code style changes on test
This commit is contained in:
Xuan Son Nguyen
parent
8ef37a3c07
commit
2d51c459c6
1 changed files with 63 additions and 63 deletions
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@ -3,6 +3,9 @@ from utils import *
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server: ServerProcess
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TIMEOUT_SERVER_START = 15*60
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TIMEOUT_HTTP_REQUEST = 60
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@pytest.fixture(autouse=True)
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def create_server():
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global server
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@ -107,8 +110,8 @@ def test_completion_with_required_tool_tiny_fast(template_name: str, tool: dict,
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@pytest.mark.slow
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@pytest.mark.parametrize("template_name,tool,argument_key", [
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("meta-llama-Llama-3.1-8B-Instruct", TEST_TOOL, "success"),
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("meta-llama-Llama-3.1-8B-Instruct", PYTHON_TOOL, "code"),
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("meta-llama-Llama-3.1-8B-Instruct", TEST_TOOL, "success"),
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("meta-llama-Llama-3.1-8B-Instruct", PYTHON_TOOL, "code"),
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("meetkai-functionary-medium-v3.1", TEST_TOOL, "success"),
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("meetkai-functionary-medium-v3.1", PYTHON_TOOL, "code"),
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("meetkai-functionary-medium-v3.2", TEST_TOOL, "success"),
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@ -131,44 +134,43 @@ def test_completion_with_required_tool_tiny_slow(template_name: str, tool: dict,
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@pytest.mark.slow
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@pytest.mark.parametrize("tool,argument_key,hf_repo,hf_file,template_override", [
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(TEST_TOOL, "success", "bartowski/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", "bartowski/Meta-Llama-3.1-8B-Instruct-GGUF", "Meta-Llama-3.1-8B-Instruct-Q4_K_M.gguf", None),
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(TEST_TOOL, "success", "bartowski/gemma-2-2b-it-GGUF", "gemma-2-2b-it-Q4_K_M.gguf", None),
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(PYTHON_TOOL, "code", "bartowski/gemma-2-2b-it-GGUF", "gemma-2-2b-it-Q4_K_M.gguf", None),
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(TEST_TOOL, "success", "bartowski/Phi-3.5-mini-instruct-GGUF", "Phi-3.5-mini-instruct-Q4_K_M.gguf", None),
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(PYTHON_TOOL, "code", "bartowski/Phi-3.5-mini-instruct-GGUF", "Phi-3.5-mini-instruct-Q4_K_M.gguf", None),
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(TEST_TOOL, "success", "bartowski/Qwen2.5-7B-Instruct-GGUF", "Qwen2.5-7B-Instruct-Q4_K_M.gguf", None),
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(PYTHON_TOOL, "code", "bartowski/Qwen2.5-7B-Instruct-GGUF", "Qwen2.5-7B-Instruct-Q4_K_M.gguf", None),
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(TEST_TOOL, "success", "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", "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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(TEST_TOOL, "success", "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", "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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(TEST_TOOL, "success", "bartowski/Mistral-Nemo-Instruct-2407-GGUF", "Mistral-Nemo-Instruct-2407-Q4_K_M.gguf", None),
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(PYTHON_TOOL, "code", "bartowski/Mistral-Nemo-Instruct-2407-GGUF", "Mistral-Nemo-Instruct-2407-Q4_K_M.gguf", None),
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(TEST_TOOL, "success", "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", "bartowski/functionary-small-v3.2-GGUF", "functionary-small-v3.2-Q8_0.gguf", ("meetkai/functionary-medium-v3.2", None)),
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(TEST_TOOL, "success", "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", "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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(TEST_TOOL, "success", "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", "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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@pytest.mark.parametrize("tool,argument_key,hf_repo,template_override", [
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(TEST_TOOL, "success", "bartowski/Meta-Llama-3.1-8B-Instruct-GGUF:Q4_K_M", None),
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(PYTHON_TOOL, "code", "bartowski/Meta-Llama-3.1-8B-Instruct-GGUF:Q4_K_M", None),
