Question : How much time does the --config mini take with local vllm? #32
Description
I am trying to evaluate base Qwen3/Qwen-14B hosted locally with vllm.
Running config mini as the max context size of Qwen14b is not enough for full evaluation.
Its been running for an hour with barely 10-15 samples done. My question is how much time it should ideally take ? or am I doing something wrong here?
are command :
are-benchmark gaia2-run \
--hf-dataset meta-agents-research-environments/gaia2 \
--hf-split validation \
--provider local \
--endpoint http://0.0.0.0:4000/v1 \
--model qwen-14 \
--agent default \
--output_dir ./mini_out \
--config mini
sample output
- Emails__send_email: Acts on app Emails: Sends an email to the specified recipients.
Takes inputs: {'recipients': {'description': 'The recipients of the email.', 'type': 'any', 'default': None}, 'subject': {'description': 'The subject of the email.', 'type': 'string', 'default': ''}, 'content': {'description': 'The content of the email.', 'type': 'string', 'default': ''}, 'cc': {'description': 'The cc of the email.', 'type': 'any', 'default': None}, 'attachment_paths': {'description': 'The paths of the attachments to add to the email.', 'type': 'any', 'default': None}}
Returns an output of type: string
2026-02-04 09:59:06,920 - MainThread - INFO - httpx - [Scenario = scenario_universe_25_4v0rsg, Run = 1] HTTP Request: POST http://0.0.0.0:4000/v1/chat/completions "HTTP/1.1 200 OK"
2026-02-04 09:59:13,487 - MainThread - INFO - httpx - [Scenario = scenario_universe_27_d3lzqz, Run = 1] HTTP Request: POST http://0.0.0.0:4000/v1/chat/completions "HTTP/1.1 200 OK"
/usr/local/lib/python3.12/dist-packages/pydantic/main.py:464: UserWarning: Pydantic serializer warnings:
.2%, Prefix cache hit rate: 95.9%
(APIServer pid=12707) INFO: 127.0.0.1:57094 - "POST /v1/chat/completions HTTP/1.1" 200 OK
(APIServer pid=12707) INFO: 127.0.0.1:52492 - "POST /v1/chat/completions HTTP/1.1" 200 OK
(APIServer pid=12707) INFO: 127.0.0.1:38532 - "POST /v1/chat/completions HTTP/1.1" 200 OK
(APIServer pid=12707) INFO: 127.0.0.1:46906 - "POST /v1/chat/completions HTTP/1.1" 200 OK
(APIServer pid=12707) INFO: 127.0.0.1:46898 - "POST /v1/chat/completions HTTP/1.1" 200 OK
(APIServer pid=12707) INFO 02-04 09:58:09 [loggers.py:257] Engine 000: Avg prompt throughput: 6890.6 tokens/s, Avg generation throughput: 333.3 tokens/s, Running: 12 reqs, Waiting: 0 reqs, GPU KV cache usage: 16.7%, Prefix cache hit rate: 96.0%
(APIServer pid=12707) INFO: 127.0.0.1:46906 - "POST /v1/chat/completions HTTP/1.1" 200 OK
(APIServer pid=12707) INFO: 127.0.0.1:57094 - "POST /v1/chat/completions HTTP/1.1" 200 OK
(APIServer pid=12707) INFO 02-04 09:58:19 [loggers.py:257] Engine 000: Avg prompt throughput: 2790.1 tokens/s, Avg generation throughput: 342.6 tokens/s, Running: 12 reqs, Waiting: 0 reqs, GPU KV cache usage: 18Action:
{
"action": "AgentUserInterface__send_message_to_user",
"action_input": {
"content": "I have completed the cab order, flower purchases, and loot bag order. However, I noticed an event scheduled for 9:00 AM today titled 'Photoshoot'. Are you certain this is the event you want to delete, or should I look for a 10:00 AM event?"
}
}
</think>
- please provide only one thought and one action
2026-02-04 09:59:56,893 - MainThread - INFO - httpx - [Scenario = scenario_universe_27_d3lzqz, Run = 1] HTTP Request: POST http://0.0.0.0:4000/v1/chat/completions "HTTP/1.1 200 OK"
2026-02-04 09:59:56,896 - MainThread - WARNING - are.simulation.agents.default_agent.are_simulation_main - [Scenario = scenario_universe_27_d3lzqz, Run = 1] Max iterations reached - Stopping Agent: 1
2026-02-04 09:59:56,897 - MainThread - INFO - are.simulation.scenario_runner - [Scenario = scenario_universe_27_d3lzqz, Run = 1] Agent Output None
2026-02-04 09:59:56,897 - MainThread - INFO - are.simulation.scenario_runner - [Scenario = scenario_universe_27_d3lzqz, Run = 1] Validating...
