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37 lines
1.4 KiB
Python
37 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.datasets import TACODataset, TACOEvaluator
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TACO_difficulties_list = ['EASY', 'MEDIUM', 'MEDIUM_HARD', 'HARD', 'VERY_HARD']
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TACO_reader_cfg = dict(input_columns=['question', 'starter'], output_column='problem_id', train_split='test')
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TACO_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(role='HUMAN', prompt='Please write a python program to address the following QUESTION. Your ANSWER should be in a code block format like this: ```python # Write your code here ```. \nQUESTION:\n{question} {starter}\nANSWER:\n'),
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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, max_out_len=1024),
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)
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TACO_eval_cfg = dict(evaluator=dict(type=TACOEvaluator), pred_role='BOT')
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TACO_datasets = []
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for difficulty in TACO_difficulties_list:
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TACO_datasets.append(
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dict(
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type=TACODataset,
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abbr='TACO-' + difficulty,
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path='./data/BAAI-TACO',
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difficulty=difficulty,
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reader_cfg=TACO_reader_cfg,
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infer_cfg=TACO_infer_cfg,
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eval_cfg=TACO_eval_cfg,
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)
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)
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