| # TT-DiT Experimental Models |
|
|
| In-progress model variants built on top of the Wan2.2 I2V pipeline. |
|
|
| ## Models |
|
|
| - **[AniSora V3.2](models/AniSora.md)** — Anime-domain I2V fine-tune of Wan2.2-I2V-A14B |
| - **[Wan2.2-Distill](models/Wan2_2_Distill.md)** — 4-step distilled I2V via lightx2v (7× speedup) |
| - **[Wan2.2 LoRA](models/Wan2_2_LoRA.md)** — LoRA adapter pipeline (camera control, style transfer, multi-LoRA stacking) |
| - **[Wan2.2 SVI 2.0 Pro](models/Wan2_2_SVI.md)** — Stable-Video-Infinity long-video generation by autoregressive clip chaining |
|
|
| ## Directory Structure |
|
|
| ``` |
| experimental/ |
| ├── models/ # Model documentation |
| │ ├── AniSora.md |
| │ ├── Wan2_2_Distill.md |
| │ ├── Wan2_2_LoRA.md |
| │ └── Wan2_2_SVI.md |
| ├── pipelines/ # Pipeline implementations |
| │ ├── pipeline_anisora.py |
| │ ├── pipeline_wan_distill.py |
| │ ├── pipeline_wan_lora.py |
| │ └── pipeline_wan_svi.py |
| ├── utils/ # Shared utilities |
| │ ├── lightx2v_loader.py |
| │ └── lora.py |
| └── tests/ # End-to-end tests |
| ├── test_pipeline_anisora.py |
| ├── test_pipeline_lora.py |
| ├── test_pipeline_wan_distill_i2v.py |
| └── test_pipeline_wan_svi.py |
| ``` |
|
|
| All pipelines extend `WanPipelineI2V` from the main `tt_dit` tree and reuse the |
| existing transformer, VAE, text encoder, and parallel infrastructure. |
|
|
