Testing WAI-Anima v1 on an RTX 4060 Laptop GPU (8GB VRAM). Ran into a tqdm OSError nightmare trying headless execution via ComfyUI API, but once launched normally it generates in 55 seconds.
WAI0731 (creator of WAI-Illustrious) released WAI-Anima v1, a derivative model based on Anima. In the two months since the February Anima article, derivative models have surged along with a LoRA toolkit and text encoder upgrades. Hands-on comparison of preview3-base and WAI-Anima v1.
Automatically decomposing a single anime illustration into front hair, back hair, clothes, and other layers with inpaint completion of hidden areas. Testing the LayerDiff + Marigold-based implementation.
A guide to why ComfyUI fails on NVIDIA Blackwell (sm_120) GPUs and how to fix it with PyTorch Nightly, xformers removal, SageAttention, and NVFP4 quantization.
Attempting WAN 2.2 I2V video generation on Windows with RTX 4060 8GB VRAM. The 5B fp8 model had rough quality; the 14B Rapid distilled model with lowvram offloading was the practical solution.
As of February 2026, the Seedance 2.0 API is not yet public. This article summarizes the outlook for ComfyUI integration once the API is released and the preparations to make.
Upscaling images loaded via the Load Image node was producing garbled output. Fixed it by addressing the non-contiguous tensor issue — a one-line patch to comfy/utils.py.
A summary of ComfyUI's 'The Complete AI Upscaling Handbook' covering the difference between conservative and creative upscaling, model selection by use case, and benchmarks for both image and video.
Anima is an anime-focused image generation model co-developed by CircleStone Labs and Comfy Org. Built on a new architecture, the preview release draws attention — but how does it actually perform? A look at its strengths, weaknesses, and comparison with existing SDXL-based models.
Published as an official ComfyUI workflow, InfiniteTalk is a lip-sync model specialized in generating mouth animation from audio files. This article covers how it differs from MOVA and Vidu Q3 and what models it requires.
