Responsible use
This model has had its safety-alignment refusal behaviour removed and may respond directly to sensitive or
dual-use requests. It is released for community testing and research only. Users are solely responsible for
lawful, compliant, and ethical use. xCloudinfo assumes no responsibility for outputs or downstream use.
Qwen3-VL-32B-Abliterated-xCloud — English
An abliterated (reduced over-refusal) multimodal vision-language model produced by xCloudinfo from
Qwen/Qwen3-VL-32B-Instruct, released for community testing.
- Method: directional ablation (not retraining). Following Arditi et al. (2024), the refusal direction is
orthogonalized out of residual-writing matrices (
self_attn.o_proj, mlp.down_proj, layers 50–63; 28 tensors),
strength 1.0.
- The refusal direction was extracted using Traditional-Chinese prompt pairs; extracting with English prompts
was found to destroy zh-TW generation after ablation.
- Vision capabilities are inherited unchanged from the base (image/video understanding, OCR, visual agent).
- License: Apache-2.0 (inherited from the base model).