Charles Foster's repositories

CLAP

Contrastive Language-Audio Pretraining

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simple-diffusion-model

Pedagogical codebase for a simplified score-based generative model design, with training loop

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humongous-rs

A Rust pipeline for extracting HUMONGOUS, a dataset of web-based text extracted from Common Crawl and ready for multilingual language modeling.

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CLIP-S

Contrastive pre-training of speech and transcripts, in the style of CLIP

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simple-parallel-transformer

As it says on the tin, this repo has a simple implementation of a transformer model, with some borrowed efficiency improvements. The purpose is mainly pedagogical.

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CLIP_JAX

Contrastive Language-Image Pretraining

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simple-vq-vae

Pedagogical codebase for a simplified VQ-VAE based on attention and linear interpolation

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uspto_patent_data_parser

A python tool for reading, parsing and finding patent using the United States Patent and Trademark (USPTO) Bulk Data Storage System.

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all-normalization-transformer

A simple Transformer where the softmax has been replaced with normalization

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awesome-NeRF

A curated list of awesome neural radiance fields papers

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chuck

ChucK Music Programming Language

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DynamicGrids.jl

A framework for gridded simulations in Julia

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GPT-Neo-visual-grounding

Visually ground GPT-Neo 1.3b and 2.7b

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gym

A toolkit for developing and comparing reinforcement learning algorithms.

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info

A hub for onboarding & other information.

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ISpy

C# tools for tracking changes to Unity objects, to make synchronization and logging easier.

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new-website

New website for EleutherAI based on Hugo static site generator

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pile-explorer

For exploring the data and documenting its limitations

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pile_united_nations

A script for collecting the United Nations Digital Library dataset in a language modelling friendly format.

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pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

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self-attention-experiments-vision

A project about replicating, evaluating and scaling up self-attention based models in vision.

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SlashMania

OpenXR rhythm game written on Rust

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tolman-eichenbaum-formers

Looking to build out some code inspired by https://openreview.net/forum?id=B8DVo9B1YE0

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transformer-memorization

Experiments quantifying the memorization properties of transformers

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vector-quantize-pytorch

Vector Quantization, in Pytorch

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x-transformers

A simple but complete full-attention transformer with a set of promising experimental features from various papers

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