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+[Discord](https://discord.gg/pvy7H8DZMG) + +[Request more models](https://github.com/RichardErkhov/quant_request) + + +Apollo-2B - GGUF +- Model creator: https://huggingface.co/FreedomIntelligence/ +- Original model: https://huggingface.co/FreedomIntelligence/Apollo-2B/ + + +| Name | Quant method | Size | +| ---- | ---- | ---- | +| [Apollo-2B.Q2_K.gguf](https://huggingface.co/RichardErkhov/FreedomIntelligence_-_Apollo-2B-gguf/blob/main/Apollo-2B.Q2_K.gguf) | Q2_K | 1.08GB | +| [Apollo-2B.IQ3_XS.gguf](https://huggingface.co/RichardErkhov/FreedomIntelligence_-_Apollo-2B-gguf/blob/main/Apollo-2B.IQ3_XS.gguf) | IQ3_XS | 1.16GB | +| [Apollo-2B.IQ3_S.gguf](https://huggingface.co/RichardErkhov/FreedomIntelligence_-_Apollo-2B-gguf/blob/main/Apollo-2B.IQ3_S.gguf) | IQ3_S | 1.2GB | +| [Apollo-2B.Q3_K_S.gguf](https://huggingface.co/RichardErkhov/FreedomIntelligence_-_Apollo-2B-gguf/blob/main/Apollo-2B.Q3_K_S.gguf) | Q3_K_S | 1.2GB | +| [Apollo-2B.IQ3_M.gguf](https://huggingface.co/RichardErkhov/FreedomIntelligence_-_Apollo-2B-gguf/blob/main/Apollo-2B.IQ3_M.gguf) | IQ3_M | 1.22GB | +| [Apollo-2B.Q3_K.gguf](https://huggingface.co/RichardErkhov/FreedomIntelligence_-_Apollo-2B-gguf/blob/main/Apollo-2B.Q3_K.gguf) | Q3_K | 1.29GB | +| [Apollo-2B.Q3_K_M.gguf](https://huggingface.co/RichardErkhov/FreedomIntelligence_-_Apollo-2B-gguf/blob/main/Apollo-2B.Q3_K_M.gguf) | Q3_K_M | 1.29GB | +| [Apollo-2B.Q3_K_L.gguf](https://huggingface.co/RichardErkhov/FreedomIntelligence_-_Apollo-2B-gguf/blob/main/Apollo-2B.Q3_K_L.gguf) | Q3_K_L | 1.36GB | +| [Apollo-2B.IQ4_XS.gguf](https://huggingface.co/RichardErkhov/FreedomIntelligence_-_Apollo-2B-gguf/blob/main/Apollo-2B.IQ4_XS.gguf) | IQ4_XS | 1.4GB | +| [Apollo-2B.Q4_0.gguf](https://huggingface.co/RichardErkhov/FreedomIntelligence_-_Apollo-2B-gguf/blob/main/Apollo-2B.Q4_0.gguf) | Q4_0 | 1.44GB | +| [Apollo-2B.IQ4_NL.gguf](https://huggingface.co/RichardErkhov/FreedomIntelligence_-_Apollo-2B-gguf/blob/main/Apollo-2B.IQ4_NL.gguf) | IQ4_NL | 1.45GB | +| [Apollo-2B.Q4_K_S.gguf](https://huggingface.co/RichardErkhov/FreedomIntelligence_-_Apollo-2B-gguf/blob/main/Apollo-2B.Q4_K_S.gguf) | Q4_K_S | 1.45GB | +| [Apollo-2B.Q4_K.gguf](https://huggingface.co/RichardErkhov/FreedomIntelligence_-_Apollo-2B-gguf/blob/main/Apollo-2B.Q4_K.gguf) | Q4_K | 1.52GB | +| [Apollo-2B.Q4_K_M.gguf](https://huggingface.co/RichardErkhov/FreedomIntelligence_-_Apollo-2B-gguf/blob/main/Apollo-2B.Q4_K_M.gguf) | Q4_K_M | 1.52GB | +| [Apollo-2B.Q4_1.gguf](https://huggingface.co/RichardErkhov/FreedomIntelligence_-_Apollo-2B-gguf/blob/main/Apollo-2B.Q4_1.gguf) | Q4_1 | 1.56GB | +| [Apollo-2B.Q5_0.gguf](https://huggingface.co/RichardErkhov/FreedomIntelligence_-_Apollo-2B-gguf/blob/main/Apollo-2B.Q5_0.gguf) | Q5_0 | 1.68GB | +| [Apollo-2B.Q5_K_S.gguf](https://huggingface.co/RichardErkhov/FreedomIntelligence_-_Apollo-2B-gguf/blob/main/Apollo-2B.Q5_K_S.gguf) | Q5_K_S | 1.68GB | +| [Apollo-2B.Q5_K.gguf](https://huggingface.co/RichardErkhov/FreedomIntelligence_-_Apollo-2B-gguf/blob/main/Apollo-2B.Q5_K.gguf) | Q5_K | 1.71GB | +| [Apollo-2B.Q5_K_M.gguf](https://huggingface.co/RichardErkhov/FreedomIntelligence_-_Apollo-2B-gguf/blob/main/Apollo-2B.Q5_K_M.gguf) | Q5_K_M | 1.71GB | +| [Apollo-2B.Q5_1.gguf](https://huggingface.co/RichardErkhov/FreedomIntelligence_-_Apollo-2B-gguf/blob/main/Apollo-2B.Q5_1.gguf) | Q5_1 | 1.79GB | +| [Apollo-2B.Q6_K.gguf](https://huggingface.co/RichardErkhov/FreedomIntelligence_-_Apollo-2B-gguf/blob/main/Apollo-2B.Q6_K.gguf) | Q6_K | 1.92GB | +| [Apollo-2B.Q8_0.gguf](https://huggingface.co/RichardErkhov/FreedomIntelligence_-_Apollo-2B-gguf/blob/main/Apollo-2B.Q8_0.gguf) | Q8_0 | 2.49GB | + + + + +Original model description: +--- +license: apache-2.0 +--- +# Multilingual Medicine: Model, Dataset, Benchmark, Code + +Covering English, Chinese, French, Hindi, Spanish, Hindi, Arabic So far + + +

+ πŸ‘¨πŸ»β€πŸ’»Github β€’πŸ“ƒ Paper β€’ 🌐 Demo β€’ πŸ€— ApolloCorpus β€’ πŸ€— XMedBench +
δΈ­ζ–‡ | 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 publishedοΌπŸŽ‰ +* **[2024.01.23]** Apollo repo is publishedοΌπŸŽ‰ + + +## Results + πŸ€—Apollo-0.5B β€’ πŸ€— Apollo-1.8B β€’ πŸ€— Apollo-2B β€’ πŸ€— Apollo-6B β€’ πŸ€— Apollo-7B + + πŸ€— Apollo-0.5B-GGUF β€’ πŸ€— Apollo-2B-GGUF β€’ πŸ€— Apollo-6B-GGUF β€’ πŸ€— Apollo-7B-GGUF + + + ![Apollo](assets/result.png) + + +## Usage Format + +User:{query}\nAssistant:{response}<|endoftext|> + + + +## Dataset & Evaluation + +- Dataset + πŸ€— 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 + πŸ€— 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} +} +``` + +