---
license: apache-2.0
license_link: https://huggingface.co/Qwen/Qwen3-4B/blob/main/LICENSE
pipeline_tag: text-generation
base_model:
- huihui-ai/Qwen3-4B-abliterated
tags:
- chat
- abliterated
- uncensored
extra_gated_prompt: >-
  **Usage Warnings**


  “**Risk of Sensitive or Controversial Outputs**“: This model’s safety
  filtering has been significantly reduced, potentially generating sensitive,
  controversial, or inappropriate content. Users should exercise caution and
  rigorously review generated outputs.

  “**Not Suitable for All Audiences**:“ Due to limited content filtering, the
  model’s outputs may be inappropriate for public settings, underage users, or
  applications requiring high security.

  “**Legal and Ethical Responsibilities**“: Users must ensure their usage
  complies with local laws and ethical standards. Generated content may carry
  legal or ethical risks, and users are solely responsible for any consequences.

  “**Research and Experimental Use**“: It is recommended to use this model for
  research, testing, or controlled environments, avoiding direct use in
  production or public-facing commercial applications.

  “**Monitoring and Review Recommendations**“: Users are strongly advised to
  monitor model outputs in real-time and conduct manual reviews when necessary
  to prevent the dissemination of inappropriate content.

  “**No Default Safety Guarantees**“: Unlike standard models, this model has not
  undergone rigorous safety optimization. huihui.ai bears no responsibility for
  any consequences arising from its use.
---

# Melvin56/Qwen3-4B-abliterated-GGUF

Original Model : [huihui-ai/Qwen3-4B-abliterated](https://huggingface.co/huihui-ai/Qwen3-4B-abliterated)

Llama.cpp build: 0208355 (5342)

I used imatrix to create all these quants using this [Dataset](https://gist.github.com/tristandruyen/9e207a95c7d75ddf37525d353e00659c/#file-calibration_data_v5_rc-txt).

---

|               | CPU (AVX2) | CPU (ARM NEON) | Metal | cuBLAS | rocBLAS | SYCL | CLBlast | Vulkan | Kompute |
| :------------ | :---------: | :------------: | :---: | :----: | :-----: | :---: | :------: | :----: | :------: |
| K-quants      |      ✅     |       ✅      |   ✅  |   ✅   |    ✅   |  ✅  |   ✅ 🐢5  |  ✅ 🐢5 |    ❌    |
| I-quants      |    ✅ 🐢4   |     ✅ 🐢4    |  ✅ 🐢4 |   ✅   |    ✅   | Partial¹ |    ❌    |   ❌  |    ❌    |
```
✅: feature works
🚫: feature does not work
❓: unknown, please contribute if you can test it youself
🐢: feature is slow
¹: IQ3_S and IQ1_S, see #5886
²: Only with -ngl 0
³: Inference is 50% slower
⁴: Slower than K-quants of comparable size
⁵: Slower than cuBLAS/rocBLAS on similar cards
⁶: Only q8_0 and iq4_nl
```