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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
A unified and fully open-source framework for instruction-guided and reference-guided video editing using natural language.
| Date | Stars |
|---|---|
| 2026-07-24 | 306 |
| 2026-07-25 | 306 |
| 2026-07-28 | 310 |
| 2026-07-30 | 310 |
| 2026-08-06 | 310 |
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<h1><img src="webpage/images/logo.png" alt="Logo" width="30">
<span style="color: #6fa8dc;">K</span><span style="color: #6fb051;">i</span><span style="color: #e06766;">w</span><span style="color: #f6b26b;">i</span>-Edit: Versatile Video Editing via Instruction and Reference Guidance
</h1>
<p align="center">
🌐 <a href="https://showlab.github.io/Kiwi-Edit">Project Page</a>  | 📑 <a href=https://arxiv.org/abs/2603.02175>Paper</a>  | 🤗 <a href="https://huggingface.co/collections/linyq/kiwi-edit">Models(🧨)</a> | 🤗 <a href="https://huggingface.co/datasets/linyq/kiwi_edit_training_data">Datasets</a> | 🤗 <a href="https://huggingface.co/spaces/linyq/KiwiEdit">Demo </a>
</p>
Kiwi-Edit is a versatile video editing framework built on an MLLM encoder and a video DiT for:
- instruction video editing
- reference image + instruction video editing
## Visualization Demos
<details open>
<summary><strong>Style</strong></summary>
<p align="center"><img src="webpage/gifs/0007_global_style_Apply_the_dynamic_ae_concat.gif" alt="Style example gif" height="480"></p>
<p align="center"><em>"Apply the dynamic aesthetic of abstract art to this video."</em></p>
</details>
<details>
<summary><strong>Replace</strong></summary>
<p align="center"><img src="webpage/gifs/0083_local_change_Replace_the_sofa_wit_70_concat.gif" alt="Replace example gif" height="320"></p>
<p align="center"><em>"Replace the sofa with a classic brown leather sofa with visible stitching."</em></p>
</details>
<details>
<summary><strong>Add</strong></summary>
<p align="center"><img src="webpage/gifs/0095_local_change_Add_a_classic_brown_concat.gif" alt="Add example gif" height="320"></p>
<p align="center"><em>"Add a classic brown fedora hat to the boy's head."</em></p>
</details>
<details>
<summary><strong>Remove</strong></summary>
<p align="center"><img src="webpage/gifs/0191_local_remove_Remove_the_person_we_concat.gif" alt="Remove example gif" height="480"></p>
<p align="center"><em>"Remove the person wearing a light blue shirt and dark pants from the entire video sequence."</em></p>
</details>
<details>
<summary><strong>Background Replace</strong></summary>
<p align="center"><img src="webpage/gifs/0145_background_change_Replace_the_backgrou_concat.gif" alt="Background replace example gif" height="320"></p>
<p align="center"><em>"Replace the background with a lively urban garden scene during winter."</em></p>
</details>
<details>
<summary><strong>Subject Reference</strong></summary>
<table align="center">
<tr align="center">
<td align="center"><img src="webpage/images/41_shape_heart_sunglasses_1328_1328_1.png" alt="Reference image" height="224"></td>
<td align="center"><img src="webpage/gifs/0125_background_change_Replace_the_backgrou_concat.gif" alt="Subject reference example gif" height="480"></td>
</tr>
</table>
<p align="center"><em>"Add a pair of iconic red heart-shaped sunglasses to the girl's face."</em></p>
</details>
<details>
<summary><strong>Background Reference</strong></summary>
<table align="center">
<tr align="center">
<td align="center"><img src="webpage/images/0_mountain_ink_1664_928_0.png" alt="Reference image" height="128"></td>
<td align="center"><img src="webpage/gifs/1_Replace_th_gym-ball_concat.gif" alt="Background reference example gif" height="320"></td>
</tr>
</table>
<p align="center"><em>"Replace the background with a Chinese ink painting, featuring a large golden mountain peak rising above swirling clouds."</em></p>
</details>
## News
- [2026-03-05] HuggingFace Demo released. Please check in [here](https://huggingface.co/spaces/linyq/KiwiEdit)!
- [2026-03-03] Code and model released.
## Quick Start
**Environment Requirements**
- Python 3.10 + CUDA 12.8 environment
- PyTorch==2.7, Accelerate
- For training: DeepSpeed, FlashAttention
### Full Environment Installation
**1) Prepare environment and base weights:**
```bash
# Create conda environment
condExcerpt of 11,521 characters
Read on GitHubWould you bet a product on this? Bounded 0–100 and slow moving.
matched fp:e038d4b1c9b72dee, topic:video-generation, topic:video-editing, desc:video editing