13274243a0
Keep K3 suite selection and report-schema scoring in bash, merge K3/vision dataset_args into dpv4 yamls, and pin EvalScope at 735d920ee911 with local patches. Co-authored-by: Cursor <cursoragent@cursor.com>
75 lines
2.4 KiB
Python
75 lines
2.4 KiB
Python
# Copyright (c) Alibaba, Inc. and its affiliates.
|
|
from dotenv import dotenv_values
|
|
|
|
env = dotenv_values('.env')
|
|
|
|
import unittest
|
|
from unittest import TestCase
|
|
|
|
from evalscope.config import TaskConfig
|
|
from evalscope.constants import EvalType, JudgeStrategy
|
|
from evalscope.run import run_task
|
|
from evalscope.utils.logger import get_logger
|
|
|
|
logger = get_logger()
|
|
|
|
|
|
class TestBenchmark(TestCase):
|
|
"""Benchmark evaluation test cases."""
|
|
|
|
def setUp(self):
|
|
"""Setup common test configuration."""
|
|
self.base_config = {
|
|
'model': 'qwen-plus',
|
|
'api_url': 'https://dashscope.aliyuncs.com/compatible-mode/v1',
|
|
'api_key': env.get('DASHSCOPE_API_KEY'),
|
|
'eval_type': EvalType.OPENAI_API,
|
|
'eval_batch_size': 5,
|
|
'limit': 5,
|
|
'generation_config': {
|
|
'max_tokens': 4096,
|
|
'temperature': 0.0,
|
|
'seed': 42,
|
|
'parallel_tool_calls': True
|
|
},
|
|
'judge': {
|
|
'strategy': JudgeStrategy.AUTO,
|
|
'models': {
|
|
'model_id': 'qwen-plus',
|
|
'api_url': 'https://dashscope.aliyuncs.com/compatible-mode/v1',
|
|
'api_key': env.get('DASHSCOPE_API_KEY'),
|
|
'generation_config': {
|
|
'temperature': 0.0,
|
|
'max_tokens': 4096,
|
|
}
|
|
},
|
|
},
|
|
'debug': True,
|
|
}
|
|
|
|
def _run_dataset_test(self, dataset_name, dataset_args=None, use_mock=False, **config_overrides):
|
|
"""Helper method to run test for a specific dataset."""
|
|
config = self.base_config.copy()
|
|
config['datasets'] = [dataset_name]
|
|
|
|
if not env.get('DASHSCOPE_API_KEY'):
|
|
use_mock = True
|
|
logger.warning('DASHSCOPE_API_KEY is not set. Using mock evaluation.')
|
|
|
|
if use_mock:
|
|
config['eval_type'] = EvalType.MOCK_LLM
|
|
|
|
# 应用配置覆盖
|
|
config.update(config_overrides)
|
|
|
|
if dataset_args:
|
|
config['dataset_args'] = {dataset_name: dataset_args}
|
|
|
|
task_cfg = TaskConfig(**config)
|
|
run_task(task_cfg=task_cfg)
|
|
|
|
def _run_dataset_load_test(self, dataset_name, dataset_args=None, **config_overrides):
|
|
"""Helper method to test dataset loading."""
|
|
|
|
self._run_dataset_test(dataset_name, dataset_args, use_mock=True, limit=None, **config_overrides)
|