lodestones/Kromoss
text-to-image model by lodestones
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Model card & documentation
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Kromoss is a full fine-tune of MOSS-Image-Base at 1024 px. It uses the same architecture, inference pipeline, text encoder (Qwen3.5-9B) and VAE (FLUX.2 small decoder) as MOSS-Image-SFT, and this repo has the same layout, so it is a drop-in replacement. The repo also ships two 8-step turbo LoRAs distilled from MOSS-Image-Base: 8 steps, CFG 1, no negative branch. real images. Slightly more contrast and detail, and the best PartiPrompts score. Checkpoint: update 11000 of the fine-tune (EMA weights), 704k training images. The transformer and text encoder use bfloat16; the VAE and initial noise use float32. Native ComfyUI support for MOSS-Image is in current ComfyUI master. The single files use the same layout as Comfy-Org/MOSS-Image: fused proj.qkv, bf16. kromossbf16.safetensors drops in for mossimagesftbf16.safetensors in the Comfy-Org workflows (50 steps, CFG 3). With either LoRA, use KSampler with euler / simple, 8 steps, CFG 1. ComfyUI maps the LoRAs' separate q/k/v onto…
Read the full model card ↗ · Preview checked 2026-10-29T07:52:46.432Z
Inside the original model card — Document outline
- Kromoss
- Quick start
- ComfyUI
- 8-step turbo LoRAs
- Sampling settings
- PartiPrompts (100 prompts, CLIP ViT-L/14 score; Kromoss rows measured at update 11000)
- Training
- License and acknowledgements
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Documentation belongs to its respective authors. Reported project/model license: apache-2.0. A listing is not a grant of reuse or training rights. Confirm the document’s own terms at the source.
Model overview
lodestones/Kromoss is a text-to-image model repository published by lodestones on Hugging Face. The source reports the diffusers library.
This page summarizes Hub metadata. For intended use, training data, evaluation results and limitations, consult the original model card.
Model facts
- Task
- text-to-image
- Library
- diffusers
- Recent downloads (30 days)
- 34,387
- Cumulative likes
- 278
- Hugging Face trending score
- 73
- Reported safetensors parameters
- 5,082,308,624
- Architecture
- Not reported
- License
- apache-2.0
- Access
- Not gated by Hugging Face
- Created
- 2026-10-19T01:34:35.000Z
- Last modified
- 2026-10-24T12:48:53.000Z
Compatibility and lineage
Reported languages: en
Reported base models: OpenMOSS-Team/MOSS-Image-Base
Parameter count is not a RAM/VRAM requirement. Check precision, quantization, context length and runtime compatibility in the model card; no hardware or API-cost claim is inferred here.
Use and evaluate
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Source and freshness
Source: Hugging Face Hub. Metadata observed 2026-10-29T06:47:43.046Z. Daily imports are snapshots, not real-time monitoring.
Popularity and source listings do not establish security, suitability, licensing rights or benchmark performance.
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