commit ef313aaa2ce0d6e0c859deb87dd8ddeef2e7f3a9 Author: ModelHub XC Date: Fri Apr 17 01:10:03 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: FreedomIntelligence/Apollo-2B Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..1c37d45 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,39 @@ +*.7z filter=lfs diff=lfs merge=lfs -text +*.arrow filter=lfs diff=lfs merge=lfs -text +*.bin filter=lfs diff=lfs merge=lfs -text +*.bz2 filter=lfs diff=lfs merge=lfs -text +*.ckpt filter=lfs diff=lfs merge=lfs -text +*.ftz filter=lfs diff=lfs merge=lfs -text +*.gz filter=lfs diff=lfs merge=lfs -text +*.h5 filter=lfs diff=lfs merge=lfs -text +*.joblib filter=lfs diff=lfs merge=lfs -text +*.lfs.* filter=lfs diff=lfs merge=lfs -text +*.mlmodel filter=lfs diff=lfs merge=lfs -text +*.model filter=lfs diff=lfs merge=lfs -text +*.msgpack filter=lfs diff=lfs merge=lfs -text +*.npy filter=lfs diff=lfs merge=lfs -text +*.npz filter=lfs diff=lfs merge=lfs -text +*.onnx filter=lfs diff=lfs merge=lfs -text +*.ot filter=lfs diff=lfs merge=lfs -text +*.parquet filter=lfs diff=lfs merge=lfs -text +*.pb filter=lfs diff=lfs merge=lfs -text +*.pickle filter=lfs diff=lfs merge=lfs -text +*.pkl filter=lfs diff=lfs merge=lfs -text +*.pt filter=lfs diff=lfs merge=lfs -text +*.pth filter=lfs diff=lfs merge=lfs -text +*.rar filter=lfs diff=lfs merge=lfs -text +*.safetensors filter=lfs diff=lfs merge=lfs -text +saved_model/**/* filter=lfs diff=lfs merge=lfs -text +*.tar.* filter=lfs diff=lfs merge=lfs -text +*.tar filter=lfs diff=lfs merge=lfs -text +*.tflite filter=lfs diff=lfs merge=lfs -text +*.tgz filter=lfs diff=lfs merge=lfs -text +*.wasm filter=lfs diff=lfs merge=lfs -text +*.xz filter=lfs diff=lfs merge=lfs -text +*.zip filter=lfs diff=lfs merge=lfs -text +*.zst filter=lfs diff=lfs merge=lfs -text +*tfevents* filter=lfs diff=lfs merge=lfs -text +tokenizer.json filter=lfs diff=lfs merge=lfs -text +model-00001-of-00003.safetensors filter=lfs diff=lfs merge=lfs -text +model-00002-of-00003.safetensors filter=lfs diff=lfs merge=lfs -text +model-00003-of-00003.safetensors filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..413a9ce --- /dev/null +++ b/README.md @@ -0,0 +1,154 @@ +--- +license: apache-2.0 +--- +# Multilingual Medicine: Model, Dataset, Benchmark, Code + +Covering English, Chinese, French, Hindi, Spanish, Hindi, Arabic So far + + +

+ 👨🏻‍💻Github •📃 Paper • 🌐 Demo • 🤗 ApolloCorpus • 🤗 XMedBench +
中文 | English +

+ +![Apollo](assets/apollo_medium_final.png) + +## 🌈 Update + +* **[2024.03.07]** [Paper](https://arxiv.org/abs/2403.03640) released. +* **[2024.02.12]** ApolloCorpus and XMedBench is published！🎉 +* **[2024.01.23]** Apollo repo is published！🎉 + + +## Results + 🤗Apollo-0.5B • 🤗 Apollo-1.8B • 🤗 Apollo-2B • 🤗 Apollo-6B • 🤗 Apollo-7B + + 🤗 Apollo-0.5B-GGUF • 🤗 Apollo-2B-GGUF • 🤗 Apollo-6B-GGUF • 🤗 Apollo-7B-GGUF + + + ![Apollo](assets/result.png) + + +## Usage Format + +User:{query}\nAssistant:{response}<|endoftext|> + + + +## Dataset & Evaluation + +- Dataset + 🤗 ApolloCorpus + +
