Edward Sun

Research Scientist at Meta Superintelligence Lab

Starred Projects (148)

batch_invariant_ops by thinking-machines-lab

Enhance LLM inference determinism

zhyncs:

ekzhang:

willccbb:

zhuohan123:

Created 1 week ago

Updated 1 week ago

claude-quickstarts by anthropics

Quickstarts for Anthropic API application development

chiphuyen:

transitive-bullshit:

mckaywrigley:

willccbb:

Created 1 year ago

Updated 1 day ago

aideml by WecoAI

ML engineering agent for automated AI R&D, surpassing human experts

casper-hansen:

winglian:

Created 1 year ago

Updated 1 month ago

swe-rl by facebookresearch

RL for software evolution

shizhediao:

john-b-yang:

Created 6 months ago

Updated 6 months ago

leaked-system-prompts by jujumilk3

Collection of leaked system prompts for various AI models

jpamorgan:

JustinLin610:

omarsar:

wsxiaoys:

Created 2 years ago

Updated 1 week ago

codex by openai

Coding agent CLI tool for terminal-based chat-driven development

schickling:

jmorganca:

pgarbacki:

chiphuyen:

Created 5 months ago

Updated 15 hours ago

browser-use by browser-use

SDK for AI agent browser control

khou22:

ekzhu:

philschmid:

deshraj:

Created 10 months ago

Updated 1 day ago

hle by centerforaisafety

Multimodal benchmark for frontier human knowledge

Created 7 months ago

Updated 1 month ago

DeepSeek-R1 by deepseek-ai

Reasoning models research paper

shimmyshimmer:

rasbt:

transitive-bullshit:

omarsar:

Created 8 months ago

Updated 2 months ago

LeanDojo by lean-dojo

Machine learning for theorem proving in Lean

gaearon:

Created 2 years ago

Updated 5 days ago

awesome-o1 by srush

Bibliography for OpenAI's o1 project

binarybana:

tjbck:

JohannesHa:

shizhediao:

Created 11 months ago

Updated 10 months ago

Liger-Kernel by linkedin

Triton kernels for efficient LLM training

karpathy:

pgarbacki:

Jiayi-Pan:

WoosukKwon:

Created 1 year ago

Updated 1 day ago

SPPO by uclaml

Self-Play Preference Optimization (SPPO) aligns language models via self-play

JohannesHa:

winglian:

Created 1 year ago

Updated 7 months ago

MathBlackBox by trotsky1997

Research paper for mathematical reasoning via LLMs

bryanhelmig:

philschmid:

winglian:

pgarbacki:

Created 1 year ago

Updated 9 months ago

OpenHands by All-Hands-AI

AI platform for software development agents

truell20:

pgarbacki:

khou22:

yiranwu0:

Created 1 year ago

Updated 15 hours ago

granite-code-models by ibm-granite

Code LLM for code generation, explanation, fixing, and translation

Created 1 year ago

Updated 2 months ago

simple-evals by openai

Lightweight library for evaluating language models

patrickvonplaten:

simonw:

zhyncs:

philschmid:

Created 1 year ago

Updated 1 month ago

ThunderKittens by HazyResearch

CUDA kernel framework for fast deep learning primitives

karpathy:

gakonst:

luiscape:

albertfgu:

Created 1 year ago

Updated 2 days ago

CLIP by openai

Image-text matching model for zero-shot prediction

aravindsrinivas:

transitive-bullshit:

mholt:

mckaywrigley:

Created 4 years ago

Updated 1 year ago

corenet by apple

DNN toolkit for training standard and novel models

zhyncs:

transitive-bullshit:

omarsar:

t3dotgg:

Created 1 year ago

Updated 3 weeks ago

arena-hard-auto by lmarena

Automatic LLM benchmark for instruction-tuned models, correlating with human preference

hiyouga:

pgarbacki:

zhuohan123:

merrymercy:

Created 1 year ago

Updated 2 months ago

penzai by google-deepmind

JAX research toolkit for neural network building, editing, and visualization

chiphuyen:

froystig:

nikiparmar:

kelvich:

Created 1 year ago

Updated 2 months ago

attorch by BobMcDear

PyTorch nn module subset, implemented in Python using Triton

karpathy:

sualehasif:

srush:

comaniac:

Created 2 years ago

Updated 1 month ago

llama3 by meta-llama

*Deprecated* minimal example for loading and running Llama 3 models

tobi:

mckaywrigley:

osanseviero:

simonw:

Created 1 year ago

Updated 7 months ago

llm.c by karpathy

LLM training in pure C/CUDA, no PyTorch needed

norvig:

alexey-milovidov:

didierrlopes:

hiyouga:

