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Sea-Snell's Projects

bert icon bert

TensorFlow code and pre-trained models for BERT

bubbles icon bubbles

Physics simulator of random balls of different masses gravitationally attracted to each other. They exhibit perfectly elastic collisions.

calm-dialogue icon calm-dialogue

Official code for the paper "Context-Aware Language Modeling for Goal-Oriented Dialogue Systems"

easylm icon easylm

Easy to use model parallel large language models in JAX/Flax with pjit support on cloud TPU pods.

grokking icon grokking

unofficial re-implementation of "Grokking: Generalization Beyond Overfitting on Small Algorithmic Datasets"

human-eval icon human-eval

Code for the paper "Evaluating Large Language Models Trained on Code"

jax_v_pytorch icon jax_v_pytorch

comparing Jax (haiku and flax) to PyTorch on simple DL tasks.

jaxseq icon jaxseq

Train very large language models in Jax.

lama-or-duck-ai icon lama-or-duck-ai

This is a feedforward nural network is a 30 x 30 image is of a lam or a duck

micro_config icon micro_config

an opinionated config framework for deep learning based on hierarchical python dataclasses

minima icon minima

Minima is a one-size-fits-all Jekyll theme for writers.

mllibcpp icon mllibcpp

A machine learning library capable of training various deep neural networks (RNNs, LSTMs, DBNs, ect...) on a GPU. It makes use of auto-differentiation algorithms. Written in C++ with OpenCl.

mmlu_jaxseq icon mmlu_jaxseq

MMLU evaluation for language models served with EasyLM

opticssim icon opticssim

Simulator for the optics event in science olympiad division C

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