Morgan Funtowicz

Head of ML Optimizations at Hugging Face

Starred Projects (24)

lighteval by huggingface

LLM evaluation toolkit for multiple backends

luiscape:

shizhediao:

abidlabs:

mlabonne:

Created 1 year ago

Updated 1 day ago

TensorRT-Model-Optimizer by NVIDIA

Library for optimizing deep learning models for GPU inference

luiscape:

WoosukKwon:

Created 1 year ago

Updated 10 hours ago

maxtext by AI-Hypercomputer

Jax LLM for high-performance, scalable training/inference on TPUs/GPUs

ebursztein:

sebastiandero:

Edward-Sun:

jph00:

Created 2 years ago

Updated 11 hours ago

optimum-quanto by huggingface

PyTorch quantization backend for Hugging Face models

jph00:

codekansas:

osanseviero:

thomwolf:

Created 2 years ago

Updated 1 week ago

optimum-nvidia by huggingface

SDK for optimized inference on NVIDIA hardware

tobi:

tgaddair:

philschmid:

Created 2 years ago

Updated 9 months ago

iree by iree-org

MLIR-based compiler and runtime toolkit for machine learning models

ogabrielluiz:

parano:

infwinston:

claforte:

Created 6 years ago

Updated 11 hours ago

FasterTransformer by NVIDIA

Optimized transformer library for inference

nat:

chiphuyen:

JustinLin610:

codekansas:

Created 4 years ago

Updated 1 year ago

milvus by milvus-io

Cloud-native vector database for scalable ANN search

luiscape:

xiaofan-luan:

jeresig:

ekzhu:

Created 6 years ago

Updated 9 hours ago

sentence-transformers by huggingface

Framework for text embeddings, retrieval, and reranking

julien-c:

chiphuyen:

luiscape:

didierrlopes:

Created 6 years ago

Updated 1 week ago

deduplicate-text-datasets by google-research

Rust CLI tool for language model dataset deduplication

bryanhelmig:

jph00:

hammer:

Created 4 years ago

Updated 1 year ago

neural-compressor by intel

Python library for model compression (quantization, pruning, distillation, NAS)

JustinLin610:

chiphuyen:

gakonst:

parano:

Created 5 years ago

Updated 10 hours ago

lit by PAIR-code

Interactive ML model analysis tool for understanding model behavior

chiphuyen:

ogabrielluiz:

shizhediao:

hammer:

Created 5 years ago

Updated 2 months ago

openvino by openvinotoolkit

Open source toolkit for optimizing and deploying AI inference

hiyouga:

Created 7 years ago

Updated 13 hours ago

DeepSpeed by deepspeedai

Deep learning optimization library for distributed training and inference

aravindsrinivas:

ValentaTomas:

winglian:

stas00:

Created 5 years ago

Updated 22 hours ago

netron by lutzroeder

Model visualizer for neural networks, deep learning, and ML

casper-hansen:

hammer:

guberti:

soldni:

Created 15 years ago

Updated 14 hours ago

server by triton-inference-server

AI model inference serving optimized for cloud and edge

hammer:

tjbck:

Edward-Sun:

jn2clark:

Created 7 years ago

Updated 10 hours ago

datasets by huggingface

Access and process large AI datasets efficiently

clmnt:

chiphuyen:

transitive-bullshit:

gakonst:

Created 5 years ago

Updated 1 day ago

node-question-answering by huggingface

Fast question answering for Node.js

clmnt:

chuanli11:

srush:

luiscape:

Created 5 years ago

Updated 2 years ago

flax by google

NN library for JAX, designed for flexibility in neural network research

charliermarsh:

codekansas:

Jiayi-Pan:

jaredpalmer:

Created 5 years ago

Updated 17 hours ago

tokenizers by huggingface

Fast tokenizer library optimized for research and production

clmnt:

syrusakbary:

transitive-bullshit:

JohannesHa:

Created 6 years ago

Updated 2 weeks 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 9 hours ago

transformers by huggingface

ML library for pretrained model inference and training

clmnt:

lilianweng:

karpathy:

tjbck:

Created 7 years ago

Updated 9 hours ago

apex by NVIDIA

PyTorch extension for streamlined mixed precision & distributed training

aravindsrinivas:

JohannesHa:

spartee:

tgaddair:

Created 7 years ago

Updated 5 days ago

CNTK by microsoft

Deep-learning toolkit for neural networks as directed computational graphs

bcherny:

tiangolo:

luiscape:

parano:

Created 10 years ago

Updated 2 years ago

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