2026-02-04 09:59:56,898 - MainThread - INFO - are.simulation.scenario_runner - [Scenario = scenario_universe_27_d3lzqz, Run = 1] Validation ScenarioValidationResult(success=False, exception=None, export_path=None, rationale="Failure: \nAgent and oracle counters do not match for the following tools:\n- Tool 'Contacts__delete_contact': Agent count 0, Oracle count 6", duration=None) EnvState=EnvironmentState.RUNNING
2026-02-04 09:59:58,413 - MainThread - INFO - are.simulation.scenario_runner - [Scenario = scenario_universe_27_d3lzqz, Run = 1] Trace exported to ./mini_out/standard/ambiguity/hf/scenario_universe_27_d3lzqz_run_1_fd80aa3c.json
2026-02-04 09:59:58,413 - MainThread - INFO - are.simulation.scenario_runner - [Scenario = scenario_universe_27_d3lzqz, Run = 1] ❌ Result: ScenarioValidationResult(success=False, exception=None, export_path='./mini_out/standard/ambiguity/hf/scenario_universe_27_d3lzqz_run_1_fd80aa3c.json', rationale="Failure: \nAgent and oracle counters do not match for the following tools:\n- Tool 'Contacts__delete_contact': Agent count 0, Oracle count 6", duration=None)
2026-02-04 09:59:58,746 - MainThread - INFO - httpx - [Scenario = scenario_universe_25_4v0rsg, Run = 3] HTTP Request: POST http://0.0.0.0:4000/v1/chat/completions "HTTP/1.1 200 OK"
2026-02-04 09:59:59,911 - MainThread - INFO - httpx - HTTP Request: GET https://raw.githubusercontent.com/BerriAI/litellm/main/model_prices_and_context_window.json "HTTP/1.1 200 OK"24:56, 26.62s/it, Success=0.0%]
2026-02-04 10:00:02,893 - MainThread - WARNING - are.simulation.scenarios.scenario_imported_from_json.utils - Scenario duration overridden to 1800 instead of 1000.0 seconds
2026-02-04 10:00:03,386 - MainThread - INFO - httpx - [Scenario = scenario_universe_21_4hfih3, Run = 1] HTTP Request: POST http://0.0.0.0:4000/v1/chat/completions "HTTP/1.1 200 OK"
2026-02-04 10:00:03,388 - MainThread - WARNING - are.simulation.agents.default_agent.are_simulation_main - [Scenario = scenario_universe_21_4hfih3, Run = 1] Max iterations reached - Stopping Agent: 1
2026-02-04 10:00:03,389 - MainThread - INFO - are.simulation.scenario_runner - [Scenario = scenario_universe_21_4hfih3, Run = 1] Agent Output None
2026-02-04 10:00:03,390 - MainThread - INFO - are.simulation.scenario_runner - [Scenario = scenario_universe_21_4hfih3, Run = 1] Validating...
2026-02-04 10:00:03,390 - MainThread - INFO - are.simulation.scenario_runner - [Scenario = scenario_universe_21_4hfih3, Run = 1] Validation ScenarioValidationResult(success=False, exception=None, export_path=None, rationale="Failure: \nAgent and oracle counters do not match for the following tools:\n- Tool 'Shopping__add_to_cart': Agent count 0, Oracle count 3\n- Tool 'Shopping__checkout': Agent count 0, Oracle count 1", duration=None) EnvState=EnvironmentState.RUNNING
2026-02-04 10:00:03,453 - MainThread - INFO - are.simulation.scenario_runner - [Scenario = scenario_universe_21_4hfih3, Run = 1] Trace exported to ./mini_out/standard/ambiguity/hf/scenario_universe_21_4hfih3_run_1_fd80aa3c.json
2026-02-04 10:00:03,453 - MainThread - INFO - are.simulation.scenario_runner - [Scenario = scenario_universe_21_4hfih3, Run = 1] ❌ Result: ScenarioValidationResult(success=False, exception=None, export_path='./mini_out/standard/ambiguity/hf/scenario_universe_21_4hfih3_run_1_fd80aa3c.json', rationale="Failure: \nAgent and oracle counters do not match for the following tools:\n- Tool 'Shopping__add_to_cart': Agent count 0, Oracle count 3\n- Tool 'Shopping__checkout': Agent count 0, Oracle count 1", duration=None)
2026-02-04 10:00:03,930 - MainThread - INFO - httpx - [Scenario = scenario_universe_27_d3lzqz, Run = 2] HTTP Request: POST http://0.0.0.0:4000/v1/chat/completions "HTTP/1.1 200 OK":34:44, 20.14s/it, Success=0.0%]
/usr/local/lib/python3.12/dist-packages/pydantic/main.py:464: UserWarning: Pydantic serializer warnings:
PydanticSerializationUnexpectedValue(Expected 9 fields but got 5: Expected `Message` - serialized value may not be as expected [field_name='choices', input_value=Message(content='<think>\...one, 'reasoning': None}), input_type=Message])
PydanticSerializationUnexpectedValue(Expected `StreamingChoices` - serialized value may not be as expected [field_name='choices', input_value=Choices(finish_reason='st...ne, 'reasoning': None})), input_type=Choices])
return self.__pydantic_serializer__.to_python(
2026-02-04 10:00:06,386 - MainThread - INFO - httpx - HTTP Request: GET https://raw.githubusercontent.com/BerriAI/litellm/main/model_prices_and_context_window.json "HTTP/1.1 200 OK"
2026-02-04 10:00:06,886 - MainThread - INFO - are.simulation.scenarios.scenario_imported_from_json.utils - [scenario_universe_26_37dcq3]: Initializing turns with judge trigger condition
2026-02-04 10:00:06,886 - MainThread - INFO - are.simulation.scenarios.scenario_imported_from_json.utils - [scenario_universe_26_37dcq3]: Validation mode online
2026-02-04 10:00:06,886 - MainThread - INFO - are.simulation.scenarios.scenario_imported_from_json.utils - [scenario_universe_26_37dcq3]: Scenario has 1 turns
