Convert formatting to use ruff instead of yapf + isort (#26247)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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@@ -19,13 +19,15 @@ prompts = ["The chef prepared a delicious meal."]
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def llm():
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# pytest caches the fixture so we use weakref.proxy to
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# enable garbage collection
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llm = LLM(model=MODEL_NAME,
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max_num_batched_tokens=32768,
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tensor_parallel_size=1,
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gpu_memory_utilization=0.75,
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enforce_eager=True,
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trust_remote_code=True,
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seed=0)
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llm = LLM(
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model=MODEL_NAME,
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max_num_batched_tokens=32768,
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tensor_parallel_size=1,
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gpu_memory_utilization=0.75,
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enforce_eager=True,
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trust_remote_code=True,
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seed=0,
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)
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yield weakref.proxy(llm)
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@@ -36,21 +38,20 @@ def llm():
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@pytest.mark.skip_global_cleanup
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def test_pooling_params(llm: LLM):
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def get_outputs(softmax):
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outputs = llm.reward(prompts,
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pooling_params=PoolingParams(softmax=softmax),
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use_tqdm=False)
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outputs = llm.reward(
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prompts, pooling_params=PoolingParams(softmax=softmax), use_tqdm=False
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)
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return torch.cat([x.outputs.data for x in outputs])
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default = get_outputs(softmax=None)
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w_softmax = get_outputs(softmax=True)
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wo_softmax = get_outputs(softmax=False)
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assert torch.allclose(default, w_softmax,
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atol=1e-2), "Default should use softmax."
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assert not torch.allclose(w_softmax, wo_softmax,
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atol=1e-2), "wo_softmax should not use softmax."
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assert torch.allclose(
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softmax(wo_softmax), w_softmax,
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atol=1e-2), "w_softmax should be close to softmax(wo_softmax)."
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assert torch.allclose(default, w_softmax, atol=1e-2), "Default should use softmax."
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assert not torch.allclose(w_softmax, wo_softmax, atol=1e-2), (
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"wo_softmax should not use softmax."
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)
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assert torch.allclose(softmax(wo_softmax), w_softmax, atol=1e-2), (
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"w_softmax should be close to softmax(wo_softmax)."
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)
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