mirror of
https://github.com/open-compass/opencompass.git
synced 2025-05-30 16:03:24 +08:00
36 lines
1.3 KiB
Python
36 lines
1.3 KiB
Python
from opencompass.openicl.icl_prompt_template import PromptTemplate
|
|
from opencompass.openicl.icl_retriever import ZeroRetriever
|
|
from opencompass.openicl.icl_inferencer import GenInferencer
|
|
from opencompass.datasets import HumanevalDataset, HumanEvalPlusEvaluator, humaneval_postprocess_v2
|
|
|
|
humaneval_plus_reader_cfg = dict(input_columns=['prompt'], output_column='task_id', train_split='test')
|
|
|
|
HUMANEVAL_TEMPLATE = dict(
|
|
round=[
|
|
dict(role='HUMAN', prompt='You are an intelligent programming assistant to produce Python algorithmic solutions.\nCan you complete the following Python function?\n```python\n{prompt}\n```'),
|
|
]
|
|
)
|
|
|
|
humaneval_plus_infer_cfg = dict(
|
|
prompt_template=dict(type=PromptTemplate, template=HUMANEVAL_TEMPLATE),
|
|
retriever=dict(type=ZeroRetriever),
|
|
inferencer=dict(type=GenInferencer, max_out_len=1024),
|
|
)
|
|
|
|
humaneval_plus_eval_cfg = dict(
|
|
evaluator=dict(type=HumanEvalPlusEvaluator),
|
|
k=[1, 10, 100],
|
|
pred_postprocessor=dict(type=humaneval_postprocess_v2),
|
|
)
|
|
|
|
humaneval_plus_datasets = [
|
|
dict(
|
|
abbr='humaneval_plus',
|
|
type=HumanevalDataset,
|
|
path='./data/humaneval/human-eval-v2-20210705.jsonl',
|
|
reader_cfg=humaneval_plus_reader_cfg,
|
|
infer_cfg=humaneval_plus_infer_cfg,
|
|
eval_cfg=humaneval_plus_eval_cfg,
|
|
)
|
|
]
|