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Jonathan Schaller's Projects

autoinstructor icon autoinstructor

Experiment with language-assisted tree search and other Instructor tools

guidance-tot icon guidance-tot

Tree-of-thought implementation using https://github.com/guidance-ai/guidance. Includes intermediate representation as Horn clause.

hierarchicalmixers icon hierarchicalmixers

Composable language model layers with support for dilation and stride and MPS backend, in PyTorch

luigi-tools icon luigi-tools

Luigi tools for data engineering and ML pipelines. Task classes for pandas dataframe transformations, model training and prediction, using S3 as a backend.

lzmw-analysis icon lzmw-analysis

Find common subsequence patterns via variant of LZMW compression

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