Adam Karvonen's starred repositories

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SAELens

Training Sparse Autoencoders on Language Models

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levanter

Legible, Scalable, Reproducible Foundation Models with Named Tensors and Jax

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jaxtyping

Type annotations and runtime checking for shape and dtype of JAX/NumPy/PyTorch/etc. arrays. https://docs.kidger.site/jaxtyping/

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toy-models-of-superposition

Notebooks accompanying Anthropic's "Toy Models of Superposition" paper

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fuzzysearch

Find parts of long text or data, allowing for some changes/typos.

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nanoGPT

The simplest, fastest repository for training/finetuning medium-sized GPTs.

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axolotl

Go ahead and axolotl questions

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othello_world

Emergent world representations: Exploring a sequence model trained on a synthetic task

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crypto-algorithms

Basic implementations of standard cryptography algorithms, like AES and SHA-1.

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pycparser

:snake: Complete C99 parser in pure Python

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minisom

:red_circle: MiniSom is a minimalistic implementation of the Self Organizing Maps

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