|
{ |
|
"results": { |
|
"medqa_4options": { |
|
"acc,none": 0.24901806755695208, |
|
"acc_stderr,none": 0.012125135984037815, |
|
"acc_norm,none": 0.24901806755695208, |
|
"acc_norm_stderr,none": 0.012125135984037815, |
|
"alias": "medqa_4options" |
|
} |
|
}, |
|
"configs": { |
|
"medqa_4options": { |
|
"task": "medqa_4options", |
|
"dataset_path": "GBaker/MedQA-USMLE-4-options-hf", |
|
"training_split": "train", |
|
"validation_split": "validation", |
|
"test_split": "test", |
|
"doc_to_text": "def doc_to_text(doc) -> str:\n option_choices = {'A': doc[\"ending0\"], 'B': doc[\"ending1\"], 'C': doc[\"ending2\"], 'D': doc[\"ending3\"]}\n answers = \"\".join((f\"{k}. {v}\\n\") for k, v in option_choices.items())\n return f\"Question: {doc['sent1']}\\n{answers}Answer:\"\n", |
|
"doc_to_target": "def doc_to_target(doc) -> int:\n return doc[\"label\"]\n", |
|
"doc_to_choice": [ |
|
"A", |
|
"B", |
|
"C", |
|
"D" |
|
], |
|
"description": "", |
|
"target_delimiter": " ", |
|
"fewshot_delimiter": "\n\n", |
|
"metric_list": [ |
|
{ |
|
"metric": "acc", |
|
"aggregation": "mean", |
|
"higher_is_better": true |
|
}, |
|
{ |
|
"metric": "acc_norm", |
|
"aggregation": "mean", |
|
"higher_is_better": true |
|
} |
|
], |
|
"output_type": "multiple_choice", |
|
"repeats": 1, |
|
"should_decontaminate": false |
|
} |
|
}, |
|
"versions": { |
|
"medqa_4options": "Yaml" |
|
}, |
|
"n-shot": { |
|
"medqa_4options": 0 |
|
}, |
|
"config": { |
|
"model": "hf", |
|
"model_args": "pretrained=SmerkyG/rwkv6-world-1b6,dtype=bfloat16,trust_remote_code=True", |
|
"batch_size": "auto", |
|
"batch_sizes": [ |
|
32 |
|
], |
|
"device": null, |
|
"use_cache": null, |
|
"limit": null, |
|
"bootstrap_iters": 100000, |
|
"gen_kwargs": null |
|
}, |
|
"git_hash": "bff08d1" |
|
} |