#nlp #llm #ai #mistral #llama #helper #text-generation

kalosm-sample

A common interface for token sampling and helpers for structered llm sampling

6 releases (3 breaking)

new 0.4.0 Feb 9, 2025
0.3.2 Aug 14, 2024
0.2.1 Feb 28, 2024
0.1.0 Dec 16, 2023

#378 in Machine learning

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402 downloads per month
Used in 12 crates (5 directly)

MIT/Apache

170KB
4.5K SLoC

kalosm-sample

This is a sampling library for Kalosm.

It handles choosing a token from a probability distribution. Samplers can be used to constrain the generation of text for example you can use a sampler to prevent the model from generating the same word twice in a row. Or you could only allow the model to generate a list of single digit numbers.

Dependencies

~1.3–2.3MB
~33K SLoC