⚠️⚠️⚠️ Only for research purpose. Do not use it for medical purpose. ⚠️⚠️⚠️

# MedSwallow-70B🏥

[東工大Swallow](tokyotech-llm/Swallow-70b-instruct-hf)をベースモデルとし, 医療Q&AデータセットでInstruction Tuningを施した医療ドメインの日本語LLMです.

チューニングには独自で用意した米国医師国家試験(USMLE)を和訳したQ&Aデータセットを用いました.


MedSwallow is a Japanese medical LLM for medical question-answering.

MedSwallow is based on [Swallow-70B]((tokyotech-llm/Swallow-70b-instruct-hf)) and has passed instruction tuning with USMLE dataset translated in Japanese by our own.


## Training procedure


The following `bitsandbytes` quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: bfloat16

### Framework versions
- PEFT 0.4.0


## License

ライセンスはLlama 2やSwallowと同じく, LLAMA 2 Community Licenseです.


## How to cite
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coming soon...
```



{"license": "llama2", "library_name": "peft", "tags": ["medical"]}
peft safetensors medical license:llama2 region:us