mirror of
https://github.com/open-compass/opencompass.git
synced 2025-05-30 16:03:24 +08:00
162 lines
6.4 KiB
Python
162 lines
6.4 KiB
Python
from mmengine.config import read_base
|
|
import os.path as osp
|
|
from opencompass.runners import LocalRunner, VOLCRunner
|
|
from opencompass.partitioners import NaivePartitioner, NumWorkerPartitioner
|
|
from opencompass.tasks import OpenICLInferTask, OpenICLEvalTask
|
|
|
|
with read_base():
|
|
# Datasets Part
|
|
# bigcodebench
|
|
from opencompass.configs.datasets.bigcodebench.bigcodebench_full_instruct_gen_c3d5ad import (
|
|
bigcodebench_full_instruct_datasets
|
|
)
|
|
from opencompass.configs.datasets.bigcodebench.bigcodebench_hard_instruct_gen_c3d5ad import (
|
|
bigcodebench_hard_instruct_datasets
|
|
)
|
|
# livecodebench code generation lite v5
|
|
from opencompass.configs.datasets.livecodebench.livecodebench_time_split_gen import (
|
|
LCB_datasets
|
|
)
|
|
# huamneval
|
|
from opencompass.configs.datasets.humaneval.humaneval_passk_gen_8e312c import (
|
|
humaneval_datasets
|
|
)
|
|
from opencompass.configs.datasets.humaneval_pro.humaneval_pro_gen import (
|
|
humanevalpro_datasets
|
|
)
|
|
# mbpp
|
|
from opencompass.configs.datasets.mbpp.mbpp_passk_gen_830460 import (
|
|
mbpp_datasets
|
|
)
|
|
from opencompass.configs.datasets.mbpp_pro.mbpp_pro_gen import (
|
|
mbpppro_datasets
|
|
)
|
|
# multipl-e
|
|
from opencompass.configs.datasets.multipl_e.multiple_top_ten_gen import (
|
|
multiple_datasets
|
|
)
|
|
|
|
# Models Part
|
|
from opencompass.configs.models.qwen2_5.lmdeploy_qwen2_5_7b_instruct import (
|
|
models as lmdeploy_qwen2_5_7b_instruct_model,
|
|
)
|
|
from opencompass.configs.models.hf_internlm.lmdeploy_internlm3_8b_instruct import (
|
|
models as lmdeploy_internlm3_8b_instruct_model,
|
|
)
|
|
|
|
# models config
|
|
models = sum([v for k, v in locals().items() if k.endswith('_model')], [])
|
|
for model in models:
|
|
model['max_seq_len'] = 16384
|
|
model['max_out_len'] = 8192
|
|
|
|
# datasets config
|
|
datasets = sum(
|
|
(v for k, v in locals().items() if k.endswith('_datasets')),
|
|
[],
|
|
)
|
|
num_repeats = 5
|
|
k = (1, 3, 5)
|
|
for dataset in datasets:
|
|
dataset['infer_cfg']['inferencer']['max_out_len'] = 8192
|
|
# openai pass@k config: the current setting is pass@5 (n=10).
|
|
if not any(exclude in dataset['abbr'] for exclude in ('mbpp', 'humaneval')):
|
|
dataset['eval_cfg']['evaluator']['num_repeats'] = num_repeats
|
|
dataset['eval_cfg']['evaluator']['k'] = k
|
|
dataset['num_repeats'] = num_repeats
|
|
# dataset['abbr'] += f'_passk'
|
|
|
|
# summary
|
|
summarizer = dict(
|
|
dataset_abbrs = [
|
|
'pass@1',
|
|
['bigcodebench_full_instruct_passk', 'pass@1'],
|
|
['bigcodebench_hard_instruct_passk', 'pass@1'],
|
|
['lcb_code_generation_passk', 'pass@1'],
|
|
['openai_humaneval_passk_passk', 'humaneval_pass@1'],
|
|
['humaneval_pro_passk', 'pass@1'],
|
|
['mbpp_passk_passk', 'pass@1'],
|
|
['mbpp_pro_passk', 'pass@1'],
|
|
['humaneval-multiple-cpp_passk', 'pass@1'],
|
|
['humaneval-multiple-cs_passk', 'pass@1'],
|
|
['humaneval-multiple-go_passk', 'pass@1'],
|
|
['humaneval-multiple-java_passk', 'pass@1'],
|
|
['humaneval-multiple-rb_passk', 'pass@1'],
