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Catch case of negative tokens to generate#2985

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tdene merged 2 commits intoNVIDIA:mainfrom
tdene:tde/catch_negative_tokens
Jan 22, 2026
Merged

Catch case of negative tokens to generate#2985
tdene merged 2 commits intoNVIDIA:mainfrom
tdene:tde/catch_negative_tokens

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@tdene tdene commented Jan 16, 2026

What does this PR do ?

The current inference code that assigns a sane num_tokens_to_generate value should it not be specified, can in some cases lead to num_tokens_to_generate < 0. Having a negative value for num_tokens_to_generate breaks subsequent checks, and the engine crashes with tensor indexing errors.

Code that can assign a negative value to num_tokens_to_generate:

        if request.sampling_params.num_tokens_total is not None:
            request.sampling_params.num_tokens_to_generate = (
                request.sampling_params.num_tokens_total - len(request.prompt_tokens)
            )
        if request.sampling_params.num_tokens_to_generate is None:
            request.sampling_params.num_tokens_to_generate = self.context.max_sequence_length - len(
                request.prompt_tokens
            )

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@tdene tdene requested review from a team as code owners January 16, 2026 17:58
@ko3n1g ko3n1g requested a review from a team January 16, 2026 17:58
@ko3n1g ko3n1g added this to the Core 0.16 milestone Jan 16, 2026
@tdene tdene added the Final Review Apply this label to indicate that your PR is ready for final review. label Jan 16, 2026
@tdene tdene enabled auto-merge January 21, 2026 23:41
@tdene tdene added this pull request to the merge queue Jan 22, 2026
@github-merge-queue github-merge-queue bot removed this pull request from the merge queue due to no response for status checks Jan 22, 2026
@tdene tdene added this pull request to the merge queue Jan 22, 2026
Merged via the queue into NVIDIA:main with commit 91ebe29 Jan 22, 2026
46 of 48 checks passed
@tdene tdene deleted the tde/catch_negative_tokens branch January 22, 2026 22:51
daiyaanarfeen pushed a commit to daiyaanarfeen/Megatron-LM that referenced this pull request Feb 23, 2026
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4 participants