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[Bugfix] Better error message for MLPSpeculator when num_speculative_tokens is set too high #5894

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merged 2 commits into from
Jun 28, 2024
Merged

[Bugfix] Better error message for MLPSpeculator when num_speculative_tokens is set too high #5894

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30a3f8c
MLPSpeculator: Better error message when num_speculative_tokens is se…
tdoublep Jun 27, 2024
e8f30f7
Merge branch 'main' into mlp-error-msg
tdoublep Jun 28, 2024
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6 changes: 3 additions & 3 deletions vllm/config.py
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Original file line number Diff line number Diff line change
Expand Up @@ -951,9 +951,9 @@ def maybe_create_spec_config(
# Verify provided value doesn't exceed the maximum
# supported by the draft model.
raise ValueError(
"Expected both speculative_model and "
"num_speculative_tokens to be provided, but found "
f"{speculative_model=} and {num_speculative_tokens=}.")
"This speculative model supports a maximum of "
f"num_speculative_tokens={n_predict}, but "
f"{num_speculative_tokens=} was provided.")

draft_model_config.max_model_len = (
SpeculativeConfig._maybe_override_draft_max_model_len(
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