2026-02-04 10:00:06,890 - MainThread - INFO - are.simulation.scenario_runner - [Scenario = scenario_universe_26_37dcq3, Run = 3] Running with Agent default
2026-02-04 10:00:06,926 - MainThread - WARNING - are.simulation.agents.default_agent.are_simulation_main - [Scenario = scenario_universe_26_37dcq3, Run = 3] Setting wait_for_user_response to False in AgentUserInterface
2026-02-04 10:00:06,926 - MainThread - WARNING - are.simulation.agents.default_agent.are_simulation_main - [Scenario = scenario_universe_26_37dcq3, Run = 3] Removing tools {'AgentUserInterface__get_last_message_from_agent', 'AgentUserInterface__get_last_message_from_user', 'AgentUserInterface__get_all_messages', 'AgentUserInterface__get_last_unread_messages'} from app_tools
2026-02-04 10:00:06,927 - MainThread - WARNING - are.simulation.agents.default_agent.are_simulation_main - [Scenario = scenario_universe_26_37dcq3, Run = 3] Setting agent max_turns to 1
2026-02-04 10:00:07,892 - MainThread - WARNING - are.simulation.scenarios.scenario_imported_from_json.utils - Scenario duration overridden to 1800 instead of 1000.0 seconds
2026-02-04 10:00:11,801 - MainThread - INFO - httpx - [Scenario = scenario_universe_26_37dcq3, Run = 1] HTTP Request: POST http://0.0.0.0:4000/v1/chat/completions "HTTP/1.1 200 OK"
2026-02-04 10:00:11,807 - MainThread - INFO - are.simulation.scenarios.scenario_imported_from_json.utils - [scenario_universe_21_isnnos]: Initializing turns with judge trigger condition
2026-02-04 10:00:11,807 - MainThread - INFO - are.simulation.scenarios.scenario_imported_from_json.utils - [scenario_universe_21_isnnos]: Validation mode online
2026-02-04 10:00:11,807 - MainThread - INFO - are.simulation.scenarios.scenario_imported_from_json.utils - [scenario_universe_21_isnnos]: Scenario has 1 turns
2026-02-04 10:00:11,811 - MainThread - INFO - are.simulation.scenario_runner - [Scenario = scenario_universe_21_isnnos, Run = 1] Running with Agent default
/usr/local/lib/python3.12/dist-packages/pydantic/main.py:464: UserWarning: Pydantic serializer warnings:
PydanticSerializationUnexpectedValue(Expected 9 fields but got 5: Expected `Message` - serialized value may not be as expected [field_name='choices', input_value=Message(content='<think>\...one, 'reasoning': None}), input_type=Message])
PydanticSerializationUnexpectedValue(Expected `StreamingChoices` - serialized value may not be as expected [field_name='choices', input_value=Choices(finish_reason='st...ne, 'reasoning': None})), input_type=Choices])
return self.__pydantic_serializer__.to_python(
2026-02-04 10:00:11,847 - MainThread - WARNING - are.simulation.agents.default_agent.are_simulation_main - [Scenario = scenario_universe_21_isnnos, Run = 1] Setting wait_for_user_response to False in AgentUserInterface
2026-02-04 10:00:11,848 - MainThread - WARNING - are.simulation.agents.default_agent.are_simulation_main - [Scenario = scenario_universe_21_isnnos, Run = 1] Removing tools {'AgentUserInterface__get_last_message_from_agent', 'AgentUserInterface__get_last_message_from_user', 'AgentUserInterface__get_all_messages', 'AgentUserInterface__get_last_unread_messages'} from app_tools
2026-02-04 10:00:11,848 - MainThread - WARNING - are.simulation.agents.default_agent.are_simulation_main - [Scenario = scenario_universe_21_isnnos, Run = 1] Setting agent max_turns to 1
2026-02-04 10:00:14,479 - MainThread - INFO - httpx - [Scenario = scenario_universe_25_4v0rsg, Run = 3] HTTP Request: POST http://0.0.0.0:4000/v1/chat/completions "HTTP/1.1 200 OK"
2026-02-04 10:00:25,442 - MainThread - INFO - httpx - [Scenario = scenario_universe_27_d3lzqz, Run = 3] HTTP Request: POST http://0.0.0.0:4000/v1/chat/completions "HTTP/1.1 200 OK"
/usr/local/lib/python3.12/dist-packages/pydantic/main.py:464: UserWarning: Pydantic serializer warnings:
PydanticSerializationUnexpectedValue(Expected 9 fields but got 5: Expected `Message` - serialized value may not be as expected [field_name='choices', input_value=Message(content='<think>\...one, 'reasoning': None}), input_type=Message])
PydanticSerializationUnexpectedValue(Expected `StreamingChoices` - serialized value may not be as expected [field_name='choices', input_value=Choices(finish_reason='st...ne, 'reasoning': None})), input_type=Choices])
return self.__pydantic_serializer__.to_python(
2026-02-04 10:00:29,525 - MainThread - INFO - httpx - [Scenario = scenario_universe_25_4v0rsg, Run = 2] HTTP Request: POST http://0.0.0.0:4000/v1/chat/completions "HTTP/1.1 200 OK"
2026-02-04 10:00:31,799 - MainThread - INFO - httpx - [Scenario = scenario_universe_21_4hfih3, Run = 2] HTTP Request: POST http://0.0.0.0:4000/v1/chat/completions "HTTP/1.1 200 OK"
2026-02-04 10:00:31,845 - MainThread - INFO - httpx - [Scenario = scenario_universe_25_4v0rsg, Run = 3] HTTP Request: POST http://0.0.0.0:4000/v1/chat/completions "HTTP/1.1 200 OK"
2026-02-04 10:00:36,671 - MainThread - INFO - httpx - [Scenario = scenario_universe_25_4v0rsg, Run = 1] HTTP Request: POST http://0.0.0.0:4000/v1/chat/completions "HTTP/1.1 200 OK"
