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【BugFix】Fix BFCL serialize fail in multiturn #117

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【BugFix】Fix BFCL serialize fail in multiturn #117

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cb1b1e0
fix json serializable fail bug
GaoHuaZhang Jan 20, 2026
5945fe0
add mmlu pro weight
GaoHuaZhang Jan 20, 2026
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19 changes: 19 additions & 0 deletions ais_bench/benchmark/configs/summarizers/groups/mmlu_pro.py
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Original file line number Diff line number Diff line change
Expand Up @@ -3,3 +3,22 @@
mmlu_pro_summary_groups = [
{'name': 'mmlu_pro', 'subsets': ['mmlu_pro_' + c.replace(' ', '_') for c in categories]},
]

_mmlu_pro_all = ['mmlu_pro_' + c.replace(' ', '_') for c in categories]
_mmlu_pro_weights = {
'mmlu_pro_math': 1351,
'mmlu_pro_physics': 1299,
'mmlu_pro_chemistry': 1132,
'mmlu_pro_law': 1101,
'mmlu_pro_engineering': 969,
'mmlu_pro_other': 924,
'mmlu_pro_economics': 844,
'mmlu_pro_health': 818,
'mmlu_pro_psychology': 798,
'mmlu_pro_business': 789,
'mmlu_pro_biology': 717,
'mmlu_pro_philosophy': 499,
'mmlu_pro_computer_science': 410,
'mmlu_pro_history': 381,
}
mmlu_pro_summary_groups.append({'name': 'mmlu_pro-weighted', 'subsets': _mmlu_pro_all, 'weights': _mmlu_pro_weights})
3 changes: 3 additions & 0 deletions ais_bench/benchmark/openicl/icl_inferencer/icl_bfcl_v3_inferencer.py
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Original file line number Diff line number Diff line change
Expand Up @@ -7,6 +7,8 @@
from aiohttp import ClientSession
from multiprocessing import BoundedSemaphore

from bfcl_eval.utils import make_json_serializable

from ais_bench.benchmark.openicl.icl_retriever import BaseRetriever
from ais_bench.benchmark.registry import MODELS
from ais_bench.benchmark.utils.prompt import PromptList
Expand Down Expand Up @@ -600,6 +602,7 @@ async def _inference_multi_turn(self, data: dict, finial_output: FunctionCallOut
await self.status_counter.case_finish()
if all_model_response:
finial_output.tool_calls = all_model_response
finial_output.inference_log = make_json_serializable(finial_output.inference_log)
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@gemini-code-assist gemini-code-assist bot Jan 20, 2026

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medium

There's a typo in the variable name finial_output. It should be final_output. This typo is present throughout the file, including in function signatures. Correcting this would improve code readability and maintainability.

await self.output_handler.report_cache_info(
index, prompt_list, finial_output, data_abbr
)
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