Travis Addair

Cofounder of Predibase

Starred Projects (40)

MCTS-DPO by YuxiXie

Research paper code for MCTS-boosted reasoning via DPO

Created 1 year ago

Updated 1 year ago

verl by volcengine

RL training library for LLMs

hammer:

yiranwu0:

luiscape:

binarybana:

Created 10 months ago

Updated 1 day ago

rStar by microsoft

Research paper repo for math reasoning in small LLMs via deep thinking

winglian:

hiyouga:

Created 1 year ago

Updated 13 hours ago

ThunderKittens by HazyResearch

CUDA kernel framework for fast deep learning primitives

karpathy:

gakonst:

luiscape:

albertfgu:

Created 1 year ago

Updated 2 days ago

repeng by vgel

Python library for representation engineering control vectors

jph00:

willccbb:

winglian:

Created 1 year ago

Updated 7 months ago

outlines by dottxt-ai

SDK for structured LLM text generation

tobi:

kerollmops:

willingc:

jn2clark:

Created 2 years ago

Updated 19 hours ago

flashinfer by flashinfer-ai

Kernel library for LLM serving

hammer:

JustinLin610:

luiscape:

youkaichao:

Created 2 years ago

Updated 7 hours ago

llm_distillation_playbook by predibase

LLM distillation guide for production applications

eugeneyan:

Created 1 year ago

Updated 1 year ago

optimum-nvidia by huggingface

SDK for optimized inference on NVIDIA hardware

tobi:

philschmid:

mfuntowicz:

Created 1 year ago

Updated 6 months ago

lorax by predibase

Multi-LoRA inference server for serving 1000s of fine-tuned LLMs

binarybana:

chiphuyen:

hammer:

JustinLin610:

Created 1 year ago

Updated 3 months ago

evaporate by HazyResearch

Code and data for a research paper on using LLMs to generate structured views of data lakes

transitive-bullshit:

omarsar:

jerryjliu:

hammer:

Created 2 years ago

Updated 1 year ago

safari by HazyResearch

Research paper implementations for sequence modeling with convolutions

jiamings:

victortaelin:

winglian:

hammer:

Created 2 years ago

Updated 1 year ago

text-generation-inference by huggingface

Rust/Python/gRPC server for fast LLM text generation

tobi:

clmnt:

tjbck:

chiphuyen:

Created 2 years ago

Updated 6 hours ago

lance by lancedb

Columnar data format for ML/LLMs, implemented in Rust

eddyxu:

luiscape:

samuelcolvin:

simonw:

Created 3 years ago

Updated 9 hours ago

sdk-python by temporalio

Python SDK for Temporal, a distributed orchestration engine

MagMueller:

winglian:

Created 3 years ago

Updated 16 hours ago

sqlflow by sql-machine-learning

Compiler for AI workflows using SQL

ekzhang:

AntonOsika:

parasj:

transitive-bullshit:

Created 7 years ago

Updated 1 year ago

hummingbird by microsoft

Compiler for trained ML models into tensor computation

chiphuyen:

parano:

ankane:

hammer:

Created 5 years ago

Updated 1 month ago

pytorch-image-models by huggingface

PyTorch image model collection with training, eval, and inference scripts

clmnt:

karpathy:

osanseviero:

Jiayi-Pan:

Created 6 years ago

Updated 2 weeks ago

xg2xg by jhuangtw

Lookup table for tech/services, by ex-Googlers

norvig:

aravindsrinivas:

ericjang:

gakonst:

Created 9 years ago

Updated 3 months ago

kuberay by ray-project

Kubernetes operator for Ray application deployment

pcmoritz:

luiscape:

Created 4 years ago

Updated 8 hours ago

mistral by stanford-crfm

Framework for large language model training

clmnt:

osanseviero:

infwinston:

parasj:

Created 4 years ago

Updated 1 year ago

captum by pytorch

PyTorch library for model interpretability research

eugeneyan:

gakonst:

luiscape:

chiphuyen:

Created 6 years ago

Updated 1 week ago

alibi by SeldonIO

Python library for ML model inspection and interpretation

chiphuyen:

ebursztein:

luiscape:

hammer:

Created 6 years ago

Updated 2 months ago

FEDOT by aimclub

AutoML framework for automated modeling and machine learning

Created 5 years ago

Updated 3 days ago

feast by feast-dev

Open-source feature store for AI/ML

quincylarson:

transitive-bullshit:

jeffchuber:

tunguz:

Created 6 years ago

Updated 12 hours ago

ray by ray-project

AI compute engine for scaling Python and AI applications

hsbt:

gregpr07:

hiyouga:

eddyxu:

Created 8 years ago

Updated 6 hours ago

DeepLearningExamples by NVIDIA

Deep learning examples for training and deployment

pgarbacki:

khou22:

omarsar:

JohannesHa:

Created 7 years ago

Updated 1 year ago

volcano by volcano-sh

Kubernetes batch scheduler for AI/ML/DL, big data, and HPC workloads

hammer:

luiscape:

Created 6 years ago

Updated 1 day ago

glow by openai

Generative flow research paper code

lilianweng:

patrick-kidger:

Edward-Sun:

chenlin9:

Created 7 years ago

Updated 1 year ago

apex by NVIDIA

PyTorch extension for streamlined mixed precision & distributed training

aravindsrinivas:

JohannesHa:

hammer:

hiyouga:

Created 7 years ago

Updated 1 week ago

pytorch-lightning by Lightning-AI

Deep learning framework for pretraining, finetuning, and deploying AI models

albertfgu:

soldni:

omarsar:

zhangce:

Created 6 years ago

Updated 7 hours ago

DeepSpeed by deepspeedai

Deep learning optimization library for distributed training and inference

aravindsrinivas:

ValentaTomas:

winglian:

stas00:

Created 5 years ago

Updated 9 hours ago

thinc by explosion

DL library for composing models, emphasizing functional programming

osanseviero:

transitive-bullshit:

rstojnic:

ankane:

Created 11 years ago

Updated 1 month ago

metaflow by Netflix

Framework for building and managing AI/ML systems

omarsar:

winglian:

willingc:

infwinston:

Created 6 years ago

Updated 22 hours ago

fairseq by facebookresearch

Sequence modeling toolkit for translation, language modeling, and text generation research

lilianweng:

aravindsrinivas:

tjbck:

pathak22:

Created 8 years ago

Updated 2 months ago

spaCy by explosion

NLP library for production applications

aravindsrinivas:

fchollet:

nirga:

jn2clark:

Created 11 years ago

Updated 3 months ago

tensorflow by tensorflow

Open-source ML framework

norvig:

aravindsrinivas:

karpathy:

bcherny:

Created 9 years ago

Updated 6 hours ago

ludwig by ludwig-ai

Low-code framework for custom AI models (LLMs, neural networks)

aravindsrinivas:

winglian:

w4nderlust:

wesm:

Created 6 years ago

Updated 3 days ago

petastorm by uber

Data access library for deep learning model training/evaluation from Apache Parquet datasets

jn2clark:

omarsar:

luiscape:

wesm:

Created 7 years ago

Updated 2 weeks ago

horovod by horovod

Distributed training framework for TF, Keras, PyTorch, and MXNet

aravindsrinivas:

fchollet:

winglian:

transitive-bullshit:

Created 8 years ago

Updated 4 weeks ago

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