sdk_mtbench101_llm.py•1.23 kB
import os
from dingo.config import InputArgs
from dingo.exec import Executor
if __name__ == '__main__':
OPENAI_MODEL = 'deepseek-chat'
OPENAI_URL = 'https://api.deepseek.com/v1'
OPENAI_KEY = os.getenv("OPENAI_KEY")
input_data = {
"input_path": "../../test/data/test_mtbench101_jsonl.jsonl",
"dataset": {
"source": "local",
"format": "multi_turn_dialog",
"field": {
"id": "id",
"content": "history" # the column name of multi-turn dialogues, e.g.: history, dialogues
}
},
"executor": {
"prompt_list": ["PromptTextQualityV3"],
"result_save": {
"bad": True,
"good": True
},
"multi_turn_mode": "all"
},
"evaluator": {
"llm_config": {
"LLMTextQualityModelBase": {
"model": OPENAI_MODEL,
"key": OPENAI_KEY,
"api_url": OPENAI_URL,
}
}
}
}
input_args = InputArgs(**input_data)
executor = Executor.exec_map["local"](input_args)
result = executor.execute()
print(result)