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(TEST_TOOL, "success", "bartowski/gemma-2-2b-it-GGUF:Q4_K_M", None),
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(PYTHON_TOOL, "code", "bartowski/gemma-2-2b-it-GGUF:Q4_K_M", None),
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(TEST_TOOL, "success", "bartowski/Phi-3.5-mini-instruct-GGUF:Q4_K_M", None),
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(PYTHON_TOOL, "code", "bartowski/Phi-3.5-mini-instruct-GGUF:Q4_K_M", None),
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(TEST_TOOL, "success", "bartowski/Qwen2.5-7B-Instruct-GGUF:Q4_K_M", None),
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(PYTHON_TOOL, "code", "bartowski/Qwen2.5-7B-Instruct-GGUF:Q4_K_M", None),
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(TEST_TOOL, "success", "NousResearch/Hermes-2-Pro-Llama-3-8B-GGUF:Q4_K_M", ("NousResearch/Hermes-2-Pro-Llama-3-8B", "tool_use")),
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(PYTHON_TOOL, "code", "NousResearch/Hermes-2-Pro-Llama-3-8B-GGUF:Q4_K_M", ("NousResearch/Hermes-2-Pro-Llama-3-8B", "tool_use")),
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(TEST_TOOL, "success", "NousResearch/Hermes-3-Llama-3.1-8B-GGUF:Q4_K_M", ("NousResearch/Hermes-3-Llama-3.1-8B", "tool_use")),
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(PYTHON_TOOL, "code", "NousResearch/Hermes-3-Llama-3.1-8B-GGUF:Q4_K_M", ("NousResearch/Hermes-3-Llama-3.1-8B", "tool_use")),
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(TEST_TOOL, "success", "bartowski/Mistral-Nemo-Instruct-2407-GGUF:Q4_K_M", None),
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(PYTHON_TOOL, "code", "bartowski/Mistral-Nemo-Instruct-2407-GGUF:Q4_K_M", None),
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(TEST_TOOL, "success", "bartowski/functionary-small-v3.2-GGUF:Q8_0", ("meetkai/functionary-medium-v3.2", None)),
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(PYTHON_TOOL, "code", "bartowski/functionary-small-v3.2-GGUF:Q8_0", ("meetkai/functionary-medium-v3.2", None)),
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(TEST_TOOL, "success", "bartowski/Llama-3.2-3B-Instruct-GGUF:Q4_K_M", ("meta-llama/Llama-3.2-3B-Instruct", None)),
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(PYTHON_TOOL, "code", "bartowski/Llama-3.2-3B-Instruct-GGUF:Q4_K_M", ("meta-llama/Llama-3.2-3B-Instruct", None)),
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(TEST_TOOL, "success", "bartowski/Llama-3.2-1B-Instruct-GGUF:Q4_K_M", ("meta-llama/Llama-3.2-3B-Instruct", None)),
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(PYTHON_TOOL, "code", "bartowski/Llama-3.2-1B-Instruct-GGUF:Q4_K_M", ("meta-llama/Llama-3.2-3B-Instruct", None)),
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# TODO: fix these
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# (TEST_TOOL, "success", "bartowski/DeepSeek-R1-Distill-Qwen-7B-GGUF", "DeepSeek-R1-Distill-Qwen-7B-Q4_K_M.gguf", None),
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# (PYTHON_TOOL, "code", "bartowski/DeepSeek-R1-Distill-Qwen-7B-GGUF", "DeepSeek-R1-Distill-Qwen-7B-Q4_K_M.gguf", None),
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# (TEST_TOOL, "success", "bartowski/DeepSeek-R1-Distill-Qwen-7B-GGUF:Q4_K_M", None),
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# (PYTHON_TOOL, "code", "bartowski/DeepSeek-R1-Distill-Qwen-7B-GGUF:Q4_K_M", None),
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])
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def test_completion_with_required_tool_real_model(tool: dict, argument_key: str | None, hf_repo: str, hf_file: str, template_override: Tuple[str, str | None] | None):
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def test_completion_with_required_tool_real_model(tool: dict, argument_key: str | None, hf_repo: str, template_override: Tuple[str, str | None] | None):
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n_predict = 512
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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 = n_predict
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server.model_hf_repo = hf_repo
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server.model_hf_file = hf_file
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if template_override:
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(template_hf_repo, template_variant) = template_override
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server.chat_template_file = f"../../../models/templates/{template_hf_repo.replace('/', '-') + ('-' + template_variant if template_variant else '')}.jinja"
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assert os.path.exists(server.chat_template_file), f"Template file {server.chat_template_file} does not exist. Run `python scripts/get_chat_template.py {template_hf_repo} {template_variant} > {server.chat_template_file}` to download the template."
