/video/ltx/ltx-2",
"tutorials/video/ltx/ltx-2-3"
]
},
{
Expand Down Expand Up @@ -943,7 +944,8 @@
"group": "LTX",
"pages": [
"zh-CN/tutorials/video/ltxv",
"zh-CN/tutorials/video/ltx/ltx-2"
"zh-CN/tutorials/video/ltx/ltx-2",
"zh-CN/tutorials/video/ltx/ltx-2-3"
]
},
{
Expand Down
104 changes: 104 additions & 0 deletions tutorials/video/ltx/ltx-2-3.mdx
Original file line number Diff line number Diff line change
@@ -0,0 +1,104 @@
---
title: "LTX-2.3"
description: "Latest evolution of Lightricks' open-source audio-video generation model with major quality improvements"
---

import UpdateReminder from "/snippets/tutorials/update-reminder.mdx";

[LTX-2.3](https://huggingface.co/Lightricks/LTX-2.3) is the latest evolution of Lightricks' open-source audio-video generation model, now natively supported in ComfyUI. Building on LTX-2, this release delivers major quality improvements across fine details, portrait video, audio, image-to-video, prompt understanding, and text rendering.

<UpdateReminder/>

## Key features

- **Finer details**: New latent space & updated VAE for sharper textures, cleaner edges, and more precise visuals
- **9:16 Portrait support**: Greatly improved quality for vertical portrait videos, perfect for social media & mobile
- **Better audio**: Cleaner sound with reduced noise, enhanced dialogue, music, and ambient audio
- **Improved image-to-video**: More consistent motion and fewer glitches, such as frozen frames, for smoother, more natural animations
- **Smarter prompt understanding**: Improved text encoder for more accurate interpretation of complex prompts
- **Clearer text rendering**: More accurate text and letter rendering in videos

## Getting started

LTX-2.3 is natively supported in ComfyUI. To get started:

1. Update ComfyUI to the latest version
2. Go to **Template Library** > **Video** > choose any LTX-2.3 workflow
3. Follow the pop-up to download models and run the workflow

## Workflows

### Image-to-video

Generate videos from an input image with more consistent motion and smoother animations.

<CardGroup cols={2}>
<Card title="Image-to-Video" icon="download" href="https://raw.githubusercontent.com/Comfy-Org/workflow_templates/refs/heads/main/templates/video_ltx2_3_i2v.json">
Download workflow
</Card>
<Card title="Run on Comfy Cloud" icon="cloud" href="https://links.comfy.org/4skdlDQ">
Open in cloud
</Card>
</CardGroup>

### Text-to-video

Generate videos from text prompts with improved prompt understanding and text rendering.

<CardGroup cols={2}>
<Card title="Text-to-Video" icon="download" href="https://raw.githubusercontent.com/Comfy-Org/workflow_templates/refs/heads/main/templates/video_ltx2_3_t2v.json">
Download workflow
</Card>
<Card title="Run on Comfy Cloud" icon="cloud" href="https://links.comfy.org/4rZ1DyY">
Open in cloud
</Card>
</CardGroup>

## Model downloads

### Checkpoints

| Name | Description | Download |
|------|-------------|----------|
| ltx-2.3-22b-dev | BF16 full model | [Download](https://huggingface.co/Lightricks/LTX-2.3/resolve/main/ltx-2.3-22b-dev.safetensors) |
| ltx-2.3-22b-dev-fp8 | FP8 quantized model | [Download](https://huggingface.co/Lightricks/LTX-2.3-fp8/resolve/main/ltx-2.3-22b-dev-fp8.safetensors) |

### LoRAs

| Name | Download |
|------|----------|
| ltx-2.3-22b-distilled-lora-384 | [Download](https://huggingface.co/Lightricks/LTX-2.3/resolve/main/ltx-2.3-22b-distilled-lora-384.safetensors) |

### Latent upscale models

| Name | Download |
|------|----------|
| ltx-2.3-spatial-upscaler-x2-1.0 | [Download](https://huggingface.co/Lightricks/LTX-2.3/resolve/main/ltx-2.3-spatial-upscaler-x2-1.0.safetensors) |

### Text encoders

| Name | Download |
|------|----------|
| gemma_3_12B_it_fp4_mixed | [Download](https://huggingface.co/Comfy-Org/ltx-2/resolve/main/split_files/text_encoders/gemma_3_12B_it_fp4_mixed.safetensors) |

## Model storage location

```
ComfyUI/
├── models/
│ ├── latent_upscale_models/
│ │ └── ltx-2.3-spatial-upscaler-x2-1.0.safetensors
│ ├── checkpoints/
│ │ ├── ltx-2.3-22b-dev-fp8.safetensors
│ │ └── ltx-2.3-22b-dev.safetensors
│ ├── loras/
│ │ └── ltx-2.3-22b-distilled-lora-384.safetensors
│ └── text_encoders/
│ └── gemma_3_12B_it_fp4_mixed.safetensors
```

