wan2

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thu-ml / Causal-Forcing

[ICML 2026] Official codebase for "Causal Forcing: Autoregressive Diffusion Distillation Done Right for High-Quality Real-Time Interactive Video Generation" & Causal Forcing++

diffusion distillation video-generation world-models diffusion-models consistency-models text-to-video autoregressive-models generative-ai world-model video-diffusion-model text-to-video-generation wan-video wan21 auto-regressive-diffusion-model wan2 few-step-generation

Updated Aug 28, 2026
Python

Jonnnty / Wan2.2-Animate-14B-Quant-Compression

Star

Mixed-precision quantization scheme (16/8/4bit mixed quantization) for the Wan2.2-Animate-14B model. Compresses the original 35GB base model to 17GB, balancing inference performance and model size.

quantization 8bit 4bit 16bit model-compression image2video wan2 wan2-2-animate wan2-animate mixed-precision-quantization 14b-model

Updated Dec 22, 2025
Python

debajyotidasgupta / IdentityFlow

Star

Identity-preserving image-to-video generation: vision-grounded prompt simplification via Qwen3-VL, Lightning LoRA 4-step inference, and SAM3-masked DINOv3 candidate reranking for fluid 720p video from a single reference image.

computer-vision sam pytorch video-generation image-to-video motion-synthesis diffusion-models text-to-video huggingface-transformers prompt-engineering generative-ai dinov2 video-diffusion identity-preservation torchao lora-fine-tuning wan2 cvpr2026

Updated Apr 6, 2026
Python

albertoelopez / ai2videogen-

Star

Local AI video generation — Wan 2.2 GGUF + LTX-Video via ComfyUI API. RTX 4090 optimized. No cloud.

open-source ai video-generation image-to-video comfyui gguf rtx-4090 wan2

Updated Apr 13, 2026
Python

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