| | import os |
| |
|
| | os.environ['CUDA_VISIBLE_DEVICES'] = '0,1,2,3' |
| | os.environ['SWIFT_DEBUG'] = '1' |
| |
|
| | tools = [{ |
| | 'name': 'get_current_weather', |
| | 'description': 'Get the current weather in a given location', |
| | 'parameters': { |
| | 'type': 'object', |
| | 'properties': { |
| | 'location': { |
| | 'type': 'string', |
| | 'description': 'The city and state, e.g. San Francisco, CA' |
| | }, |
| | 'unit': { |
| | 'type': 'string', |
| | 'enum': ['celsius', 'fahrenheit'] |
| | } |
| | }, |
| | 'required': ['location'] |
| | } |
| | }] |
| |
|
| |
|
| | def _test_tool(pt_engine, system=None): |
| | messages = [ |
| | { |
| | 'role': 'user', |
| | 'content': "How's the weather in Beijing today?" |
| | }, |
| | { |
| | 'role': |
| | 'assistant', |
| | 'content': ('<tool_call>\n{"name": "get_current_weather", "arguments": ' |
| | '{"location": "Beijing, China", "unit": "celsius"}}\n</tool_call>') |
| | }, |
| | { |
| | 'role': 'tool', |
| | 'content': "{'temp': 25, 'description': 'Partly cloudy', 'status': 'success'}" |
| | }, |
| | ] |
| | request_config = RequestConfig(max_tokens=512, temperature=0) |
| | response = pt_engine.infer([InferRequest(messages=messages, tools=tools)], request_config=request_config) |
| | return response[0].choices[0].message.content |
| |
|
| |
|
| | def test_qwen2_5(): |
| | pt_engine = PtEngine('Qwen/Qwen2.5-7B-Instruct') |
| | response = _test_tool(pt_engine) |
| | assert response == 'Today in Beijing, the temperature is 25 degrees Celsius with partly cloudy skies.' |
| |
|
| |
|
| | def test_qwq(): |
| | pt_engine = PtEngine('Qwen/QwQ-32B') |
| | response = _test_tool(pt_engine) |
| | assert response[-100:] == ('weather in Beijing is **25°C** with **partly cloudy** skies. ' |
| | 'It looks like a mild day outside—enjoy!') |
| |
|
| |
|
| | def test_deepseek_r1_distill(): |
| | |
| | pt_engine = PtEngine('deepseek-ai/DeepSeek-R1-Distill-Qwen-7B') |
| | _test_tool(pt_engine, system='') |
| |
|
| |
|
| | if __name__ == '__main__': |
| | from swift.llm import PtEngine, RequestConfig, InferRequest |
| | from swift.utils import get_logger |
| | logger = get_logger() |
| | |
| | test_qwq() |
| | |
| |
|
