New fire just dropped: ComfyUI-CacheDiT ⚡

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ComfyUI-CacheDiT brings 1.4-1.6x speedup to DiT (Diffusion Transformer) models through intelligent residual caching, with zero configuration required. https://github.com/Jasonzzt/ComfyUI-CacheDiT https://github.com/vipshop/cache-dit https://cache-dit.readthedocs.io/en/latest/ “Properly configured (default settings), quality impact is minimal: Cache is only used when residuals are similar between steps Warmup phase (3 steps) establishes stable baseline Conservative skip intervals prevent artifacts” submitted by /u/Scriabinical [link] [comments]

Qwen-Image2512 is a severely underrated model (realism examples)

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I always see posts arguing wether ZIT or Klein have best realism, but I am always surprised when I don’t see mention Qwen-Image2512 or Wan2.2, which are still to this day my two favorite models for T2I and general refining. I always found QwenImage to respond insanely well to LoRAs, its a very underrated model …

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End-of-January LTX-2 Drop: More Control, Faster Iteration

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We just shipped a new LTX-2 drop focused on one thing: making video generation easier to iterate on without killing VRAM, consistency, or sync. If you’ve been frustrated by LTX because prompt iteration was slow or outputs felt brittle, this update is aimed directly at that. Here’s the highlights, the full details are here. What’s …

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Here it is boys, Z Base

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Link: https://huggingface.co/Tongyi-MAI/Z-Image Comfy https://huggingface.co/Comfy-Org/z_image/tree/main/split_files/diffusion_models submitted by /u/Altruistic_Heat_9531 [link] [comments]

LTX-2 Image-to-Video Adapter LoRA

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https://huggingface.co/MachineDelusions/LTX-2_Image2Video_Adapter_LoRa A high-rank LoRA adapter for LTX-Video 2 that substantially improves image-to-video generation quality. No complex workflows, no image preprocessing, no compression tricks — just a direct image embedding pipeline that works. What This Is Out of the box, getting LTX-2 to reliably infer motion from a single image requires heavy workflow engineering — ControlNet …

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Lazy weekend with flux2 klein edit – lighting

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I put the official klein prompting guide into my llm, and told him to recommend me a set of varied prompts that are absolute best to benchmark its capabilities for lighting. Official prompting guide https://docs.bfl.ai/guides/prompting_guide_flux2_klein Lighting: The Most Important Element Lighting has the single greatest impact on [klein] output quality. Describe it like a photographer …

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Arcane – Flux.2 Klein 9b style LORA (T2I and edit examples)

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Hi, I’m Dever and I like training style LORAs, you can download the LORA from Huggingface (other style LORAs based on popular TV series but for Z-image here). Use with Flux.2 Klein 9b distilled, works as T2I (trained on 9b base as text to image) but also with editing. I’ve added some labels to the …

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