|
|
['humaneval-multiple-js_passk', 'pass@1'],
|
|
['humaneval-multiple-php_passk', 'pass@1'],
|
|
['humaneval-multiple-r_passk', 'pass@1'],
|
|
['humaneval-multiple-rs_passk', 'pass@1'],
|
|
['humaneval-multiple-sh_passk', 'pass@1'],
|
|
['mbpp-multiple-cpp_passk', 'pass@1'],
|
|
['mbpp-multiple-cs_passk', 'pass@1'],
|
|
['mbpp-multiple-go_passk', 'pass@1'],
|
|
['mbpp-multiple-java_passk', 'pass@1'],
|
|
['mbpp-multiple-rb_passk', 'pass@1'],
|
|
['mbpp-multiple-js_passk', 'pass@1'],
|
|
['mbpp-multiple-php_passk', 'pass@1'],
|
|
['mbpp-multiple-r_passk', 'pass@1'],
|
|
['mbpp-multiple-rs_passk', 'pass@1'],
|
|
['mbpp-multiple-sh_passk', 'pass@1'],
|
|
'',
|
|
'pass@3',
|
|
['bigcodebench_full_instruct_passk', 'pass@3'],
|
|
['bigcodebench_hard_instruct_passk', 'pass@3'],
|
|
['lcb_code_generation_passk', 'pass@3'],
|
|
['openai_humaneval_passk_passk', 'humaneval_pass@3'],
|
|
['humaneval_pro_passk', 'pass@3'],
|
|
['mbpp_passk_passk', 'pass@3'],
|
|
['mbpp_pro_passk', 'pass@3'],
|
|
['humaneval-multiple-cpp_passk', 'pass@3'],
|
|
['humaneval-multiple-cs_passk', 'pass@3'],
|
|
['humaneval-multiple-go_passk', 'pass@3'],
|
|
['humaneval-multiple-java_passk', 'pass@3'],
|
|
['humaneval-multiple-rb_passk', 'pass@3'],
|
|
['humaneval-multiple-js_passk', 'pass@3'],
|
|
['humaneval-multiple-php_passk', 'pass@3'],
|
|
['humaneval-multiple-r_passk', 'pass@3'],
|
|
['humaneval-multiple-rs_passk', 'pass@3'],
|
|
['humaneval-multiple-sh_passk', 'pass@3'],
|
|
['mbpp-multiple-cpp_passk', 'pass@3'],
|
|
['mbpp-multiple-cs_passk', 'pass@3'],
|
|
['mbpp-multiple-go_passk', 'pass@3'],
|
|
['mbpp-multiple-java_passk', 'pass@3'],
|
|
['mbpp-multiple-rb_passk', 'pass@3'],
|
|
['mbpp-multiple-js_passk', 'pass@3'],
|
|
['mbpp-multiple-php_passk', 'pass@3'],
|
|
['mbpp-multiple-r_passk', 'pass@3'],
|
|
['mbpp-multiple-rs_passk', 'pass@3'],
|
|
['mbpp-multiple-sh_passk', 'pass@3'],
|
|
'',
|
|
'pass@5',
|
|
['bigcodebench_full_instruct_passk', 'pass@5'],
|
|
['bigcodebench_hard_instruct_passk', 'pass@5'],
|
|
['lcb_code_generation_passk', 'pass@5'],
|
|
['openai_humaneval_passk_passk', 'humaneval_pass@5'],
|
|
['humaneval_pro_passk', 'pass@5'],
|
|
['mbpp_passk_passk', 'pass@5'],
|
|
['mbpp_pro_passk', 'pass@5'],
|
|
['humaneval-multiple-cpp_passk', 'pass@5'],
|
|
['humaneval-multiple-cs_passk', 'pass@5'],
|
|
['humaneval-multiple-go_passk', 'pass@5'],
|
|
['humaneval-multiple-java_passk', 'pass@5'],
|
|
['humaneval-multiple-rb_passk', 'pass@5'],
|
|
['humaneval-multiple-js_passk', 'pass@5'],
|
|
['humaneval-multiple-php_passk', 'pass@5'],
|
|
['humaneval-multiple-r_passk', 'pass@5'],
|
|
['humaneval-multiple-rs_passk', 'pass@5'],
|
|
['humaneval-multiple-sh_passk', 'pass@5'],
|
|
['mbpp-multiple-cpp_passk', 'pass@5'],
|
|
['mbpp-multiple-cs_passk', 'pass@5'],
|
|
['mbpp-multiple-go_passk', 'pass@5'],
|
|
['mbpp-multiple-java_passk', 'pass@5'],
|
|
['mbpp-multiple-rb_passk', 'pass@5'],
|
|
['mbpp-multiple-js_passk', 'pass@5'],
|
|
['mbpp-multiple-php_passk', 'pass@5'],
|
|
['mbpp-multiple-r_passk', 'pass@5'],
|
|
['mbpp-multiple-rs_passk', 'pass@5'],
|
|
['mbpp-multiple-sh_passk', 'pass@5'],
|
|
],
|
|
)
|
|
|
|
work_dir = 'outputs/code_passk'
|