Today
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base comparison: armV4 on SFT vs Kromoss
akhaliq HF Staff -
VLM_PIX env: reference token budget override
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armV5 + VLM_PIX passthrough
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enable download tracking (library_name: comfyui)
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v4 showcase grid batch 3 (source -> armV4 only)
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FAQ: multi-ref compositing limitation
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v4 showcase grid batch 2 (source -> armV4 only)
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v4 showcase grid (source -> armV4 only)
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ComfyUI workflow for armV2-lo (moss_edit_multi_reference.json: patch=armV4-moss-edit-lora.safetensors, 50 steps, CFG 3.0)
akhaliq HF Staff -
ComfyUI workflow for armV2-lo (moss_edit_single_reference.json: patch=armV4-moss-edit-lora.safetensors, 50 steps, CFG 3.0)
akhaliq HF Staff -
v4 published: banner, v4 grid, file names
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armV4 in moss-edit-lora format (ComfyUI-Moss-Image-Edit compatible)
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v4 portrait head-to-head (same rows as v3 batch 1)
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armA checkpoint armV4_000000500.safetensors
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armA training output (full)
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armA checkpoint armV4_000000250.safetensors
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native workflow answer (template browser)
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unofficial disclaimer + FAQ (VRAM/Base/relighting/saturation)
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ComfyUI workflow for armV2-lo (moss_edit_multi_reference.json: patch=armV3-moss-edit-lora.safetensors, 50 steps, CFG 3.0)
akhaliq HF Staff -
ComfyUI workflow for armV2-lo (moss_edit_single_reference.json: patch=armV3-moss-edit-lora.safetensors, 50 steps, CFG 3.0)
akhaliq HF Staff -
downscaled removal grid for viewing
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removal repro via demo: bare vs keep-rest vs CFG4
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removal repro via demo: bare vs keep-rest vs CFG4
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v4 arm + MASK passthrough
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MASK env: masked loss + inverted_mask_prior
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remove verdicts; grids speak for themselves
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batch 3 grid + honest verdict (chinoll leads 6-2-7)
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v3 portrait head-to-head batch 3 (5 images)
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add batch 2 portrait grid + combined verdict
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v3 portrait head-to-head batch 2 (5 images)
akhaliq HF Staff -
ComfyUI workflow for armV2-lo (moss_edit_multi_reference.json: patch=armV3-moss-edit-lora.safetensors, 50 steps, CFG 3.0)
akhaliq HF Staff -
ComfyUI workflow for armV2-lo (moss_edit_single_reference.json: patch=armV3-moss-edit-lora.safetensors, 50 steps, CFG 3.0)
akhaliq HF Staff -
v3 published: portrait grid only, older comparisons removed
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armV3 in moss-edit-lora format (ComfyUI-Moss-Image-Edit compatible)
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v3 real-world head-to-head grid (5 images)
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v3 real-world head-to-head grid (5 images)
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portraits from pexels-portrait dataset
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fast 5-image eval: chinoll vs armV3
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armA training output (full)
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armA checkpoint armV3_000000500.safetensors
akhaliq HF Staff
Yesterday
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native ComfyUI path (PR #17296) as recommended option
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route CKPT override through downloader
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CKPT_<name> env for per-checkpoint evals
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v3: 700 steps on 6k purity-filtered rows
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v3 arm + INIT_LORA passthrough
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INIT_LORA env for warm-start from repo checkpoints
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ComfyUI 0.42.3 note + troubleshooting section
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fix LoRA folder: model_patches not loras
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link ComfyUI workflow downloads
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ComfyUI workflow for armV2-lo (moss_edit_multi_reference.json: patch=armV2-lo-moss-edit-lora.safetensors, 50 steps, CFG 3.0)
akhaliq HF Staff