2026-02-04 10:00:46,217 - MainThread - INFO - httpx - [Scenario = scenario_universe_27_d3lzqz, Run = 3] HTTP Request: POST http://0.0.0.0:4000/v1/chat/completions "HTTP/1.1 200 OK"
2026-02-04 10:00:46,742 - MainThread - INFO - httpx - [Scenario = scenario_universe_25_4v0rsg, Run = 3] HTTP Request: POST http://0.0.0.0:4000/v1/chat/completions "HTTP/1.1 200 OK"
2026-02-04 10:00:50,992 - MainThread - INFO - httpx - [Scenario = scenario_universe_26_37dcq3, Run = 2] HTTP Request: POST http://0.0.0.0:4000/v1/chat/completions "HTTP/1.1 200 OK"
/usr/local/lib/python3.12/dist-packages/pydantic/main.py:464: UserWarning: Pydantic serializer warnings:
PydanticSerializationUnexpectedValue(Expected 9 fields but got 5: Expected `Message` - serialized value may not be as expected [field_name='choices', input_value=Message(content='<think>\...one, 'reasoning': None}), input_type=Message])
PydanticSerializationUnexpectedValue(Expected `StreamingChoices` - serialized value may not be as expected [field_name='choices', input_value=Choices(finish_reason='st...ne, 'reasoning': None})), input_type=Choices])
return self.__pydantic_serializer__.to_python(
2026-02-04 10:00:51,954 - MainThread - INFO - httpx - [Scenario = scenario_universe_25_4v0rsg, Run = 2] HTTP Request: POST http://0.0.0.0:4000/v1/chat/completions "HTTP/1.1 200 OK"
2026-02-04 10:00:53,233 - MainThread - INFO - httpx - [Scenario = scenario_universe_25_4v0rsg, Run = 1] HTTP Request: POST http://0.0.0.0:4000/v1/chat/completions "HTTP/1.1 200 OK"
2026-02-04 10:00:53,235 - MainThread - WARNING - are.simulation.agents.default_agent.are_simulation_main - [Scenario = scenario_universe_25_4v0rsg, Run = 1] Max iterations reached - Stopping Agent: 1
2026-02-04 10:00:53,236 - MainThread - INFO - are.simulation.scenario_runner - [Scenario = scenario_universe_25_4v0rsg, Run = 1] Agent Output None
2026-02-04 10:00:53,237 - MainThread - INFO - are.simulation.scenario_runner - [Scenario = scenario_universe_25_4v0rsg, Run = 1] Validating...
2026-02-04 10:00:53,237 - MainThread - INFO - are.simulation.scenario_runner - [Scenario = scenario_universe_25_4v0rsg, Run = 1] Validation ScenarioValidationResult(success=False, exception=None, export_path=None, rationale="Failure: \nAgent and oracle counters do not match for the following tools:\n- Tool 'EmailClientV2__send_email': Agent count 2, Oracle count 0\n- Tool 'RentAFlat__save_apartment': Agent count 1, Oracle count 3", duration=None) EnvState=EnvironmentState.RUNNING
2026-02-04 10:00:53,294 - MainThread - INFO - are.simulation.scenario_runner - [Scenario = scenario_universe_25_4v0rsg, Run = 1] Trace exported to ./mini_out/standard/ambiguity/hf/scenario_universe_25_4v0rsg_run_1_fd80aa3c.json
2026-02-04 10:00:53,295 - MainThread - INFO - are.simulation.scenario_runner - [Scenario = scenario_universe_25_4v0rsg, Run = 1] ❌ Result: ScenarioValidationResult(success=False, exception=None, export_path='./mini_out/standard/ambiguity/hf/scenario_universe_25_4v0rsg_run_1_fd80aa3c.json', rationale="Failure: \nAgent and oracle counters do not match for the following tools:\n- Tool 'EmailClientV2__send_email': Agent count 2, Oracle count 0\n- Tool 'RentAFlat__save_apartment': Agent count 1, Oracle count 3", duration=None)
2026-02-04 10:00:56,179 - MainThread - INFO - httpx - HTTP Request: GET https://raw.githubusercontent.com/BerriAI/litellm/main/model_prices_and_context_window.json "HTTP/1.1 200 OK"42:40, 29.05s/it, Success=0.0%]
2026-02-04 10:00:57,725 - MainThread - WARNING - are.simulation.scenarios.scenario_imported_from_json.utils - Scenario duration overridden to 1800 instead of 1000.0 seconds
2026-02-04 10:00:59,924 - MainThread - INFO - httpx - [Scenario = scenario_universe_25_1zr9lt, Run = 2] HTTP Request: POST http://0.0.0.0:4000/v1/chat/completions "HTTP/1.1 200 OK"
2026-02-04 10:01:00,297 - MainThread - INFO - httpx - [Scenario = scenario_universe_26_37dcq3, Run = 3] HTTP Request: POST http://0.0.0.0:4000/v1/chat/completions "HTTP/1.1 200 OK"
/usr/local/lib/python3.12/dist-packages/pydantic/main.py:464: UserWarning: Pydantic serializer warnings:
PydanticSerializationUnexpectedValue(Expected 9 fields but got 5: Expected `Message` - serialized value may not be as expected [field_name='choices', input_value=Message(content='<think>\...one, 'reasoning': None}), input_type=Message])
PydanticSerializationUnexpectedValue(Expected `StreamingChoices` - serialized value may not be as expected [field_name='choices', input_value=Choices(finish_reason='st...ne, 'reasoning': None})), input_type=Choices])
return self.__pydantic_serializer__.to_python(
2026-02-04 10:01:01,638 - MainThread - INFO - are.simulation.scenarios.scenario_imported_from_json.utils - [scenario_universe_21_isnnos]: Initializing turns with judge trigger condition
2026-02-04 10:01:01,638 - MainThread - INFO - are.simulation.scenarios.scenario_imported_from_json.utils - [scenario_universe_21_isnnos]: Validation mode online
2026-02-04 10:01:01,638 - MainThread - INFO - are.simulation.scenarios.scenario_imported_from_json.utils - [scenario_universe_21_isnnos]: Scenario has 1 turns
