mirror of
https://github.com/imartinez/privateGPT.git
synced 2026-07-17 01:48:03 +00:00
94 lines
3.7 KiB
Python
94 lines
3.7 KiB
Python
from types import SimpleNamespace
|
|
|
|
from private_gpt.server.models.models_service import ModelsService
|
|
from private_gpt.settings.settings import LLMModelConfig, SamplingParams
|
|
|
|
|
|
class _FakeLLMComponent:
|
|
def __init__(
|
|
self, models: dict[str, LLMModelConfig], default_model_id: str
|
|
) -> None:
|
|
self.llm_models = models
|
|
self.default_model_id = default_model_id
|
|
|
|
def get_config(self, model_id: str | None) -> LLMModelConfig:
|
|
if model_id is None or model_id not in self.llm_models:
|
|
raise ValueError(f"Unknown model: {model_id}")
|
|
return self.llm_models[model_id]
|
|
|
|
|
|
def _make_model(
|
|
name: str,
|
|
support_reasoning: bool | None,
|
|
support_image: int | None,
|
|
) -> LLMModelConfig:
|
|
return LLMModelConfig(
|
|
name=name,
|
|
mode="mock",
|
|
support_reasoning=support_reasoning,
|
|
support_image=support_image,
|
|
sampling_params=SamplingParams(max_new_tokens=2048),
|
|
)
|
|
|
|
|
|
def test_capabilities_do_not_fallback_to_default_model_config() -> None:
|
|
default_model = _make_model(
|
|
"default-model", support_reasoning=True, support_image=1
|
|
)
|
|
target_model = _make_model(
|
|
"target-model", support_reasoning=None, support_image=None
|
|
)
|
|
llm_component = _FakeLLMComponent(
|
|
models={
|
|
default_model.name: default_model,
|
|
target_model.name: target_model,
|
|
},
|
|
default_model_id=default_model.name,
|
|
)
|
|
settings = SimpleNamespace(
|
|
chat=SimpleNamespace(allow_reasoning=True, allow_generate_citations=False),
|
|
sandbox=SimpleNamespace(enabled=True),
|
|
)
|
|
service = ModelsService(llm_component=llm_component, settings=settings)
|
|
|
|
model_info = service.get_model(target_model.name)
|
|
|
|
assert model_info.capabilities is not None
|
|
assert model_info.capabilities.thinking.supported is False
|
|
assert model_info.capabilities.thinking.types.enabled.supported is False
|
|
assert model_info.capabilities.thinking.types.adaptive.supported is False
|
|
assert model_info.capabilities.image_input.supported is False
|
|
assert model_info.capabilities.citations.supported is False
|
|
assert model_info.capabilities.code_execution.supported is False
|
|
assert model_info.capabilities.context_management.supported is False
|
|
assert model_info.capabilities.context_management.clear_thinking_20251015 is None
|
|
assert model_info.capabilities.context_management.clear_tool_uses_20250919 is None
|
|
assert model_info.capabilities.context_management.compact_20260112 is None
|
|
assert model_info.capabilities.effort.supported is False
|
|
assert model_info.capabilities.effort.low.supported is False
|
|
assert model_info.capabilities.effort.medium.supported is False
|
|
assert model_info.capabilities.effort.high.supported is False
|
|
assert model_info.capabilities.effort.max.supported is False
|
|
|
|
|
|
def test_global_reasoning_disable_overrides_model_support() -> None:
|
|
default_model = _make_model(
|
|
"default-model", support_reasoning=True, support_image=None
|
|
)
|
|
llm_component = _FakeLLMComponent(
|
|
models={default_model.name: default_model},
|
|
default_model_id=default_model.name,
|
|
)
|
|
settings = SimpleNamespace(
|
|
chat=SimpleNamespace(allow_reasoning=False, allow_generate_citations=True),
|
|
sandbox=SimpleNamespace(enabled=False),
|
|
)
|
|
service = ModelsService(llm_component=llm_component, settings=settings)
|
|
|
|
model_info = service.get_model(default_model.name)
|
|
|
|
assert model_info.capabilities is not None
|
|
assert model_info.capabilities.thinking.supported is False
|
|
assert model_info.capabilities.thinking.types.enabled.supported is False
|
|
assert model_info.capabilities.thinking.types.adaptive.supported is False
|