Sebastian Krüger
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Integrated 35+ video generation models and 13 production workflows from ComfyUI docs tutorials for state-of-the-art text-to-video and image-to-video generation. Models Added (models_huggingface.yaml): - HunyuanVideo (5 models): Original T2V/I2V (720p), v1.5 (720p/1080p) with Qwen 2.5 VL - Wan2.2 diffusion models (18 models): - 5B TI2V hybrid (8GB VRAM, efficient) - 14B variants: T2V, I2V (high/low noise), Animate, S2V (FP8/BF16), Fun Camera/Control (high/low noise) - Support models (12): VAEs, UMT5-XXL, CLIP Vision H, Wav2Vec2, LLaVA encoders - LoRA accelerators (4): Lightx2v 4-step distillation for 5x speedup Workflows Added (comfyui/workflows/image-to-video/): - HunyuanVideo (5 workflows): T2V original, I2V v1/v2 (webp embedded), v1.5 T2V/I2V (JSON) - Wan2.2 (8 workflows): 5B TI2V, 14B T2V/I2V/FLF2V/Animate/S2V/Fun Camera/Fun Control - Asset files (10): Reference images, videos, audio for workflow testing Custom Nodes Added (arty.yml): - ComfyUI-KJNodes: Kijai optimizations for HunyuanVideo/Wan2.2 (FP8 scaling, video helpers) - comfyui_controlnet_aux: ControlNet preprocessors (Canny, Depth, OpenPose, MLSD) for Fun Control - ComfyUI-GGUF: GGUF quantization support for memory optimization VRAM Requirements: - HunyuanVideo original: 24GB (720p T2V/I2V, 129 frames, 5s generation) - HunyuanVideo 1.5: 30-60GB (720p/1080p, improved quality with Qwen 2.5 VL) - Wan2.2 5B: 8GB (efficient dual-expert architecture with native offloading) - Wan2.2 14B: 24GB (high-quality video generation, all modes) Note: Wan2.2 Fun Inpaint workflow not available in official templates repository (404). Tutorial Sources: - https://docs.comfy.org/tutorials/video/hunyuan/hunyuan-video - https://docs.comfy.org/tutorials/video/hunyuan/hunyuan-video-1-5 - https://docs.comfy.org/tutorials/video/wan/wan2_2 - https://docs.comfy.org/tutorials/video/wan/wan2-2-animate - https://docs.comfy.org/tutorials/video/wan/wan2-2-s2v - https://docs.comfy.org/tutorials/video/wan/wan2-2-fun-camera - https://docs.comfy.org/tutorials/video/wan/wan2-2-fun-control 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com>