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server.start()
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server.start(timeout_seconds=TIMEOUT_SERVER_START)
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res = server.make_request("POST", "/chat/completions", data={
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"max_tokens": n_predict,
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"messages": [
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@ -181,7 +183,7 @@ def test_completion_with_required_tool_real_model(tool: dict, argument_key: str
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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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})
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}, timeout=TIMEOUT_HTTP_REQUEST)
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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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tool_calls = choice["message"].get("tool_calls")
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@ -201,7 +203,7 @@ def do_test_completion_without_tool_call(template_name: str, n_predict: int, too
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server.jinja = True
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server.n_predict = n_predict
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server.chat_template_file = f'../../../models/templates/{template_name}.jinja'
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server.start()
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server.start(timeout_seconds=TIMEOUT_SERVER_START)
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res = server.make_request("POST", "/chat/completions", data={
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"max_tokens": n_predict,
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"messages": [
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@ -213,7 +215,7 @@ def do_test_completion_without_tool_call(template_name: str, n_predict: int, too
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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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})
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}, timeout=TIMEOUT_HTTP_REQUEST)
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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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assert choice["message"].get("tool_calls") is None, f'Expected no tool call in {choice["message"]}'
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@ -245,39 +247,38 @@ def test_completion_without_tool_call_slow(template_name: str, n_predict: int, t
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@pytest.mark.slow
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@pytest.mark.parametrize("hf_repo,hf_file,template_override", [
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("bartowski/Meta-Llama-3.1-8B-Instruct-GGUF", "Meta-Llama-3.1-8B-Instruct-Q4_K_M.gguf", None),
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("bartowski/gemma-2-2b-it-GGUF", "gemma-2-2b-it-Q4_K_M.gguf", None),
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("bartowski/Phi-3.5-mini-instruct-GGUF", "Phi-3.5-mini-instruct-Q4_K_M.gguf", None),
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("bartowski/Qwen2.5-7B-Instruct-GGUF", "Qwen2.5-7B-Instruct-Q4_K_M.gguf", None),
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("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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("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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("bartowski/Mistral-Nemo-Instruct-2407-GGUF", "Mistral-Nemo-Instruct-2407-Q4_K_M.gguf", None),
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("bartowski/functionary-small-v3.2-GGUF", "functionary-small-v3.2-Q8_0.gguf", ("meetkai/functionary-medium-v3.2", None)),
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("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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# ("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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# ("bartowski/DeepSeek-R1-Distill-Qwen-7B-GGUF", "DeepSeek-R1-Distill-Qwen-7B-Q4_K_M.gguf", None),
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@pytest.mark.parametrize("hf_repo,template_override", [
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("bartowski/Meta-Llama-3.1-8B-Instruct-GGUF:Q4_K_M", None),
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("bartowski/gemma-2-2b-it-GGUF:Q4_K_M", None),
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("bartowski/Phi-3.5-mini-instruct-GGUF:Q4_K_M", None),
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("bartowski/Qwen2.5-7B-Instruct-GGUF:Q4_K_M", None),
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("NousResearch/Hermes-2-Pro-Llama-3-8B-GGUF:Q4_K_M", ("NousResearch/Hermes-2-Pro-Llama-3-8B", "tool_use")),
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("NousResearch/Hermes-3-Llama-3.1-8B-GGUF:Q4_K_M", ("NousResearch/Hermes-3-Llama-3.1-8B", "tool_use")),
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("bartowski/Mistral-Nemo-Instruct-2407-GGUF:Q4_K_M", None),
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("bartowski/functionary-small-v3.2-GGUF:Q8_0", ("meetkai/functionary-medium-v3.2", None)),
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("bartowski/Llama-3.2-3B-Instruct-GGUF:Q4_K_M", ("meta-llama/Llama-3.2-3B-Instruct", None)),
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# ("bartowski/Llama-3.2-1B-Instruct-GGUF:Q4_K_M", ("meta-llama/Llama-3.2-3B-Instruct", None)),
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# ("bartowski/DeepSeek-R1-Distill-Qwen-7B-GGUF:Q4_K_M", None),
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])
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def test_weather_tool_call(hf_repo: str, hf_file: str, template_override: Tuple[str, str | None] | None):
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def test_weather_tool_call(hf_repo: 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 = 512
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server.model_hf_repo = hf_repo
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server.model_hf_file = hf_file
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if template_override:
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(template_hf_repo, template_variant) = template_override
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server.chat_template_file = f"../../../models/templates/{template_hf_repo.replace('/', '-') + ('-' + template_variant if template_variant else '')}.jinja"
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assert os.path.exists(server.chat_template_file), f"Template file {server.chat_template_file} does not exist. Run `python scripts/get_chat_template.py {template_hf_repo} {template_variant} > {server.chat_template_file}` to download the template."
