Myle Ott (myleott)

myleott

Geek Repo

Location:New York, NY

Home Page:http://myleott.com

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Myle Ott's starred repositories

langchain

🦜🔗 Build context-aware reasoning applications

Language:PythonLicense:MITStargazers:82683Issues:645Issues:6554

diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch and FLAX.

Language:PythonLicense:Apache-2.0Stargazers:22436Issues:182Issues:3470

NeMo

A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Automatic Speech Recognition and Text-to-Speech)

Language:PythonLicense:Apache-2.0Stargazers:10017Issues:184Issues:2045

tini

A tiny but valid `init` for containers

gpt-neox

An implementation of model parallel autoregressive transformers on GPUs, based on the DeepSpeed library.

Language:PythonLicense:Apache-2.0Stargazers:6556Issues:120Issues:420

metaseq

Repo for external large-scale work

Language:PythonLicense:MITStargazers:6382Issues:109Issues:292

chatgpt-mac

ChatGPT for Mac, living in your menubar.

skypilot

SkyPilot: Run LLMs, AI, and Batch jobs on any cloud. Get maximum savings, highest GPU availability, and managed execution—all with a simple interface.

Language:PythonLicense:Apache-2.0Stargazers:5607Issues:65Issues:1498

growthbook

Open Source Feature Flagging and A/B Testing Platform

Language:TypeScriptLicense:NOASSERTIONStargazers:5511Issues:31Issues:732

FasterTransformer

Transformer related optimization, including BERT, GPT

Language:C++License:Apache-2.0Stargazers:5437Issues:63Issues:622

img2dataset

Easily turn large sets of image urls to an image dataset. Can download, resize and package 100M urls in 20h on one machine.

Language:PythonLicense:MITStargazers:3232Issues:30Issues:247

mctx

Monte Carlo tree search in JAX

Language:PythonLicense:Apache-2.0Stargazers:2201Issues:28Issues:45

k-diffusion

Karras et al. (2022) diffusion models for PyTorch

Language:PythonLicense:MITStargazers:2048Issues:44Issues:57

hivemind

Decentralized deep learning in PyTorch. Built to train models on thousands of volunteers across the world.

Language:PythonLicense:MITStargazers:1833Issues:56Issues:159

Megatron-DeepSpeed

Ongoing research training transformer language models at scale, including: BERT & GPT-2

Language:PythonLicense:NOASSERTIONStargazers:1590Issues:22Issues:158

TurboTransformers

a fast and user-friendly runtime for transformer inference (Bert, Albert, GPT2, Decoders, etc) on CPU and GPU.

Language:C++License:NOASSERTIONStargazers:1440Issues:41Issues:118

functorch

functorch is JAX-like composable function transforms for PyTorch.

Language:Jupyter NotebookLicense:BSD-3-ClauseStargazers:1372Issues:28Issues:519

keras-core

A multi-backend implementation of the Keras API, with support for TensorFlow, JAX, and PyTorch.

Language:PythonLicense:Apache-2.0Stargazers:1263Issues:27Issues:171

Megatron-DeepSpeed

Ongoing research training transformer language models at scale, including: BERT & GPT-2

Language:PythonLicense:NOASSERTIONStargazers:1237Issues:24Issues:142

gpu-burn

Multi-GPU CUDA stress test

Language:C++License:BSD-2-ClauseStargazers:1145Issues:18Issues:66

filesystem_spec

A specification that python filesystems should adhere to.

Language:PythonLicense:BSD-3-ClauseStargazers:889Issues:22Issues:652

dust

Amplify your team's potential with customizable and secure AI assistants.

Language:TypeScriptLicense:MITStargazers:848Issues:18Issues:685

timeout-decorator

Timeout decorator for Python

Language:PythonLicense:MITStargazers:604Issues:12Issues:49

nginx-s3-gateway

NGINX S3 Caching Gateway

Language:JavaScriptLicense:Apache-2.0Stargazers:441Issues:18Issues:97

fairing

Python SDK for building, training, and deploying ML models

Language:JsonnetLicense:Apache-2.0Stargazers:334Issues:39Issues:296

ansible-role-rke2

Ansible Role to install RKE2 Kubernetes.

Language:JinjaLicense:MITStargazers:254Issues:17Issues:69
Language:PythonLicense:Apache-2.0Stargazers:181Issues:9Issues:4

pyrallis

Pyrallis is a framework for structured configuration parsing from both cmd and files. Simply define your desired configuration structure as a dataclass and let pyrallis do the rest!

Language:PythonLicense:MITStargazers:180Issues:6Issues:13

subprocess-tee

A subprocess.run drop-in replacement that supports a tee mode, being able to display output in real time while still capturing it. No dependencies needed

Language:PythonLicense:MITStargazers:47Issues:5Issues:31