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57 lines
1.9 KiB
Python
57 lines
1.9 KiB
Python
# Copyright (c) Meta Platforms, Inc. and affiliates.
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# All rights reserved.
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#
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# This source code is licensed under the terms described in the LICENSE file in
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# the root directory of this source tree.
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import pytest
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from llama_models.datatypes import CoreModelId
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# How to run this test:
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#
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# pytest -v -s llama_stack/providers/tests/inference/test_model_registration.py
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# -m "meta_reference"
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# --env TOGETHER_API_KEY=<your_api_key>
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class TestModelRegistration:
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@pytest.mark.asyncio
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async def test_register_unsupported_model(self, inference_stack):
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_, models_impl = inference_stack
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# Try to register a model that's too large for local inference
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with pytest.raises(Exception) as exc_info:
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await models_impl.register_model(
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model_id="Llama3.1-70B-Instruct",
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)
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@pytest.mark.asyncio
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async def test_register_nonexistent_model(self, inference_stack):
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_, models_impl = inference_stack
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# Try to register a non-existent model
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with pytest.raises(Exception) as exc_info:
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await models_impl.register_model(
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model_id="Llama3-NonExistent-Model",
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)
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@pytest.mark.asyncio
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async def test_update_model(self, inference_stack):
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_, models_impl = inference_stack
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# Register a model to update
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model_id = CoreModelId.llama3_1_8b_instruct.value
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old_model = await models_impl.register_model(model_id=model_id)
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# Update the model
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new_model_id = CoreModelId.llama3_2_3b_instruct.value
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updated_model = await models_impl.update_model(
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model_id=model_id, provider_model_id=new_model_id
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)
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# Retrieve the updated model to verify changes
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assert updated_model.provider_resource_id != old_model.provider_resource_id
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# Cleanup
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await models_impl.unregister_model(model_id=model_id)
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