2026-02-04 10:01:01,642 - MainThread - INFO - are.simulation.scenario_runner - [Scenario = scenario_universe_21_isnnos, Run = 2] Running with Agent default
2026-02-04 10:01:01,679 - MainThread - WARNING - are.simulation.agents.default_agent.are_simulation_main - [Scenario = scenario_universe_21_isnnos, Run = 2] Setting wait_for_user_response to False in AgentUserInterface
2026-02-04 10:01:01,679 - MainThread - WARNING - are.simulation.agents.default_agent.are_simulation_main - [Scenario = scenario_universe_21_isnnos, Run = 2] Removing tools {'AgentUserInterface__get_last_message_from_agent', 'AgentUserInterface__get_last_message_from_user', 'AgentUserInterface__get_all_messages', 'AgentUserInterface__get_last_unread_messages'} from app_tools
2026-02-04 10:01:01,680 - MainThread - WARNING - are.simulation.agents.default_agent.are_simulation_main - [Scenario = scenario_universe_21_isnnos, Run = 2] Setting agent max_turns to 1
2026-02-04 10:01:03,062 - MainThread - INFO - httpx - [Scenario = scenario_universe_21_isnnos, Run = 1] HTTP Request: POST http://0.0.0.0:4000/v1/chat/completions "HTTP/1.1 200 OK"
/usr/local/lib/python3.12/dist-packages/pydantic/main.py:464: UserWarning: Pydantic serializer warnings:
PydanticSerializationUnexpectedValue(Expected 9 fields but got 5: Expected `Message` - serialized value may not be as expected [field_name='choices', input_value=Message(content='<think>\...one, 'reasoning': None}), input_type=Message])
PydanticSerializationUnexpectedValue(Expected `StreamingChoices` - serialized value may not be as expected [field_name='choices', input_value=Choices(finish_reason='st...ne, 'reasoning': None})), input_type=Choices])
return self.__pydantic_serializer__.to_python(
2026-02-04 10:01:04,844 - MainThread - INFO - httpx - [Scenario = scenario_universe_25_4v0rsg, Run = 3] HTTP Request: POST http://0.0.0.0:4000/v1/chat/completions "HTTP/1.1 200 OK"
2026-02-04 10:01:06,362 - MainThread - INFO - httpx - [Scenario = scenario_universe_25_4v0rsg, Run = 2] HTTP Request: POST http://0.0.0.0:4000/v1/chat/completions "HTTP/1.1 200 OK"
2026-02-04 10:01:07,793 - MainThread - INFO - httpx - [Scenario = scenario_universe_25_1zr9lt, Run = 1] HTTP Request: POST http://0.0.0.0:4000/v1/chat/completions "HTTP/1.1 200 OK"
2
vllm command :
CUDA_VISIBLE_DEVICES=0 \
vllm serve Qwen/Qwen3-14B \
--served-model-name qwen-14 \
--dtype bfloat16 \
--gpu-memory-utilization 0.9 \
--port 4000
sample output:
2026-02-04 10:01:43,681 - MainThread - INFO - httpx - [Scenario = scenario_universe_21_isnnos, Run = 2] HTTP Request: POST http://0.0.0.0:4000/v1/chat/completions "HTTP/1.1 200 OK"
/usr/local/lib/python3.12/dist-packages/pydantic/main.py:464: UserWarning: Pydantic serializer warnings:
PydanticSerializationUnexpectedValue(Expected 9 fields but got 5: Expected `Message` - serialized value may not be as expected [field_name='choices', input_value=Message(content='<think>\...one, 'reasoning': None}), input_type=Message])
PydanticSerializationUnexpectedValue(Expected `StreamingChoices` - serialized value may not be as expected [field_name='choices', input_value=Choices(finish_reason='st...ne, 'reasoning': None})), input_type=Choices])
return self.__pydantic_serializer__.to_python(
2026-02-04 10:01:48,762 - MainThread - INFO - httpx - [Scenario = scenario_universe_25_1zr9lt, Run = 2] HTTP Request: POST http://0.0.0.0:4000/v1/chat/completions "HTTP/1.1 200 OK"
2026-02-04 10:01:49,669 - MainThread - INFO - httpx - [Scenario = scenario_universe_26_37dcq3, Run = 3] HTTP Request: POST http://0.0.0.0:4000/v1/chat/completions "HTTP/1.1 200 OK"
2026-02-04 10:01:49,671 - MainThread - ERROR - are.simulation.agents.default_agent.base_agent - [Scenario = scenario_universe_26_37dcq3, Run = 3] Error while extracting action: Found multiple actions in output <think>
Okay, let's break this down. The user wants to respond to an email about a film festival in the Bronx. They mentioned they'll be in New York this Friday and want to accept the invitation. Also, they need their schedule cleared for Friday and a 2-hour slot scheduled with the invite sender, just in case they attend the festival. Plus, they want to check with the user if unsure.
First, I found the email using the search. The sender is Kåre Jensen, and the email is about the film festival. Now, I need to reply to this email. The user wants to confirm attendance, so the reply should be positive. Then, I need to check the user's calendar for Friday. Wait, the current date is October 15, 2024, and the user mentioned "this Friday." Let me check what date that is. October 15 is a Monday (since today's date in the environment is 2024-10-15 07:00:00). Wait, no, the current date in the environment is 2024-10-15, which is a Tuesday. Wait, the user's message says "this Friday" from the current date. Let me confirm the days. If today is Tuesday, October 15, then this Friday would be October 18. So I need to check the user's calendar for October 18.
