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Update test_chat_completion.py

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Olivier Chafik 2025-01-25 04:52:03 +00:00
parent c479d39abd
commit 0208b20767
1 changed files with 29 additions and 27 deletions
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38
examples/server/tests/unit/test_chat_completion.py
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@ -207,13 +207,13 @@ PYTHON_TOOL = {
"type": "function", "type": "function",
"function": { "function": {
"name": "python", "name": "python",
"description": "Runs code in a Python interpreter and returns the result of the execution after 60 seconds.", "description": "Runs code in an ipython interpreter and returns the result of the execution after 60 seconds.",
"parameters": { "parameters": {
"type": "object", "type": "object",
"properties": { "properties": {
"code": { "code": {
"type": "string", "type": "string",
"description": "The code to run in the Python interpreter." "description": "The code to run in the ipython interpreter."
} }
}, },
"required": ["code"] "required": ["code"]
@ -308,30 +308,31 @@ def test_completion_without_tool_call(template_name: str, n_predict: int, tools:
@pytest.mark.slow @pytest.mark.slow
@pytest.mark.parametrize("tool,expected_arguments,hf_repo,hf_file,template_override", [ @pytest.mark.parametrize("tool,expected_arguments,hf_repo,hf_file,template_override", [
(PYTHON_TOOL, {"code": "print('Hello, world!')"}, "bartowski/gemma-2-2b-it-GGUF", "gemma-2-2b-it-Q4_K_M.gguf", None), (PYTHON_TOOL, {"code": "print('Hello, World!')"}, "bartowski/gemma-2-2b-it-GGUF", "gemma-2-2b-it-Q4_K_M.gguf", None),
(CODE_INTEPRETER_TOOL, {"code": "print('Hello, world!')"}, "bartowski/gemma-2-2b-it-GGUF", "gemma-2-2b-it-Q4_K_M.gguf", None), (CODE_INTEPRETER_TOOL, {"code": "print('Hello, World!')"}, "bartowski/gemma-2-2b-it-GGUF", "gemma-2-2b-it-Q4_K_M.gguf", None),
(PYTHON_TOOL, {"code": "print('Hello World!')"}, "bartowski/Qwen2.5-7B-Instruct-GGUF", "Qwen2.5-7B-Instruct-Q4_K_M.gguf", None),
(CODE_INTEPRETER_TOOL, {"code": "print('Hello World!')"}, "bartowski/Qwen2.5-7B-Instruct-GGUF", "Qwen2.5-7B-Instruct-Q4_K_M.gguf", None),
(PYTHON_TOOL, {"code": "print('Hello, World!')"}, "bartowski/Phi-3.5-mini-instruct-GGUF", "Phi-3.5-mini-instruct-Q4_K_M.gguf", None), (PYTHON_TOOL, {"code": "print('Hello, World!')"}, "bartowski/Phi-3.5-mini-instruct-GGUF", "Phi-3.5-mini-instruct-Q4_K_M.gguf", None),
(CODE_INTEPRETER_TOOL, {"code": "print('Hello, World!')"}, "bartowski/Phi-3.5-mini-instruct-GGUF", "Phi-3.5-mini-instruct-Q4_K_M.gguf", None), (CODE_INTEPRETER_TOOL, {"code": "print('Hello, World!')"}, "bartowski/Phi-3.5-mini-instruct-GGUF", "Phi-3.5-mini-instruct-Q4_K_M.gguf", None),
(PYTHON_TOOL, {"code": "print('Hello World!')"}, "bartowski/Qwen2.5-7B-Instruct-GGUF", "Qwen2.5-7B-Instruct-Q4_K_M.gguf", None),
(CODE_INTEPRETER_TOOL, {"code": "print('Hello World!')"}, "bartowski/Qwen2.5-7B-Instruct-GGUF", "Qwen2.5-7B-Instruct-Q4_K_M.gguf", None),
(PYTHON_TOOL, {"code": "print('Hello, world!')"}, "NousResearch/Hermes-2-Pro-Llama-3-8B-GGUF", "Hermes-2-Pro-Llama-3-8B-Q4_K_M.gguf", ("NousResearch/Hermes-2-Pro-Llama-3-8B", "tool_use")), (PYTHON_TOOL, {"code": "print('Hello, world!')"}, "NousResearch/Hermes-2-Pro-Llama-3-8B-GGUF", "Hermes-2-Pro-Llama-3-8B-Q4_K_M.gguf", ("NousResearch/Hermes-2-Pro-Llama-3-8B", "tool_use")),
