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MOSSLiteTE

comfyui
moss-image
text-encoder
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metadata 
license: apache-2.0
base_model:
  - Qwen/Qwen3.5-0.8B
  - recoilme/moss_te_adapter
tags:
  - comfyui
  - moss-image
  - text-encoder

MOSSLiteTE

ComfyUI-native converted weights of recoilme/moss_te_adapter plus text-only Qwen/Qwen3.5-0.8B: a lightweight (~1.8 GB) text encoder for MOSS-Image that replaces the native Qwen3.5-9B encoder.

Use with the ComfyUI node pack ComfyUI-MOSSLiteTE.

Files

file place in ComfyUI
text_encoders/mosslite_qwen3.5_0.8b_bf16.safetensors (Qwen3.5-0.8B, text-only: mtp.* and model.visual.* dropped) ComfyUI/models/text_encoders/
mosslite/mosslite_te_head_bf16.safetensors (158M regression head, bf16) ComfyUI/models/mosslite/ 
hf download cicalooo/MOSSLiteTE --local-dir /tmp/mosslite
cp /tmp/mosslite/text_encoders/*.safetensors ComfyUI/models/text_encoders/
mkdir -p ComfyUI/models/mosslite && cp /tmp/mosslite/mosslite/*.safetensors ComfyUI/models/mosslite/

Notes

  • Approximation: ~0.92 cosine vs the native 9B encoder (per the original adapter card).
  • The ComfyUI port matches the reference implementation (parity 1.0).
  • Text-only: no image inputs to the text encoder.
  • 1024-token prompt limit (longer prompts are truncated).
  • Trained on MOSS-Image-Base; untested on SFT.

Credits

License: Apache-2.0 (same as the sources).