pfnet_-_Llama3-Preferred-MedSwallow-70B-gguf

RichardErkhov/pfnet_-_Llama3-Preferred-MedSwallow-70B-gguf

pfnet_-_Llama3-Preferred-MedSwallow-70B-gguf is a machine learning model from RichardErkhov. Use it for the machine learning task on the model card, and read the license before you ship it in a product.

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799 GB

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.gguf926 GB · 100%

At a glance

Access: Public
Created: Oct 25, 2024
Updated: Oct 26, 2024
SHA: c19c0384

Model card

From the Hugging Face model README

Quantization made by Richard Erkhov.

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Llama3-Preferred-MedSwallow-70B - GGUF

Model creator: https://huggingface.co/pfnet/
Original model: https://huggingface.co/pfnet/Llama3-Preferred-MedSwallow-70B/

Name	Quant method	Size
Llama3-Preferred-MedSwallow-70B.Q2_K.gguf	Q2_K	24.56GB
Llama3-Preferred-MedSwallow-70B.IQ3_XS.gguf	IQ3_XS	27.29GB
Llama3-Preferred-MedSwallow-70B.IQ3_S.gguf	IQ3_S	28.79GB
Llama3-Preferred-MedSwallow-70B.Q3_K_S.gguf	Q3_K_S	28.79GB
Llama3-Preferred-MedSwallow-70B.IQ3_M.gguf	IQ3_M	29.74GB
Llama3-Preferred-MedSwallow-70B.Q3_K.gguf	Q3_K	31.91GB
Llama3-Preferred-MedSwallow-70B.Q3_K_M.gguf	Q3_K_M	31.91GB
Llama3-Preferred-MedSwallow-70B.Q3_K_L.gguf	Q3_K_L	34.59GB
Llama3-Preferred-MedSwallow-70B.IQ4_XS.gguf	IQ4_XS	35.64GB
Llama3-Preferred-MedSwallow-70B.Q4_0.gguf	Q4_0	37.22GB
Llama3-Preferred-MedSwallow-70B.IQ4_NL.gguf	IQ4_NL	37.58GB
Llama3-Preferred-MedSwallow-70B.Q4_K_S.gguf	Q4_K_S	37.58GB
Llama3-Preferred-MedSwallow-70B.Q4_K.gguf	Q4_K	39.6GB
Llama3-Preferred-MedSwallow-70B.Q4_K_M.gguf	Q4_K_M	39.6GB
Llama3-Preferred-MedSwallow-70B.Q4_1.gguf	Q4_1	41.27GB
Llama3-Preferred-MedSwallow-70B.Q5_0.gguf	Q5_0	45.32GB
Llama3-Preferred-MedSwallow-70B.Q5_K_S.gguf	Q5_K_S	45.32GB
Llama3-Preferred-MedSwallow-70B.Q5_K.gguf	Q5_K	46.52GB
Llama3-Preferred-MedSwallow-70B.Q5_K_M.gguf	Q5_K_M	46.52GB
Llama3-Preferred-MedSwallow-70B.Q5_1.gguf	Q5_1	49.36GB
Llama3-Preferred-MedSwallow-70B.Q6_K.gguf	Q6_K	53.91GB
Llama3-Preferred-MedSwallow-70B.Q8_0.gguf	Q8_0	69.83GB

Original model description:

language:

en
ja library_name: transformers pipeline_tag: text-generation license: llama3 model_type: llama

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

Created: Oct 25, 2024
Updated: Oct 26, 2024