(CODE_INTEPRETER_TOOL, {"code": "print('Hello, world!')"}, "NousResearch/Hermes-2-Pro-Llama-3-8B-GGUF", "Hermes-2-Pro-Llama-3-8B-Q4_K_M.gguf", ("NousResearch-Hermes-2-Pro-Llama-3-8B", "tool_use")), (CODE_INTEPRETER_TOOL, {"code": "print('Hello, world!')"}, "NousResearch/Hermes-2-Pro-Llama-3-8B-GGUF", "Hermes-2-Pro-Llama-3-8B-Q4_K_M.gguf", ("NousResearch-Hermes-2-Pro-Llama-3-8B", "tool_use")),
(PYTHON_TOOL, {"code": "print('Hello World!')"}, "NousResearch/Hermes-3-Llama-3.1-8B-GGUF", "Hermes-3-Llama-3.1-8B.Q4_K_M.gguf", ("NousResearch-Hermes-3-Llama-3.1-8B", "tool_use")), (PYTHON_TOOL, {"code": "print('Hello World!')"}, "NousResearch/Hermes-3-Llama-3.1-8B-GGUF", "Hermes-3-Llama-3.1-8B.Q4_K_M.gguf", ("NousResearch-Hermes-3-Llama-3.1-8B", "tool_use")),
(CODE_INTEPRETER_TOOL, {"code": "print('Hello World!')"}, "NousResearch/Hermes-3-Llama-3.1-8B-GGUF", "Hermes-3-Llama-3.1-8B.Q4_K_M.gguf", ("NousResearch-Hermes-3-Llama-3.1-8B", "tool_use")), (CODE_INTEPRETER_TOOL, {"code": "print('Hello World!')"}, "NousResearch/Hermes-3-Llama-3.1-8B-GGUF", "Hermes-3-Llama-3.1-8B.Q4_K_M.gguf", ("NousResearch-Hermes-3-Llama-3.1-8B", "tool_use")),
(PYTHON_TOOL, {"code": "print('Hello, World!'}"}, "bartowski/Llama-3.2-1B-Instruct-GGUF", "Llama-3.2-1B-Instruct-Q4_K_M.gguf", ("meta-llama-Llama-3.2-3B-Instruct", None)), (PYTHON_TOOL, {"code": "print(\"Hello, World!\")"}, "bartowski/Llama-3.2-1B-Instruct-GGUF", "Llama-3.2-1B-Instruct-Q4_K_M.gguf", ("meta-llama-Llama-3.2-3B-Instruct", None)),
(CODE_INTEPRETER_TOOL, {"code": "print('Hello, World!'}"}, "bartowski/Llama-3.2-1B-Instruct-GGUF", "Llama-3.2-1B-Instruct-Q4_K_M.gguf", ("meta-llama-Llama-3.2-3B-Instruct", None)), (CODE_INTEPRETER_TOOL, {"code": "print(\"Hello, World!\")"}, "bartowski/Llama-3.2-1B-Instruct-GGUF", "Llama-3.2-1B-Instruct-Q4_K_M.gguf", ("meta-llama-Llama-3.2-3B-Instruct", None)),
(PYTHON_TOOL, {"code": "print("}, "bartowski/Llama-3.2-3B-Instruct-GGUF", "Llama-3.2-3B-Instruct-Q4_K_M.gguf", ("meta-llama-Llama-3.2-3B-Instruct", None)), (PYTHON_TOOL, {"code": "print("}, "bartowski/Llama-3.2-3B-Instruct-GGUF", "Llama-3.2-3B-Instruct-Q4_K_M.gguf", ("meta-llama-Llama-3.2-3B-Instruct", None)),
(CODE_INTEPRETER_TOOL, {"code": "print("}, "bartowski/Llama-3.2-3B-Instruct-GGUF", "Llama-3.2-3B-Instruct-Q4_K_M.gguf", ("meta-llama-Llama-3.2-3B-Instruct", None)), (CODE_INTEPRETER_TOOL, {"code": "print("}, "bartowski/Llama-3.2-3B-Instruct-GGUF", "Llama-3.2-3B-Instruct-Q4_K_M.gguf", ("meta-llama-Llama-3.2-3B-Instruct", None)),
(PYTHON_TOOL, {"code": "print("}, "lmstudio-community/Meta-Llama-3.1-8B-Instruct-GGUF", "Meta-Llama-3.1-8B-Instruct-Q4_K_M.gguf", None), (PYTHON_TOOL, {"code": "print(\"hello world\")"}, "lmstudio-community/Meta-Llama-3.1-8B-Instruct-GGUF", "Meta-Llama-3.1-8B-Instruct-Q4_K_M.gguf", None),
(CODE_INTEPRETER_TOOL, {"code": "print("}, "lmstudio-community/Meta-Llama-3.1-8B-Instruct-GGUF", "Meta-Llama-3.1-8B-Instruct-Q4_K_M.gguf", None), (CODE_INTEPRETER_TOOL, {"code": "print("}, "lmstudio-community/Meta-Llama-3.1-8B-Instruct-GGUF", "Meta-Llama-3.1-8B-Instruct-Q4_K_M.gguf", None),
(PYTHON_TOOL, {"code": "print('Hello, World!')"}, "bartowski/functionary-small-v3.2-GGUF", "functionary-small-v3.2-Q8_0.gguf", ("meetkai-functionary-medium-v3.2", None)), (PYTHON_TOOL, {"code": "print('Hello, World!')\n"}, "bartowski/Mistral-Nemo-Instruct-2407-GGUF", "Mistral-Nemo-Instruct-2407-Q6_K_L.gguf", None),
