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6097186a95
* Add Datasets: MedQA, ProteinLMBench; Add Models: huatuogpt, baichuanM1 * Fix bugs for MedQA. Add info in dataset-index * Add version code for MedQA and ProteinLMBench * Add version code for MedQA and ProteinLMBench
47 lines
1.4 KiB
Python
47 lines
1.4 KiB
Python
from opencompass.openicl.icl_prompt_template import PromptTemplate
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from opencompass.openicl.icl_retriever import ZeroRetriever
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from opencompass.openicl.icl_inferencer import GenInferencer
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from opencompass.openicl.icl_evaluator import AccEvaluator
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from opencompass.datasets.ProteinLMBench import ProteinLMBenchDataset, ProteinLMBenchEvaluator
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QUERY_TEMPLATE = "Answer the following multiple choice question. There is only one correct answer. The last line of your response should be in the format 'Answer: $LETTER' (without quotes), where LETTER is the letter among {start} through {end}.\n{question}"
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# Reader configuration
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reader_cfg = dict(
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input_columns=['question', 'start', 'end', 'options'],
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output_column='label',
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)
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# Inference configuration
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infer_cfg = dict(
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prompt_template=dict(
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type=PromptTemplate,
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template=dict(
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round=[
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dict(
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role='HUMAN',
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prompt=QUERY_TEMPLATE
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)
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], ),
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),
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retriever=dict(type=ZeroRetriever),
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inferencer=dict(type=GenInferencer),
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)
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# Evaluation configuration
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eval_cfg = dict(
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evaluator=dict(type=ProteinLMBenchEvaluator),
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)
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proteinlmbench_dataset = dict(
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abbr='ProteinLMBench',
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type=ProteinLMBenchDataset,
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path='tsynbio/ProteinLMBench',
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reader_cfg=reader_cfg,
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infer_cfg=infer_cfg,
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eval_cfg=eval_cfg
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)
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proteinlmbench_datasets = [proteinlmbench_dataset]
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