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results / medicalai /ClinicalGPT-base-zh /results_2024-04-18 22:06:22.007216.json
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{
"results": {
"pubmedqa": {
"acc,none": 0.634,
"acc_stderr,none": 0.02156427685020165,
"alias": "pubmedqa"
},
"mmlu_professional_medicine": {
"alias": "professional_medicine",
"acc,none": 0.19117647058823528,
"acc_stderr,none": 0.023886881922440328
},
"mmlu_medical_genetics": {
"alias": "medical_genetics",
"acc,none": 0.25,
"acc_stderr,none": 0.04351941398892446
},
"mmlu_college_medicine": {
"alias": "college_medicine",
"acc,none": 0.23699421965317918,
"acc_stderr,none": 0.032424147574830996
},
"mmlu_college_biology": {
"alias": "college_biology",
"acc,none": 0.25,
"acc_stderr,none": 0.03621034121889507
},
"mmlu_clinical_knowledge": {
"alias": "clinical_knowledge",
"acc,none": 0.2981132075471698,
"acc_stderr,none": 0.028152837942493864
},
"mmlu_anatomy": {
"alias": "anatomy",
"acc,none": 0.31851851851851853,
"acc_stderr,none": 0.04024778401977111
},
"medqa_4options": {
"acc,none": 0.26865671641791045,
"acc_stderr,none": 0.012428420373194955,
"acc_norm,none": 0.26865671641791045,
"acc_norm_stderr,none": 0.012428420373194955,
"alias": "medqa_4options"
},
"medmcqa": {
"acc,none": 0.2847238823810662,
"acc_stderr,none": 0.006978415056846407,
"acc_norm,none": 0.2847238823810662,
"acc_norm_stderr,none": 0.006978415056846407,
"alias": "medmcqa"
}
},
"config": {
"model": "hf",
"model_args": "pretrained=medicalai/ClinicalGPT-base-zh,revision=main,dtype=bfloat16",
"batch_size": "auto",
"batch_sizes": [
8
],
"device": "cuda:0",
"use_cache": null,
"limit": null,
"bootstrap_iters": 100000,
"gen_kwargs": null,
"model_dtype": "bfloat16",
"model_name": "medicalai/ClinicalGPT-base-zh",
"model_sha": "main"
}
}