Update README.md

README.md

@@ -1,7 +1,69 @@
 ---
-language: en
+language:
+- en
+- zh
+library_name: transformers
+license: mit
+pipeline_tag: text-generation
+base_model:
+- zai-org/GLM-4.6
 tags:
+- abliterated
+- uncensored
 - mlx
-pipeline_tag: text-generation
-library_name: mlx
+- chat
 ---
+
+# huihui-ai/Huihui-GLM-4.6-abliterated-mlx-4bit
+
+
+This is an uncensored version of [zai-org/GLM-4.6](https://huggingface.co/zai-org/GLM-4.6) created with abliteration (see [remove-refusals-with-transformers](https://github.com/Sumandora/remove-refusals-with-transformers) to know more about it).
+
+**This is just the MLX model we generated under Linux using mlx-lm version 0.28.3; it hasn’t been tested in an Apple environment. If there are any issues, please let us know.**
+
+## Usage
+
+```python
+from mlx_lm import load, generate
+
+model, tokenizer = load("huihui-ai/Huihui-GLM-4.6-abliterated-mlx-4bit")
+
+prompt = "Write a story about Einstein"
+
+messages = [{"role": "user", "content": prompt}]
+prompt = tokenizer.apply_chat_template(
+    messages, add_generation_prompt=True
+)
+
+text = generate(model, tokenizer, prompt=prompt, verbose=True)
+
+print(text)
+```
+
+### 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
+
+If you like it, please click 'like' and follow us for more updates.  
+You can follow [x.com/support_huihui](https://x.com/support_huihui) to get the latest model information from huihui.ai.
+
+##### Your donation helps us continue our further development and improvement, a cup of coffee can do it.
+- bitcoin（BTC):
+```
+  bc1qqnkhuchxw0zqjh2ku3lu4hq45hc6gy84uk70ge
+```
+- Support our work on Ko-fi (https://ko-fi.com/huihuiai)!