Update readme

README.md

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+---
+license: apache-2.0
+tags:
+- unsloth
+- trl
+- sft
+- medical
+- reasoning
+- abliterated
+- baukit-abliterated
+datasets:
+- FreedomIntelligence/medical-o1-reasoning-SFT
+language:
+- en
+base_model:
+- suayptalha/Qwen3-0.6B-Medical-Expert
+pipeline_tag: text-generation
+library_name: transformers
+---
+
+# Qwen3-0.6B-Medical-Expert (Abliterated)
+
+This project performs full fine-tuning on the **Qwen3-0.6B** language model to enhance its **medical reasoning** and **clinical understanding** capabilities. Training was conducted on the `FreedomIntelligence/medical-o1-reasoning-SFT` dataset using bfloat16 (bf16) precision for efficient optimization.
+Additionally, it has been abliterated to make it steer away from censorship.
+
+## Training Procedure
+
+1. **Dataset Preparation**
+
+   * The `FreedomIntelligence/medical-o1-reasoning-SFT` dataset was used.
+   * Each example consists of medically relevant instructions or questions paired with detailed, step-by-step clinical reasoning responses.
+   * Prompts were structured to encourage safe, factual, and coherent medical reasoning chains.
+
+2. **Model Loading and Configuration**
+
+   * Qwen3 base model weights were loaded via the `unsloth` library in bf16 precision.
+   * All model layers were fully updated (`full_finetuning=True`) to effectively adapt the model to medical reasoning and decision-making tasks.
+
+3. **Supervised Fine-Tuning**
+
+   * Fine-tuning was conducted using the Hugging Face TRL library with the Supervised Fine-Tuning (SFT) approach.
+   * The model was trained to follow clinical instructions, interpret symptoms, and generate reasoned diagnoses or treatment suggestions.
+
+## Purpose and Outcome
+
+* The model’s ability to interpret medical instructions and generate step-by-step clinical reasoning has been significantly enhanced.
+* It produces responses that combine factual accuracy with transparent reasoning, making it useful in educational and assistive medical AI contexts.
+
+## License
+
+This project is licensed under the Apache License 2.0. See the [LICENSE](./LICENSE) file for details.
+
+## Support
+
+<a href="https://www.buymeacoffee.com/suayptalha" target="_blank"><img src="https://cdn.buymeacoffee.com/buttons/v2/default-yellow.png" alt="Buy Me A Coffee" style="height: 60px !important;width: 217px !important;" ></a>