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server.start(timeout_seconds=15*60)
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server.start(timeout_seconds=TIMEOUT_SERVER_START)
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res = server.make_request("POST", "/chat/completions", data={
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"max_tokens": 256,
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"messages": [
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{"role": "user", "content": "What is the weather in Istanbul?"},
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],
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"tools": [WEATHER_TOOL],
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})
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}, timeout=TIMEOUT_HTTP_REQUEST)
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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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tool_calls = choice["message"].get("tool_calls")
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@ -292,32 +293,31 @@ def test_weather_tool_call(hf_repo: str, hf_file: str, template_override: Tuple[
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@pytest.mark.slow
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@pytest.mark.parametrize("expected_arguments_override,hf_repo,hf_file,template_override", [
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(None, "bartowski/gemma-2-2b-it-GGUF", "gemma-2-2b-it-Q4_K_M.gguf", None),
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(None, "bartowski/Phi-3.5-mini-instruct-GGUF", "Phi-3.5-mini-instruct-Q4_K_M.gguf", None),
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(None, "bartowski/functionary-small-v3.2-GGUF", "functionary-small-v3.2-Q8_0.gguf", ("meetkai-functionary-medium-v3.2", None)),
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('{"code":"print("}', "bartowski/Meta-Llama-3.1-8B-Instruct-GGUF", "Meta-Llama-3.1-8B-Instruct-Q4_K_M.gguf", None),
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(None, "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":"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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(None, "bartowski/Qwen2.5-7B-Instruct-GGUF", "Qwen2.5-7B-Instruct-Q4_K_M.gguf", None),
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(None, "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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(None, "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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(None, "bartowski/Mistral-Nemo-Instruct-2407-GGUF", "Mistral-Nemo-Instruct-2407-Q4_K_M.gguf", None),
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# (None, "bartowski/DeepSeek-R1-Distill-Qwen-7B-GGUF", "DeepSeek-R1-Distill-Qwen-7B-Q4_K_M.gguf", None),
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@pytest.mark.parametrize("expected_arguments_override,hf_repo,template_override", [
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(None, "bartowski/gemma-2-2b-it-GGUF:Q4_K_M", None),
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(None, "bartowski/Phi-3.5-mini-instruct-GGUF:Q4_K_M", None),
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(None, "bartowski/functionary-small-v3.2-GGUF:Q8_0", ("meetkai-functionary-medium-v3.2", None)),
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('{"code":"print("}', "bartowski/Meta-Llama-3.1-8B-Instruct-GGUF:Q4_K_M", None),
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(None, "bartowski/Llama-3.2-1B-Instruct-GGUF:Q4_K_M", ("meta-llama-Llama-3.2-3B-Instruct", None)),
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('{"code":"print("}', "bartowski/Llama-3.2-3B-Instruct-GGUF:Q4_K_M", ("meta-llama-Llama-3.2-3B-Instruct", None)),
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(None, "bartowski/Qwen2.5-7B-Instruct-GGUF:Q4_K_M", None),
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(None, "NousResearch/Hermes-2-Pro-Llama-3-8B:Q4_K_M", ("NousResearch/Hermes-2-Pro-Llama-3-8B", "tool_use")),
|
||||
(None, "NousResearch/Hermes-3-Llama-3.1-8B-GGUF:Q4_K_M", ("NousResearch-Hermes-3-Llama-3.1-8B", "tool_use")),
|
||||
(None, "bartowski/Mistral-Nemo-Instruct-2407-GGUF:Q4_K_M", None),
|
||||
# (None, "bartowski/DeepSeek-R1-Distill-Qwen-7B-GGUF:Q4_K_M", None),
|
||||
])
|
||||
def test_hello_world_tool_call(expected_arguments_override: str | None, hf_repo: str, hf_file: str, template_override: Tuple[str, str | None] | None):
|
||||
def test_hello_world_tool_call(expected_arguments_override: str | None, hf_repo: str, template_override: Tuple[str, str | None] | None):
|
||||
global server
|
||||
server.n_slots = 1
|
||||
server.jinja = True
|
||||
server.n_ctx = 8192
|
||||
server.n_predict = 128
|
||||
server.model_hf_repo = hf_repo
|
||||
server.model_hf_file = hf_file
|
||||
if template_override:
|
||||
(template_hf_repo, template_variant) = template_override
|
||||
server.chat_template_file = f"../../../models/templates/{template_hf_repo.replace('/', '-') + ('-' + template_variant if template_variant else '')}.jinja"
|
||||
assert os.path.exists(server.chat_template_file), f"Template file {server.chat_template_file} does not exist. Run `python scripts/get_chat_template.py {template_hf_repo} {template_variant} > {server.chat_template_file}` to download the template."
|
||||
server.start(timeout_seconds=15*60)
|
||||
server.start(timeout_seconds=TIMEOUT_SERVER_START)
|
||||
res = server.make_request("POST", "/chat/completions", data={
|
||||
"max_tokens": 256,
|
||||
"messages": [
|
||||
|
|
@ -329,7 +329,7 @@ def test_hello_world_tool_call(expected_arguments_override: str | None, hf_repo:
|
|||
"temperature": 0.0,
|
||||
"top_k": 1,
|
||||
"top_p": 1.0,
|
||||
})
|
||||
}, timeout=TIMEOUT_HTTP_REQUEST)
|
||||
assert res.status_code == 200, f"Expected status code 200, got {res.status_code}"
|
||||
choice = res.body["choices"][0]
|
||||
tool_calls = choice["message"].get("tool_calls")
|
||||
|
|
|
|||
Loading…
Add table
Add a link
Reference in a new issue