jbarrow/bert_from_scratch

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Created over 4 years ago
Updated over 1 year ago

jbarrow/bert_from_scratch

jbarrow

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Training BERT from scratch on a Cloud TPU

LambdaNet

Purely functional artificial neural network library implemented in Haskell.

allennlp_tutorial

Tutorial on how to use AllenNLP for sequence modeling (including hierarchical LSTMs and CRF decoding)

mlx-playground

mlx implementations of various transformers, speedups, training

tinyhnsw

build your own vector database -- the littlest hnsw

srt-player

A jQuery plugin for playing SRT files with HTML5 video.

distillate

PDF Extraction Toolkit (wraps and trains LayoutLM)

capstone

Using Recurrent Neural Networks (RNN's) for music and language instruction.

pytorch-reading-group

A reading group/practicum focused on hands-on deep learning for NLP with PyTorch.

Jupyter Notebook

NeuroJet

The computational neuroscience simulation tool from Levy Labs.

reteach

Duolingo SLAM experiments, written in AllenNLP

Jupyter Notebook

checklists

A set of checklists to help with computer science research (NLP and Machine Learning in particular).

multitask

PyTorch library for multitask learning.

minstructor

get structured objects from LLMs -- teaching implementation of the instructor library in python

CHip

A C implementation of a Hippocampus

mlxbert

bert implementation in mlx -- throwback to NLP in 2018

peppermint

minimal transformers/llms for search

gboggle

Genetic Algorithms for finding the best Boggle board given a dictionary.

mnemonic-reader

PDF reader/highlighter with spaced repetition flash cards