| --- |
| 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](https://huggingface.co/recoilme/moss_te_adapter) plus text-only [Qwen/Qwen3.5-0.8B](https://huggingface.co/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](https://github.com/cicalooo/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/` | |
|
|
| ```bash |
| 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 |
|
|
| - [recoilme](https://huggingface.co/recoilme) — original moss_te_adapter |
| - [Qwen](https://huggingface.co/Qwen) — Qwen3.5-0.8B |
| - [OpenMOSS](https://huggingface.co/OpenMOSS) — MOSS-Image |
|
|
| License: Apache-2.0 (same as the sources). |
|
|
