For the complete documentation index, see llms.txt. Markdown versions of all pages are available by appending .md to any URL (e.g. /max/get-started.md).

Mojo module

sampling

Provides token-sampling utilities including logit-penalty application and repetition-penalty kernels.

Functions

• ​apply_penalties_to_logits: Apply penalties to the logits based on the frequency of the tokens in the batch.
• ​update_frequency_data: Update the frequency data for the given new tokens.
• ​update_frequency_data_kernel: GPU kernel to update token frequency data in CSR format.

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