Kromoss for Draw Things

Kromoss by lodestones, a full fine-tune of MOSS-Image, converted to Draw Things' model format. It is a drop-in replacement for Draw Things' MOSS Image SFT: same text encoder, VAE and settings.

File Format Size SHA-256
kromoss_f16.ckpt Full precision (FP16) 10.2 GB 5addd66f5b674241987f471b8a8eaddef1404e265eba8521421e135da23ab2ce
kromoss_q8p.ckpt 8-bit 5.29 GB 4f2f1a97315ccc9fb95f7f09e39e2f00412b194af258b9326d5046297892cc29
kromoss_i8x.ckpt 8-bit S 5.14 GB 56672b6141d51881a93bd2612104b2ae6e7449c891bd19723435ca552b4eb88b

You need one of them. 8-bit S has the format of Draw Things' "MOSS Image SFT (8-bit S)" and 8-bit that of "MOSS Image SFT"; if your Draw Things offers both MOSS variants, either works.

Install

  1. In Draw Things, download MOSS Image SFT (any variant) from the model list. That fetches the text encoder (qwen_3.5_9b_i5x.ckpt) and VAE (flux_2_vae_f16.ckpt) Kromoss uses.
  2. Put the .ckpt you picked in Draw Things' Models folder: the folder you chose in Draw Things' settings, or ~/Library/Containers/com.liuliu.draw-things/Data/Documents/Models by default.
  3. Add its entry from this repo's custom.json to custom.json in that folder (inside the [ ]; create the file with [ ] around the entry if there is none), then restart Draw Things.

Kromoss then shows in the model list with MOSS's recommended settings.

Settings

As for MOSS Image SFT: 50 steps, Text Guidance 3, Shift 5, DDIM Trailing (flow-matching Euler, which lodestones' card recommends).

The 8-step turbo LoRAs in lodestones/Kromoss are not included.

Conversion

The weights were converted from diffusion_models/kromoss_bf16.safetensors to the tensor layout of Draw Things' official moss_image_sft_*.ckpt files with the Draw Things engine (draw-things-community). The 8-bit files use the engine's own quantizers with the per-layer choices of Draw Things' MOSS 8-bit and 8-bit S files. Every converted file has the same 524 tensors as Draw Things' MOSS Image SFT, each with a cosine similarity of at least 0.97 to it.

License

Apache License 2.0, as the original: see LICENSE. Kromoss by lodestones, built on MOSS-Image by the OpenMOSS Team.

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