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- ---
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- license: mit
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- ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ ---
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+ license: mit
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+ tags:
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+ - gguf
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+ - f16
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+ - qwen
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+ - medical
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+ - dental
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+ - instruction-tuning
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+ - doctor
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+ - chatbot
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+ - unsloth
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+ - llama.cpp
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+ - ollama
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+ ---
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+
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+ # 🦷 doctor-dental-implant-Qwen2.5-7B-Instruct (GGUF - F16)
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+
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+ This is the **full precision (f16)** GGUF version of a model trained for **medical chatbot and dental implant assistant** tasks. It combines general doctor–patient dialogue understanding with domain-specific Q&A derived from Straumann® dental implant system manuals.
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+
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+ 🧠 Based on: [`Qwen/Qwen2.5-VL-7B-Instruct`](https://huggingface.co/Qwen/Qwen2.5-VL-7B-Instruct)
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+ 🛠️ Finetuned using: [Unsloth](https://github.com/unslothai/unsloth)
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+ 📦 Format: GGUF (`f16`), compatible with llama.cpp, Ollama, LM Studio, and other local inference engines.
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+
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+ ---
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+
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+ ## 📊 Dataset
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+
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+ Merged and instruction-formatted dataset from:
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+
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+ - [`BirdieByte1024/stage1-doctor-patient-chat`](https://huggingface.co/datasets/BirdieByte1024/stage1-doctor-patient-chat)
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+ - [`BirdieByte1024/dental_implant_straumann`](https://huggingface.co/datasets/BirdieByte1024/dental_implant_straumann)
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+
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+ Total: **~900 examples**, formatted in Alpaca-style with `<|im_end|>` as EOS.
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+
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+ ---
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+
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+ ## 🧠 Prompt Format
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+
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+ For Qwen2.5-style use:
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+
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+ ```
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+ <|im_start|>system
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+ You are a helpful and knowledgeable medical assistant.<|im_end|>
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+ <|im_start|>user
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+ What is the purpose of a healing abutment in dental implants?<|im_end|>
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+ <|im_start|>assistant
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+ A healing abutment is used to shape the gum tissue and protect the implant during healing before placing the final crown.<|im_end|>
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+ ```
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+
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+ Or if you're using **Alpaca-style**:
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+
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+ ```
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+ Below is an instruction that describes a task. Write a response that appropriately completes the request.
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+
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+ ### Instruction:
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+ What are the post-op care instructions after implant surgery?
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+
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+ ### Response:
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+ Patients are usually advised to avoid chewing on the surgical site, maintain oral hygiene with chlorhexidine rinses, and follow up in 7–10 days.<|im_end|>
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+ ```
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+
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+ ---
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+
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+ ## 🛠 How to Use (LLaMA.cpp / LM Studio / Ollama)
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+
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+ Once downloaded, you can run the model locally via:
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+
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+ ### 🧪 llama.cpp
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+ ```bash
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+ ./main -m doctor-dental-implant-Qwen2.5-7B-Instruct-f16.gguf --prompt "What is a dental implant?"
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+ ```
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+
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+ ### 💻 Ollama (if you've converted the model)
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+ ```bash
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+ ollama run doctor-dental
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+ ```
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+
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+ ---
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+
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+ ## 🔬 Use Cases
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+
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+ - 🧑‍⚕️ Patient-facing virtual assistant
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+ - 🦷 Dental implant Q&A
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+ - 📚 Medical education simulation
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+ - 🧪 Domain adaptation benchmarking (healthcare)
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+
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+ ---
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+
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+ ## ⚠️ Limitations
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+
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+ - **Not for clinical use or medical advice**
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+ - May hallucinate or provide overly simplified explanations
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+ - Training data is synthetic or handbook-derived, not real EMR
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+
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+ ---
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+
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+ ## 📜 License
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+
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+ MIT License
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+
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+ ---
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+
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+ ## ✍️ Author
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+
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+ Created by [(BirdieByte1024)](https://huggingface.co/BirdieByte1024) as part of an applied research project in medical LLM alignment.