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  ## 🔥 News
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  - **[2026-04-29]** **RTX 4090 benchmarks** added — SageAttention achieves ~3.16× speedup, all GGUF variants fit in 24 GB. See [GGUF + SageAttention](docs/gguf-sageattention.md#benchmark).
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  - **[2026-04-28]** **ComfyUI custom nodes** released: [ComfyUI-MotifVideo2B](https://github.com/MotifTechnologies/ComfyUI-MotifVideo2B). GGUF workflow support coming soon.
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  - **[2026-04-28]** **GGUF quantized weights** now available at [Motif-Video-2B-GGUF](https://huggingface.co/Motif-Technologies/Motif-Video-2B-GGUF) — up to 2.7 GB VRAM savings with no speed penalty. **SageAttention** support for ~2× faster inference. See [GGUF + SageAttention](#🧊-gguf--sageattention) below.
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  ```bash
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  pip install "transformers>=5.5.4" torch accelerate ftfy einops sentencepiece regex Pillow imageio imageio-ffmpeg
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- pip install git+https://github.com/waitingcheung/diffusers.git@feat/motif-video
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  ```
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  ### Text-to-Video (T2V)
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  export_to_video(output.frames[0], "output.mp4", fps=24)
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  ```
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- ### CLI Inference
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-
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- ```bash
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- # Text-to-Video (default settings)
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- python inference.py \
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- --prompt "A woman standing in a sunlit field as..." \
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- --output t2v_output.mp4
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-
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- # With SageAttention (~2x faster, requires sageattention package)
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- python inference.py \
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- --prompt "Three friends stride through a sun-bleached meadow..." \
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- --use-sage-attention \
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- --output t2v_output.mp4
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- ```
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-
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- See `inference.py --help` for all available options.
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-
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  ### Recommended Settings
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  | Parameter | Default | Notes |
 
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  ## 🔥 News
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+ - **[2026-05-15]** **Official Diffusers support** added — Motif-Video 2B is now officially supported in [Diffusers](https://huggingface.co/docs/diffusers/main/en/api/pipelines/motif_video), enabling native pipelines, schedulers, and ecosystem tooling integration.
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  - **[2026-04-29]** **RTX 4090 benchmarks** added — SageAttention achieves ~3.16× speedup, all GGUF variants fit in 24 GB. See [GGUF + SageAttention](docs/gguf-sageattention.md#benchmark).
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  - **[2026-04-28]** **ComfyUI custom nodes** released: [ComfyUI-MotifVideo2B](https://github.com/MotifTechnologies/ComfyUI-MotifVideo2B). GGUF workflow support coming soon.
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  - **[2026-04-28]** **GGUF quantized weights** now available at [Motif-Video-2B-GGUF](https://huggingface.co/Motif-Technologies/Motif-Video-2B-GGUF) — up to 2.7 GB VRAM savings with no speed penalty. **SageAttention** support for ~2× faster inference. See [GGUF + SageAttention](#🧊-gguf--sageattention) below.
 
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  ```bash
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  pip install "transformers>=5.5.4" torch accelerate ftfy einops sentencepiece regex Pillow imageio imageio-ffmpeg
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+ pip install git+https://github.com/huggingface/diffusers
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  ```
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  ### Text-to-Video (T2V)
 
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  export_to_video(output.frames[0], "output.mp4", fps=24)
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  ```
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  ### Recommended Settings
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  | Parameter | Default | Notes |