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:88618Issues:673Issues:7100

diffusers

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

Language:PythonLicense:Apache-2.0Stargazers:23930Issues:191Issues:3760

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:10860Issues:194Issues:2139

tini

A tiny but valid `init` for containers

gpt-neox

An implementation of model parallel autoregressive transformers on GPUs, based on the Megatron and DeepSpeed libraries

Language:PythonLicense:Apache-2.0Stargazers:6695Issues:121Issues:429

metaseq

Repo for external large-scale work

Language:PythonLicense:MITStargazers:6423Issues:110Issues: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:6197Issues:67Issues:1625

growthbook

Open Source Feature Flagging and A/B Testing Platform

Language:TypeScriptLicense:NOASSERTIONStargazers:5768Issues:31Issues:782

FasterTransformer

Transformer related optimization, including BERT, GPT

Language:C++License:Apache-2.0Stargazers:5635Issues:65Issues:623

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:3433Issues:30Issues:250

mctx

Monte Carlo tree search in JAX

Language:PythonLicense:Apache-2.0Stargazers:2256Issues:30Issues:46

k-diffusion

Karras et al. (2022) diffusion models for PyTorch

Language:PythonLicense:MITStargazers:2174Issues:41Issues:62

hivemind

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

Language:PythonLicense:MITStargazers:1879Issues:57Issues:160

Megatron-DeepSpeed

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

Language:PythonLicense:NOASSERTIONStargazers:1723Issues:24Issues:169

TurboTransformers

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

Language:C++License:NOASSERTIONStargazers:1452Issues:41Issues:118

functorch

functorch is JAX-like composable function transforms for PyTorch.

Language:Jupyter NotebookLicense:BSD-3-ClauseStargazers:1380Issues:27Issues:520

Megatron-DeepSpeed

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

Language:PythonLicense:NOASSERTIONStargazers:1270Issues:24Issues:143

keras-core

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

Language:PythonLicense:Apache-2.0Stargazers:1270Issues:27Issues:172

gpu-burn

Multi-GPU CUDA stress test

Language:C++License:BSD-2-ClauseStargazers:1251Issues:17Issues:70

filesystem_spec

A specification that python filesystems should adhere to.

Language:PythonLicense:BSD-3-ClauseStargazers:945Issues:22Issues:667

dust

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

Language:TypeScriptLicense:MITStargazers:898Issues:17Issues:863

timeout-decorator

Timeout decorator for Python

Language:PythonLicense:MITStargazers:615Issues:12Issues:50

nginx-s3-gateway

NGINX S3 Caching Gateway

Language:JavaScriptLicense:Apache-2.0Stargazers:464Issues:18Issues:102

fairing

Python SDK for building, training, and deploying ML models

Language:JsonnetLicense:Apache-2.0Stargazers:337Issues:39Issues:296

ansible-role-rke2

Ansible Role to install RKE2 Kubernetes.

Language:JinjaLicense:MITStargazers:270Issues:17Issues:72
Language:PythonLicense:Apache-2.0Stargazers:213Issues:10Issues:12

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:182Issues: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:51Issues:6Issues:33