Click to expand + + ![Apollo](assets/dataset.png) + + - [Zip File](https://huggingface.co/datasets/FreedomIntelligence/ApolloCorpus/blob/main/ApolloCorpus.zip) + - [Data category](https://huggingface.co/datasets/FreedomIntelligence/ApolloCorpus/tree/main/train) + - Pretrain: + - data item: + - json_name: {data_source}_{language}_{data_type}.json + - data_type: medicalBook, medicalGuideline, medicalPaper, medicalWeb(from online forum), medicalWiki + - language: en(English), zh(chinese), es(spanish), fr(french), hi(Hindi) + - data_type: qa(generated qa from text) + - data_type==text: list of string + ``` + [ + "string1", + "string2", + ... + ] + ``` + - data_type==qa: list of qa pairs(list of string) + ``` + [ + [ + "q1", + "a1", + "q2", + "a2", + ... + ], + ... + ] + ``` + - SFT: + - json_name: {data_source}_{language}.json + - data_type: code, general, math, medicalExam, medicalPatient + - data item: list of qa pairs(list of string) + ``` + [ + [ + "q1", + "a1", + "q2", + "a2", + ... + ], + ... + ] + ``` + + +
+ + + +- Evaluation + 🤗 XMedBench + +
Click to expand + + - EN: + - [MedQA-USMLE](https://huggingface.co/datasets/GBaker/MedQA-USMLE-4-options) + - [MedMCQA](https://huggingface.co/datasets/medmcqa/viewer/default/test) + - [PubMedQA](https://huggingface.co/datasets/pubmed_qa): Because the results fluctuated too much, they were not used in the paper. + - [MMLU-Medical](https://huggingface.co/datasets/cais/mmlu) + - Clinical knowledge, Medical genetics, Anatomy, Professional medicine, College biology, College medicine + - ZH: + - [MedQA-MCMLE](https://huggingface.co/datasets/bigbio/med_qa/viewer/med_qa_zh_4options_bigbio_qa/test) + - [CMB-single](https://huggingface.co/datasets/FreedomIntelligence/CMB): Not used in the paper + - Randomly sample 2,000 multiple-choice questions with single answer. + - [CMMLU-Medical](https://huggingface.co/datasets/haonan-li/cmmlu) + - Anatomy, Clinical_knowledge, College_medicine, Genetics, Nutrition, Traditional_chinese_medicine, Virology + - [CExam](https://github.com/williamliujl/CMExam): Not used in the paper + - Randomly sample 2,000 multiple-choice questions + + + - ES: [Head_qa](https://huggingface.co/datasets/head_qa) + - FR: [Frenchmedmcqa](https://github.com/qanastek/FrenchMedMCQA) + - HI: [MMLU_HI](https://huggingface.co/datasets/FreedomIntelligence/MMLU_Arabic) + - Clinical knowledge, Medical genetics, Anatomy, Professional medicine, College biology, College medicine + - AR: [MMLU_Ara](https://huggingface.co/datasets/FreedomIntelligence/MMLU_Hindi) + - Clinical knowledge, Medical genetics, Anatomy, Professional medicine, College biology, College medicine + + +
+ + +## Results reproduction +
Click to expand + + **Waiting for Update** + + + +
+ + + + +## Citation +Please use the following citation if you intend to use our dataset for training or evaluation: + +``` +@misc{wang2024apollo, + title={Apollo: Lightweight Multilingual Medical LLMs towards Democratizing Medical AI to 6B People}, + author={Xidong Wang and Nuo Chen and Junyin Chen and Yan Hu and Yidong Wang and Xiangbo Wu and Anningzhe Gao and Xiang Wan and Haizhou Li and Benyou Wang}, + year={2024}, + eprint={2403.03640}, + archivePrefix={arXiv}, + primaryClass={cs.CL} +} +``` diff --git a/assets/apollo_medium_final.png b/assets/apollo_medium_final.png new file mode 100644 index 0000000..0344ff3 Binary files /dev/null and b/assets/apollo_medium_final.png differ diff --git a/assets/dataset.png b/assets/dataset.png new file mode 100644 index 0000000..77167f4 Binary files /dev/null and b/assets/dataset.png differ diff --git a/assets/logo b/assets/logo new file mode 100644 index 0000000..e69de29 diff --git a/assets/result.png b/assets/result.png new file mode 100644 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