Next, I need to schedule a 2-hour event on that day with the user and Kåre Jensen as attendees. But the user hasn't specified a time, so I should ask for confirmation. However, the user's instruction says to check with them if unsure. But the task says to schedule the time slot "just in case we end up attending." So maybe the user wants to block the time regardless of confirmation? Wait, the user's message says "Check with me if you are unsure about anything, I don't want you to make assumptions." So if the time isn't specified, I can't assume. Therefore, I need to ask the user to confirm the time for the 2-hour slot on Friday.
But the task also says to "clear my schedule for this Friday and schedule a 2-hour time slot that day with me and the invite sender as attendees." The wording here is a bit conflicting. It says to clear the schedule but also schedule a specific time. Maybe the user wants to block a 2-hour window on Friday for the festival, but without a specific time, I can't do that. So I need to ask the user to confirm the time for the event.
So the steps are:
1. Reply to the email accepting the invitation.
2. Ask the user to confirm the time for the 2-hour event on Friday.
3. Once the time is confirmed, add the event to the calendar with the user and Kåre as attendees.
But the user's instruction says to check with them if unsure. Since the time isn't specified, I should ask for the time. However, the initial task might require me to proceed as much as possible. Wait, the user's message says "Check with me if you are unsure about anything, I don't want you to make assumptions." So if the time isn't specified, I can't assume, so I need to ask for the time. Therefore, the next step is to send a reply to the email confirming attendance and then ask the user to confirm the time for the event. Alternatively, maybe the user expects the assistant to schedule the event once the reply is sent, but without a time, that's not possible. So the correct approach is to first reply to the email, then prompt the user for the time to schedule the event.
</think>
Thought: I need to reply to Kåre Jensen's email confirming attendance and then check with the user to confirm the time for the 2-hour event on Friday. Since the user hasn't specified a time, I shouldn't assume.
Action:
{
"action": "Emails__reply_to_email",
"action_input": {
"email_id": "abd972780f84478cb34ffaf9cbdd1135",
"content": "Hi Kåre,\n\nThank you for the invitation! I'll be in New York this Friday and would love to join you for the Film Festival in the Bronx. Could you please confirm the time for a 2-hour slot on Friday so I can block it in my calendar? I want to make sure we have time to attend the festival and discuss the films.\n\nLooking forward to it!\nÅse"
}
}
</think>
Thought: After replying to the email, I need to ask the user to confirm the time for the 2-hour event on Friday. Since the user hasn't provided a specific time, I cannot schedule the event without their input.
Action:
{
"action": "AgentUserInterface__send_message_to_user",
"action_input": {
"content": "I've replied to Kåre Jensen's email confirming my attendance at the Film Festival in the Bronx. Could you please confirm the time for a 2-hour slot on Friday so I can schedule it in your calendar?"
}
}
</think>
- please provide only one thought and one action
2026-02-04 10:01:49,672 - MainThread - WARNING - are.simulation.agents.default_agent.base_agent - [Scenario = scenario_universe_26_37dcq3, Run = 3] Agent Error: Found multiple actions in output <think>
Okay, let's break this down. The user wants to respond to an email about a film festival in the Bronx. They mentioned they'll be in New York this Friday and want to accept the invitation. Also, they need their schedule cleared for Friday and a 2-hour slot scheduled with the invite sender, just in case they attend the festival. Plus, they want to check with the user if unsure.
First, I found the email using the search. The sender is Kåre Jensen, and the email is about the film festival. Now, I need to reply to this email. The user wants to confirm attendance, so the reply should be positive. Then, I need to check the user's calendar for Friday. Wait, the current date is October 15, 2024, and the user mentioned "this Friday." Let me check what date that is. October 15 is a Monday (since today's date in the environment is 2024-10-15 07:00:00). Wait, no, the current date in the environment is 2024-10-15, which is a Tuesday. Wait, the user's message says "this Friday" from the current date. Let me confirm the days. If today is Tuesday, October 15, then this Friday would be October 18. So I need to check the user's calendar for October 18.
Next, I need to schedule a 2-hour event on that day with the user and Kåre Jensen as attendees. But the user hasn't specified a time, so I should ask for confirmation. However, the user's instruction says to check with them if unsure. But the task says to schedule the time slot "just in case we end up attending." So maybe the user wants to block the time regardless of confirmation? Wait, the user's message says "Check with me if you are unsure about anything, I don't want you to make assumptions." So if the time isn't specified, I can't assume. Therefore, I need to ask the user to confirm the time for the 2-hour slot on Friday.
But the task also says to "clear my schedule for this Friday and schedule a 2-hour time slot that day with me and the invite sender as attendees." The wording here is a bit conflicting. It says to clear the schedule but also schedule a specific time. Maybe the user wants to block a 2-hour window on Friday for the festival, but without a specific time, I can't do that. So I need to ask the user to confirm the time for the event.
So the steps are:
1. Reply to the email accepting the invitation.
2. Ask the user to confirm the time for the 2-hour event on Friday.
3. Once the time is confirmed, add the event to the calendar with the user and Kåre as attendees.
But the user's instruction says to check with them if unsure. Since the time isn't specified, I should ask for the time. However, the initial task might require me to proceed as much as possible. Wait, the user's message says "Check with me if you are unsure about anything, I don't want you to make assumptions." So if the time isn't specified, I can't assume, so I need to ask for the time. Therefore, the next step is to send a reply to the email confirming attendance and then ask the user to confirm the time for the event. Alternatively, maybe the user expects the assistant to schedule the event once the reply is sent, but without a time, that's not possible. So the correct approach is to first reply to the email, then prompt the user for the time to schedule the event.
</think>
Thought: I need to reply to Kåre Jensen's email confirming attendance and then check with the user to confirm the time for the 2-hour event on Friday. Since the user hasn't specified a time, I shouldn't assume.
