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70B model unit test only runs if its downloaded
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@@ -1,6 +1,7 @@
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import asyncio
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from logging import Logger
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from typing import Callable
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import os
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import pytest
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@@ -48,6 +49,25 @@ MODEL_ID = 'mlx-community/Llama-3.3-70B-Instruct-4bit'
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async def model_meta() -> ModelMetadata:
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return await get_model_meta(MODEL_ID)
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def _get_model_size_gb(path: str) -> float:
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"""Calculate total size of directory recursively in GB."""
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total_size = 0
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for dirpath, _, filenames in os.walk(path):
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for filename in filenames:
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filepath = os.path.join(dirpath, filename)
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if os.path.isfile(filepath):
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total_size += os.path.getsize(filepath)
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return total_size / (1024**3) # Convert bytes to GB
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@pytest.mark.skipif(
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not (
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os.path.exists(os.path.expanduser("~/.exo/models/mlx-community--Llama-3.3-70B-Instruct-4bit/"))
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and _get_model_size_gb(os.path.expanduser("~/.exo/models/mlx-community--Llama-3.3-70B-Instruct-4bit/")) > 30
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),
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reason="This test only runs when model mlx-community/Llama-3.3-70B-Instruct-4bit is downloaded"
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)
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async def test_2_runner_inference(
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logger: Logger,
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pipeline_shard_meta: Callable[[int, int], PipelineShardMetadata],
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