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results / Writer /palmyra-med-20b /results_2024-05-16 15:53:12.769993.json
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{
"results": {
"pubmedqa": {
"acc,none": 0.76,
"acc_stderr,none": 0.019118866653759833,
"alias": "pubmedqa"
},
"mmlu_professional_medicine": {
"alias": "professional_medicine",
"acc,none": 0.48161764705882354,
"acc_stderr,none": 0.03035230339535196
},
"mmlu_medical_genetics": {
"alias": "medical_genetics",
"acc,none": 0.57,
"acc_stderr,none": 0.049756985195624284
},
"mmlu_college_medicine": {
"alias": "college_medicine",
"acc,none": 0.4913294797687861,
"acc_stderr,none": 0.038118909889404105
},
"mmlu_college_biology": {
"alias": "college_biology",
"acc,none": 0.4652777777777778,
"acc_stderr,none": 0.04171115858181618
},
"mmlu_clinical_knowledge": {
"alias": "clinical_knowledge",
"acc,none": 0.5358490566037736,
"acc_stderr,none": 0.030693675018458006
},
"mmlu_anatomy": {
"alias": "anatomy",
"acc,none": 0.45925925925925926,
"acc_stderr,none": 0.04304979692464242
},
"medqa_4options": {
"acc,none": 0.42105263157894735,
"acc_stderr,none": 0.013843444995912947,
"acc_norm,none": 0.42105263157894735,
"acc_norm_stderr,none": 0.013843444995912947,
"alias": "medqa_4options"
},
"medmcqa": {
"acc,none": 0.4341381783409037,
"acc_stderr,none": 0.00766438252909569,
"acc_norm,none": 0.4341381783409037,
"acc_norm_stderr,none": 0.00766438252909569,
"alias": "medmcqa"
}
},
"config": {
"model": "hf",
"model_args": "pretrained=Writer/palmyra-med-20b,revision=11a7a284be8767d3b8b89e29a20d9c02706950c4,dtype=float16",
"model_num_parameters": 20256233472,
"model_dtype": "float16",
"model_revision": "11a7a284be8767d3b8b89e29a20d9c02706950c4",
"model_sha": "11a7a284be8767d3b8b89e29a20d9c02706950c4",
"batch_size": "auto",
"batch_sizes": [
2
],
"device": "cuda:1",
"use_cache": null,
"limit": null,
"bootstrap_iters": 100000,
"gen_kwargs": null,
"random_seed": 0,
"numpy_seed": 1234,
"torch_seed": 1234,
"fewshot_seed": 1234,
"model_name": "Writer/palmyra-med-20b"
}
}