Action:
{
"action": "Emails__reply_to_email",
"action_input": {
"email_id": "abd972780f84478cb34ffaf9cbdd1135",
"content": "Hi Kåre,\n\nThank you for the invitation! I'll be in New York this Friday and would love to join you for the Film Festival in the Bronx. Could you please confirm the time for a 2-hour slot on Friday so I can block it in my calendar? I want to make sure we have time to attend the festival and discuss the films.\n\nLooking forward to it!\nÅse"
}
}
</think>
Thought: After replying to the email, I need to ask the user to confirm the time for the 2-hour event on Friday. Since the user hasn't provided a specific time, I cannot schedule the event without their input.
Action:
{
"action": "AgentUserInterface__send_message_to_user",
"action_input": {
"content": "I've replied to Kåre Jensen's email confirming my attendance at the Film Festival in the Bronx. Could you please confirm the time for a 2-hour slot on Friday so I can schedule it in your calendar?"
}
}
</think>
- please provide only one thought and one action
2026-02-04 10:01:51,639 - MainThread - INFO - httpx - [Scenario = scenario_universe_21_4hfih3, Run = 2] HTTP Request: POST http://0.0.0.0:4000/v1/chat/completions "HTTP/1.1 200 OK"
2026-02-04 10:01:51,642 - MainThread - WARNING - are.simulation.agents.default_agent.are_simulation_main - [Scenario = scenario_universe_21_4hfih3, Run = 2] Max iterations reached - Stopping Agent: 1
2026-02-04 10:01:51,643 - MainThread - INFO - are.simulation.scenario_runner - [Scenario = scenario_universe_21_4hfih3, Run = 2] Agent Output None
2026-02-04 10:01:51,643 - MainThread - INFO - are.simulation.scenario_runner - [Scenario = scenario_universe_21_4hfih3, Run = 2] Validating...
2026-02-04 10:01:51,644 - MainThread - INFO - are.simulation.scenario_runner - [Scenario = scenario_universe_21_4hfih3, Run = 2] Validation ScenarioValidationResult(success=False, exception=None, export_path=None, rationale="Failure: \nAgent and oracle counters do not match for the following tools:\n- Tool 'Shopping__add_to_cart': Agent count 0, Oracle count 3\n- Tool 'Shopping__checkout': Agent count 0, Oracle count 1(APIServer pid=12707) INFO 02-04 10:00:19 [loggers.py:257] Engine 000: Avg prompt throughput: 9025.5 tokens/s, Avg generation throughput: 225.3 tokens/s, Running: 12 reqs, Waiting: 0 reqs, GPU KV cache usage: 22.1%, Prefix cache hit rate: 94.6%
(APIServer pid=12707) INFO: 127.0.0.1:58336 - "POST /v1/chat/completions HTTP/1.1" 200 OK
(APIServer pid=12707) INFO 02-04 10:00:29 [loggers.py:257] Engine 000: Avg prompt throughput: 1237.8 tokens/s, Avg generation throughput: 260.1 tokens/s, Running: 12 reqs, Waiting: 0 reqs, GPU KV cache usage: 22.2%, Prefix cache hit rate: 94.6%
(APIServer pid=12707) INFO: 127.0.0.1:46898 - "POST /v1/chat/completions HTTP/1.1" 200 OK
(APIServer pid=12707) INFO: 127.0.0.1:42510 - "POST /v1/chat/completions HTTP/1.1" 200 OK
(APIServer pid=12707) INFO: 127.0.0.1:46906 - "POST /v1/chat/completions HTTP/1.1" 200 OK
(APIServer pid=12707) INFO: 127.0.0.1:46378 - "POST /v1/chat/completions HTTP/1.1" 200 OK
(APIServer pid=12707) INFO 02-04 10:00:39 [loggers.py:257] Engine 000: Avg prompt throughput: 6093.8 tokens/s, Avg generation throughput: 250.8 tokens/s, Running: 12 reqs, Waiting: 0 reqs, GPU KV cache usage: 22.6%, Prefix cache hit rate: 94.7%
(APIServer pid=12707) INFO: 127.0.0.1:58336 - "POST /v1/chat/completions HTTP/1.1" 200 OK
(APIServer pid=12707) INFO: 127.0.0.1:46906 - "POST /v1/chat/completions HTTP/1.1" 200 OK
(APIServer pid=12707) INFO 02-04 10:00:49 [loggers.py:257] Engine 000: Avg prompt throughput: 2745.3 tokens/s, Avg generation throughput: 258.6 tokens/s, Running: 12 reqs, Waiting: 0 reqs, GPU KV cache usage: 23.5%, Prefix cache hit rate: 94.7%
(APIServer pid=12707) INFO: 127.0.0.1:50644 - "POST /v1/chat/completions HTTP/1.1" 200 OK
(APIServer pid=12707) INFO: 127.0.0.1:46898 - "POST /v1/chat/completions HTTP/1.1" 200 OK
(APIServer pid=12707) INFO: 127.0.0.1:46378 - "POST /v1/chat/completions HTTP/1.1" 200 OK
(APIServer pid=12707) INFO 02-04 10:00:59 [loggers.py:257] Engine 000: Avg prompt throughput: 2730.7 tokens/s, Avg generation throughput: 261.2 tokens/s, Running: 11 reqs, Waiting: 0 reqs, GPU KV cache usage: 23.1%, Prefix cache hit rate: 94.7%
