Create README.md

README.md

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+---
+library_name: transformers
+license: apache-2.0
+license_link: https://huggingface.co/Qwen/Qwen3.6-35B-A3B/blob/main/LICENSE
+pipeline_tag: image-text-to-text
+base_model:
+- Qwen/Qwen3.6-35B-A3B
+tags:
+- abliterated
+- uncensored
+- GGUF
+- MTP
+---
+
+# huihui-ai/Huihui-Qwen3.6-35B-A3B-abliterated-MTP-GGUF
+
+
+This is an uncensored version of [Qwen/Qwen3.6-35B-A3B](https://huggingface.co/Qwen/Qwen3.6-35B-A3B) created with abliteration (see [remove-refusals-with-transformers](https://github.com/Sumandora/remove-refusals-with-transformers) to know more about it).
+This is a crude, proof-of-concept implementation to remove refusals from an LLM model without using TransformerLens.
+
+
+## GGUF
+
+Please use the latest version of [ggml-org/llama.cpp](https://github.com/ggml-org/llama.cpp/releases)
+
+```
+apt-get update
+apt-get install pciutils build-essential cmake curl libcurl4-openssl-dev -y
+git clone https://github.com/ggml-org/llama.cpp
+cmake llama.cpp -B llama.cpp/build \
+    -DBUILD_SHARED_LIBS=OFF -DGGML_CUDA=ON
+cmake --build llama.cpp/build --config Release -j --clean-first --target llama-cli llama-mtmd-cli llama-server llama-gguf-split
+cp llama.cpp/build/bin/llama-* llama.cpp
+```
+
+```
+./llama.cpp/llama-cli \
+    -m huihui-ai/Huihui-Qwen3.6-35B-A3B-abliterated-MTP-GGUF/Huihui-Qwen3.6-35B-A3B-abliterated-ggml-model-Q4_K.gguf \
+    -ngl 99 -c 262144 -fa on -np 1 \
+    --spec-type draft-mtp --spec-draft-n-max 6
+```
+    
+### 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.
+
+
+### Donation
+##### Your donation helps us continue our further development and improvement, a cup of coffee can do it.
+- bitcoin:
+```
+  bc1qqnkhuchxw0zqjh2ku3lu4hq45hc6gy84uk70ge
+```
+- Support our work on [Ko-fi](https://ko-fi.com/huihuiai)!
+