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