(APIServer pid=12707) INFO: 127.0.0.1:45476 - "POST /v1/chat/completions HTTP/1.1" 200 OK
(APIServer pid=12707) INFO: 127.0.0.1:47200 - "POST /v1/chat/completions HTTP/1.1" 200 OK
(APIServer pid=12707) INFO: 127.0.0.1:46582 - "POST /v1/chat/completions HTTP/1.1" 200 OK
(APIServer pid=12707) INFO: 127.0.0.1:46906 - "POST /v1/chat/completions HTTP/1.1" 200 OK
(APIServer pid=12707) INFO: 127.0.0.1:46898 - "POST /v1/chat/completions HTTP/1.1" 200 OK
(APIServer pid=12707) INFO: 127.0.0.1:45468 - "POST /v1/chat/completions HTTP/1.1" 200 OK
(APIServer pid=12707) INFO 02-04 10:01:09 [loggers.py:257] Engine 000: Avg prompt throughput: 9629.4 tokens/s, Avg generation throughput: 253.2 tokens/s, Running: 12 reqs, Waiting: 0 reqs, GPU KV cache usage: 22.1%, Prefix cache hit rate: 94.8%
(APIServer pid=12707) INFO: 127.0.0.1:50634 - "POST /v1/chat/completions HTTP/1.1" 200 OK
(APIServer pid=12707) INFO 02-04 10:01:19 [loggers.py:257] Engine 000: Avg prompt throughput: 1289.6 tokens/s, Avg generation throughput: 262.5 tokens/s, Running: 12 reqs, Waiting: 0 reqs, GPU KV cache usage: 22.6%, Prefix cache hit rate: 94.8%
(APIServer pid=12707) INFO: 127.0.0.1:46906 - "POST /v1/chat/completions HTTP/1.1" 200 OK
(APIServer pid=12707) INFO: 127.0.0.1:46898 - "POST /v1/chat/completions HTTP/1.1" 200 OK
(APIServer pid=12707) INFO: 127.0.0.1:58320 - "POST /v1/chat/completions HTTP/1.1" 200 OK
(APIServer pid=12707) INFO: 127.0.0.1:58336 - "POST /v1/chat/completions HTTP/1.1" 200 OK
(APIServer pid=12707) INFO 02-04 10:01:29 [loggers.py:257] Engine 000: Avg prompt throughput: 3885.4 tokens/s, Avg generation throughput: 242.0 tokens/s, Running: 9 reqs, Waiting: 0 reqs, GPU KV cache usage: 20.4%, Prefix cache hit rate: 94.9%
(APIServer pid=12707) INFO: 127.0.0.1:50644 - "POST /v1/chat/completions HTTP/1.1" 200 OK
(APIServer pid=12707) INFO 02-04 10:01:39 [loggers.py:257] Engine 000: Avg prompt throughput: 5057.2 tokens/s, Avg generation throughput: 262.1 tokens/s, Running: 12 reqs, Waiting: 0 reqs, GPU KV cache usage: 21.4%, Prefix cache hit rate: 94.9%
(APIServer pid=12707) INFO: 127.0.0.1:45468 - "POST /v1/chat/completions HTTP/1.1" 200 OK
(APIServer pid=12707) INFO: 127.0.0.1:60754 - "POST /v1/chat/completions HTTP/1.1" 200 OK
(APIServer pid=12707) INFO: 127.0.0.1:45476 - "POST /v1/chat/completions HTTP/1.1" 200 OK
(APIServer pid=12707) INFO 02-04 10:01:49 [loggers.py:257] Engine 000: Avg prompt throughput: 4511.7 tokens/s, Avg generation throughput: 272.6 tokens/s, Running: 12 reqs, Waiting: 0 reqs, GPU KV cache usage: 22.7%, Prefix cache hit rate: 94.9%
(APIServer pid=12707) INFO: 127.0.0.1:47200 - "POST /v1/chat/completions HTTP/1.1" 200 OK
(APIServer pid=12707) INFO: 127.0.0.1:42510 - "POST /v1/chat/completions HTTP/1.1" 200 OK
(APIServer pid=12707) INFO: 127.0.0.1:45468 - "POST /v1/chat/completions HTTP/1.1" 200 OK
(APIServer pid=12707) INFO: 127.0.0.1:59342 - "POST /v1/chat/completions HTTP/1.1" 200 OK
(APIServer pid=12707) INFO: 127.0.0.1:50644 - "POST /v1/chat/completions HTTP/1.1" 200 OK
(APIServer pid=12707) INFO 02-04 10:01:59 [loggers.py:257] Engine 000: Avg prompt throughput: 7109.8 tokens/s, Avg generation throughput: 251.9 tokens/s, Running: 12 reqs, Waiting: 0 reqs, GPU KV cache usage: 21.8%, Prefix cache hit rate: 94.9%
(APIServer pid=12707) INFO 02-04 10:02:09 [loggers.py:257] Engine 000: Avg prompt throughput: 0.0 tokens/s, Avg generation throughput: 296.4 tokens/s, Running: 12 reqs, Waiting: 0 reqs, GPU KV cache usage: 22.8%, Prefix cache hit rate: 94.9%
(APIServer pid=12707) INFO: 127.0.0.1:45468 - "POST /v1/chat/completions HTTP/1.1" 200 OK
(APIServer pid=12707) INFO: 127.0.0.1:50644 - "POST /v1/chat/completions HTTP/1.1" 200 OK
(APIServer pid=12707) INFO: 127.0.0.1:50634 - "POST /v1/chat/completions HTTP/1.1" 200 OK
(APIServer pid=12707) INFO 02-04 10:02:19 [loggers.py:257] Engine 000: Avg prompt throughput: 1440.6 tokens/s, Avg generation throughput: 262.3 tokens/s, Running: 11 reqs, Waiting: 0 reqs, GPU KV cache usage: 21.7%, Prefix cache hit rate: 94.9%
Running this on A100 100gb. Any advice would be appreciated. Also, if you guys have a slack or discord do let me know.
Thanks!