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999328be0d
Signed-off-by: Thomas Ortner <boh@zurich.ibm.com> Signed-off-by: Stanislaw Wozniak <stw@zurich.ibm.com> Co-authored-by: Thomas Ortner <boh@zurich.ibm.com> Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com> Co-authored-by: Tyler Michael Smith <tysmith@redhat.com>
42 lines
1.1 KiB
Python
42 lines
1.1 KiB
Python
# SPDX-License-Identifier: Apache-2.0
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import pytest
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from ...utils import check_logprobs_close
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# Path of the checkpoints
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MODELS = [
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"ibm-granite/granite-4.0-tiny-preview",
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]
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@pytest.mark.skip(
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reason="Granite 4.0 is not yet available in huggingface transformers")
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@pytest.mark.parametrize("model", MODELS)
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@pytest.mark.parametrize("dtype", ["float16", "bfloat16"])
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@pytest.mark.parametrize("max_tokens", [64])
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@pytest.mark.parametrize("num_logprobs", [5])
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def test_model_equivalence_to_hf_greedy(
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hf_runner,
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vllm_runner,
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example_prompts,
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model: str,
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dtype: str,
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max_tokens: int,
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num_logprobs: int,
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):
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with vllm_runner(model, dtype=dtype) as vllm_model:
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vllm_outputs = vllm_model.generate_greedy_logprobs(
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example_prompts, max_tokens, num_logprobs)
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with hf_runner(model, dtype=dtype) as hf_model:
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hf_outputs = hf_model.generate_greedy_logprobs_limit(
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example_prompts, max_tokens, num_logprobs)
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check_logprobs_close(
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outputs_0_lst=hf_outputs,
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outputs_1_lst=vllm_outputs,
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name_0="hf",
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name_1="vllm",
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)
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