## Resources

- [Hugging Face Model](https://huggingface.co/Lightricks/LTX-2.3)
- [GitHub Repository](https://github.com/Lightricks/LTX-2)
- [ComfyUI-LTXVideo](https://github.com/Lightricks/ComfyUI-LTXVideo/)
104 changes: 104 additions & 0 deletions zh-CN/tutorials/video/ltx/ltx-2-3.mdx
Original file line number Diff line number Diff line change
@@ -0,0 +1,104 @@
---
title: "LTX-2.3"
description: "Lightricks 开源音视频生成模型的最新版本,在细节、画质、音频等方面有重大改进"
---

import UpdateReminder from "/snippets/zh/tutorials/update-reminder.mdx";

[LTX-2.3](https://huggingface.co/Lightricks/LTX-2.3) 是 Lightricks 开源音视频生成模型的最新版本,现已原生支持 ComfyUI。在 LTX-2 的基础上,该版本在细节、竖屏视频、音频、图生视频、提示词理解和文字渲染方面都有重大改进。

<UpdateReminder/>

## 主要特性

- **更精细的细节**:新的潜空间和更新的 VAE,带来更锐利的纹理、更干净的边缘和更精确的视觉效果
- **9:16 竖屏支持**:竖屏视频质量大幅提升,非常适合社交媒体和移动端
- **更好的音频**:更干净的声音,减少噪音,增强对话、音乐和环境音效
- **改进的图生视频**:更一致的运动效果,减少卡顿等问题,动画更流畅自然
- **更智能的提示词理解**:改进的文本编码器,更准确地理解复杂提示词
- **更清晰的文字渲染**:视频中的文字和字母渲染更准确

## 快速入门

LTX-2.3 已原生支持 ComfyUI。开始使用:

1. 将 ComfyUI 更新到最新版本
2. 进入 **模板库** > **视频** > 选择任意 LTX-2.3 工作流
3. 按照弹窗提示下载模型并运行工作流

## 工作流

### 图生视频

从输入图像生成视频,运动更一致,动画更流畅。

<CardGroup cols={2}>
<Card title="图生视频" icon="download" href="https://raw.githubusercontent.com/Comfy-Org/workflow_templates/refs/heads/main/templates/video_ltx2_3_i2v.json">
下载工作流
</Card>
<Card title="在 Comfy Cloud 运行" icon="cloud" href="https://links.comfy.org/4skdlDQ">
在云端打开
</Card>
</CardGroup>

### 文生视频

从文本提示词生成视频,提示词理解和文字渲染更出色。

<CardGroup cols={2}>
<Card title="文生视频" icon="download" href="https://raw.githubusercontent.com/Comfy-Org/workflow_templates/refs/heads/main/templates/video_ltx2_3_t2v.json">
下载工作流
</Card>
<Card title="在 Comfy Cloud 运行" icon="cloud" href="https://links.comfy.org/4rZ1DyY">
在云端打开
</Card>
</CardGroup>

## 模型下载

### 检查点

| 名称 | 描述 | 下载 |
|------|------|------|
| ltx-2.3-22b-dev | BF16 完整模型 | [下载](https://huggingface.co/Lightricks/LTX-2.3/resolve/main/ltx-2.3-22b-dev.safetensors) |
| ltx-2.3-22b-dev-fp8 | FP8 量化模型 | [下载](https://huggingface.co/Lightricks/LTX-2.3-fp8/resolve/main/ltx-2.3-22b-dev-fp8.safetensors) |

### LoRAs

| 名称 | 下载 |
|------|------|
| ltx-2.3-22b-distilled-lora-384 | [下载](https://huggingface.co/Lightricks/LTX-2.3/resolve/main/ltx-2.3-22b-distilled-lora-384.safetensors) |

### 潜空间放大模型

| 名称 | 下载 |
|------|------|
| ltx-2.3-spatial-upscaler-x2-1.0 | [下载](https://huggingface.co/Lightricks/LTX-2.3/resolve/main/ltx-2.3-spatial-upscaler-x2-1.0.safetensors) |

### 文本编码器

| 名称 | 下载 |
|------|------|
| gemma_3_12B_it_fp4_mixed | [下载](https://huggingface.co/Comfy-Org/ltx-2/resolve/main/split_files/text_encoders/gemma_3_12B_it_fp4_mixed.safetensors) |

## 模型存储位置

```
ComfyUI/
├── models/
│ ├── latent_upscale_models/
│ │ └── ltx-2.3-spatial-upscaler-x2-1.0.safetensors
│ ├── checkpoints/
│ │ ├── ltx-2.3-22b-dev-fp8.safetensors
│ │ └── ltx-2.3-22b-dev.safetensors
│ ├── loras/
│ │ └── ltx-2.3-22b-distilled-lora-384.safetensors
│ └── text_encoders/
│ └── gemma_3_12B_it_fp4_mixed.safetensors
```

## 资源

- [Hugging Face 模型](https://huggingface.co/Lightricks/LTX-2.3)
- [GitHub 仓库](https://github.com/Lightricks/LTX-2)
- [ComfyUI-LTXVideo](https://github.com/Lightricks/ComfyUI-LTXVideo/)