pfnet/Llama3-Preferred-MedSwallow-70B

Model

Llama3-Preferred-MedSwallow-70B

7 commits

2 linked in READMEs

updated Jul 17, 2024

See the code

README

Llama3-Preferred-MedSwallow-70B

Model Description

Llama3-Preferred-MedSwallow-70B is a finetuned model based on tokyotech-llm/Llama-3-Swallow-70B-v0.1, which has undergone continued pretraining on an original corpus of medical-related text. For more details, please refer to our blog post at https://tech.preferred.jp/ja/blog/llama3-preferred-medswallow-70b/. The model is released under the META LLAMA 3 COMMUNITY LICENSE.

Model Performance

The table below shows the performance on the Japanese national medical licensing examinations from 2018 to 2022 (IgakuQA).

Model ID	Average	2018	2019	2020	2021	2022
Llama3-Preferred-MedSwallow-70B	395.2	407	390	391	393	395
GPT-4	388.8	382	385	387	398	392
Llama-3-Swallow-70B-v0.1	348.6	353	347	353	345	345
Meta-Llama-3-70B	334.6	353	340	348	314	318
Qwen2-72B	331.2	320	325	325	326	360
gemma-2-27b	316	337	298	327	296	322
Swallow-70b-NVE-hf	291.6	283	280	300	295	300
Swallow-MX-8x7b-NVE-v0.1	280.8	262	273	291	284	294
ChatGPT	273.2	266	250	266	297	287

Limitations

The model was developed for research purposes and is not intended for clinical diagnosis. It is the users' responsibility to ensure compliance with applicable rules and regulations.

Contributors

Preferred Networks, Inc.

Junichiro Iwasawa
Keita Suzuki
Wataru Kawakami

License

META LLAMA 3 COMMUNITY LICENSE

endpoints_compatible

llama

safetensors

text-generation

text-generation-inference

transformers

Contributors

jiwasawa

7 commits

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pfnet/Llama3-Preferred-MedSwallow-70B

Model

Llama3-Preferred-MedSwallow-70B

7 commits

2 linked in READMEs

updated Jul 17, 2024

See the code

README

Llama3-Preferred-MedSwallow-70B

Model Description

Model Performance

The table below shows the performance on the Japanese national medical licensing examinations from 2018 to 2022 (IgakuQA).

Model ID	Average	2018	2019	2020	2021	2022
Llama3-Preferred-MedSwallow-70B	395.2	407	390	391	393	395
GPT-4	388.8	382	385	387	398	392
Llama-3-Swallow-70B-v0.1	348.6	353	347	353	345	345
Meta-Llama-3-70B	334.6	353	340	348	314	318
Qwen2-72B	331.2	320	325	325	326	360
gemma-2-27b	316	337	298	327	296	322
Swallow-70b-NVE-hf	291.6	283	280	300	295	300
Swallow-MX-8x7b-NVE-v0.1	280.8	262	273	291	284	294
ChatGPT	273.2	266	250	266	297	287

Limitations

The model was developed for research purposes and is not intended for clinical diagnosis. It is the users' responsibility to ensure compliance with applicable rules and regulations.