metadata
library_name: peft
license: cc-by-nc-sa-4.0
tags:
- medical
⚠️⚠️⚠️ Only for research purpose. Do not use it for medical purpose. ⚠️⚠️⚠️
MedSwallow-70B🏥
東工大Swallow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 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
ライセンスは非商用ライセンスです.
Non-commercial.
How to cite
coming soon...