(CODE_INTEPRETER_TOOL, {"code": "print('Hello, World!')"}, "bartowski/functionary-small-v3.2-GGUF", "functionary-small-v3.2-Q8_0.gguf", ("meetkai-functionary-medium-v3.2", None)), (CODE_INTEPRETER_TOOL, {"code": "print('Hello, World!')\n"}, "bartowski/Mistral-Nemo-Instruct-2407-GGUF", "Mistral-Nemo-Instruct-2407-Q6_K_L.gguf", ("mistralai-Mistral-Nemo-Instruct-2407", None)),
# TODO: fix this model # TODO: fix this model
# (PYTHON_TOOL, {"code": "print('Hello, World!')"}, "bartowski/Mistral-Nemo-Instruct-2407-GGUF", "Mistral-Nemo-Instruct-2407-Q4_K_M.gguf", None), # (PYTHON_TOOL, {"code": "print('Hello, World!')"}, "bartowski/functionary-small-v3.2-GGUF", "functionary-small-v3.2-Q8_0.gguf", ("meetkai-functionary-medium-v3.2", None)),
# (CODE_INTEPRETER_TOOL, {"code": "print('Hello, World!')"}, "bartowski/Mistral-Nemo-Instruct-2407-GGUF", "Mistral-Nemo-Instruct-2407-Q4_K_M.gguf", ("mistralai-Mistral-Nemo-Instruct-2407", None)), # (CODE_INTEPRETER_TOOL, {"code": "print('Hello, World!')"}, "bartowski/functionary-small-v3.2-GGUF", "functionary-small-v3.2-Q8_0.gguf", ("meetkai-functionary-medium-v3.2", None)),
]) ])
def test_hello_world_tool_call(tool: dict, expected_arguments: dict, hf_repo: str, hf_file: str, template_override: Tuple[str, str | None] | None): def test_hello_world_tool_call(tool: dict, expected_arguments: dict, hf_repo: str, hf_file: str, template_override: Tuple[str, str | None] | None):
global server global server
server.n_slots = 1
server.jinja = True server.jinja = True
server.n_ctx = 8192 server.n_ctx = 8192
server.n_predict = 128 server.n_predict = 128
@ -346,12 +347,13 @@ def test_hello_world_tool_call(tool: dict, expected_arguments: dict, hf_repo: st
"max_tokens": 256, "max_tokens": 256,
"messages": [ "messages": [
{"role": "system", "content": "You are a coding assistant."}, {"role": "system", "content": "You are a coding assistant."},
{"role": "user", "content": "say hello world with python"}, # {"role": "user", "content": "say hello world with python"},
{"role": "user", "content": "Print a hello world message with python"},
], ],
"tools": [tool], "tools": [tool],
"temperature": 0.0, "temperature": 0.5,
"top_k": 1, "top_k": 10,
"top_p": 1.0, "top_p": 0.9,
}) })
assert res.status_code == 200, f"Expected status code 200, got {res.status_code}" assert res.status_code == 200, f"Expected status code 200, got {res.status_code}"
choice = res.body["choices"][0] choice = res.body["choices"][0]
@ -361,7 +363,7 @@ def test_hello_world_tool_call(tool: dict, expected_arguments: dict, hf_repo: st
if tool["type"] == "function": if tool["type"] == "function":
assert tool["function"]["name"] == tool_call["function"]["name"] assert tool["function"]["name"] == tool_call["function"]["name"]
elif tool["type"] == "code_interpreter": elif tool["type"] == "code_interpreter":
assert tool_call["function"]["name"] == "python" assert re.match('i?python', tool_call["function"]["name"])
actual_arguments = json.loads(tool_call["function"]["arguments"]) actual_arguments = json.loads(tool_call["function"]["arguments"])
assert json.dumps(expected_arguments) == json.dumps(actual_arguments), f"tool arguments: {json.dumps(actual_arguments)}, expected: {json.dumps(expected_arguments)}" assert json.dumps(expected_arguments) == json.dumps(actual_arguments), f"tool arguments: {json.dumps(actual_arguments)}, expected: {json.dumps(expected_arguments)}"