39 lines
1.0 KiB
Markdown
39 lines
1.0 KiB
Markdown
---
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library_name: transformers
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license: apache-2.0
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---
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# Model Card for BioMistral-MedicalQA-FT
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This is a fine-tuned BioMistral model based on the medical reasoning dataset - https://huggingface.co/datasets/mamachang/medical-reasoning
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## Model Details
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This is a fine-tuned BioMistral model based on the medical reasoning dataset - https://huggingface.co/datasets/mamachang/medical-reasoning
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## 💻 Usage
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```python
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!pip install -qU transformers accelerate
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from transformers import AutoTokenizer
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import transformers
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import torch
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model = "Kabster/BioMistral-MedicalQA-FT"
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messages = [{"role": "user", "content": "Can bisoprolol cause insomnia?"}]
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tokenizer = AutoTokenizer.from_pretrained(model)
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prompt = tokenizer.apply_chat_template(messages, tokenize=False, add_generation_prompt=True)
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pipeline = transformers.pipeline(
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"text-generation",
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model=model,
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torch_dtype=torch.float16,
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device_map="auto",
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)
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outputs = pipeline(prompt, max_new_tokens=256, do_sample=True, temperature=0.2, top_k=100, top_p=0.95)
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print(outputs[0]["generated_text"])
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```
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