Created 1 year ago

Updated 2 months ago

recurrentgemma by google-deepmind

Open-weights language model based on the Griffin architecture

Created 1 year ago

Updated 3 months ago

open-instruct by allenai

Training codebase for instruction-following language models

vincentweisser:

RJT1990:

pgarbacki:

jn2clark:

Created 2 years ago

Updated 16 hours ago

SWE-agent by SWE-agent

Agent for automated software engineering (NeurIPS 2024)

truell20:

hugs:

chiphuyen:

ogabrielluiz:

Created 1 year ago

Updated 2 days ago

JetMoE by myshell-ai

Open-sourced LLM reaching LLaMA2 performance with limited resources

chiphuyen:

jiamings:

thomwolf:

jwyang:

Created 1 year ago

Updated 1 year ago

claude-cookbooks by anthropics

Code & guides for building with Claude

parano:

osanseviero:

transitive-bullshit:

omarsar:

Created 2 years ago

Updated 1 day ago

megablocks by databricks

Lightweight library for mixture-of-experts (MoE) training

mateiz:

hiyouga:

jfrankle:

CodeCreator:

Created 2 years ago

Updated 2 months ago

grain by google

Python library for ML training data pipelines

lucidrains:

hammer:

Created 3 years ago

Updated 22 hours ago

maxtext by AI-Hypercomputer

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

sebastiandero:

jph00:

transitive-bullshit:

omarsar:

Created 2 years ago

Updated 15 hours ago

levanter by marin-community

Framework for training foundation models with JAX

pcmoritz:

Jiayi-Pan:

thomwolf:

chiphuyen:

Created 3 years ago

Updated 17 hours ago

unsloth by unslothai

Finetuning tool for LLMs, targeting speed and memory efficiency

tobi:

karpathy:

gregpr07:

jeffchuber:

Created 1 year ago

Updated 13 hours ago

grok-1 by xai-org

JAX example code for loading and running Grok-1 open-weights model

geohot:

yiranwu0:

omarsar:

handotdev:

Created 1 year ago

Updated 1 year ago

github2file by QuixiAI

CLI tool for extracting GitHub repo code to a single file

Created 1 year ago

Updated 7 months ago

transformer-debugger by openai

Tool for language model behavior investigation

aangelopoulos:

chiphuyen:

transitive-bullshit:

swyxio:

Created 1 year ago

Updated 1 year ago

flash-linear-attention by fla-org

Efficient Torch/Triton implementations for linear attention models

hiyouga:

xiezhq-hermann:

zhyncs:

yang-song:

Created 1 year ago

Updated 2 days ago

DiT by facebookresearch

PyTorch implementation for diffusion models with transformers (DiT)

shizhediao:

patrickvonplaten:

aangelopoulos:

JustinLin610:

Created 2 years ago

Updated 1 year ago

DeepSeek-Math by deepseek-ai

Math reasoning model for competition-level problems

omarsar:

huybery:

Created 1 year ago

Updated 1 year ago

LLMTest_NeedleInAHaystack by gkamradt

LLM testing tool for evaluating in-context retrieval accuracy

winglian:

hiyouga:

huybery:

omarsar:

Created 1 year ago

Updated 1 year ago

weak-to-strong by openai

Weak-to-strong generalization research paper implementation

jaredpalmer:

vincentweisser:

Jiayi-Pan:

omarsar:

Created 1 year ago

Updated 1 year ago

gpt-fast by meta-pytorch

PyTorch text generation for efficient transformer inference

karpathy:

antiagainst:

jamesr66a:

merrymercy:

Created 1 year ago

Updated 3 weeks ago

hallucination-leaderboard by vectara

LLM leaderboard for hallucination detection in summarization

hammer:

amin3141:

jerryjliu:

chiphuyen:

Created 1 year ago

Updated 1 day ago

OpenRLHF by OpenRLHF

RLHF framework for scalable training of large language models

parano:

vincentweisser:

binarybana:

Ying1123:

Created 2 years ago

Updated 3 days ago

gpt_paper_assistant by tatsu-lab

ArXiv scanner using GPT-4 for personalized paper recommendations

rodrigosnader:

hiyouga:

Ying1123:

soldni:

Created 1 year ago

Updated 1 year ago

mlc-llm by mlc-ai

Universal LLM deployment engine with ML compilation

tobi:

osanseviero:

zhiyuan8:

zhuohan123:

Created 2 years ago

Updated 1 day ago

DeepSeek-Coder by deepseek-ai

Code LLM for code completion and generation

willingc:

transitive-bullshit:

Ying1123:

junxiaosong:

Created 1 year ago

Updated 1 year ago

Eureka by eureka-research

LLM-based reward design for reinforcement learning

chiphuyen:

Created 2 years ago

Updated 1 year ago

JudgeLM by baaivision

LLM judge for evaluating LLM-generated answers

Created 1 year ago

Updated 7 months ago

PiPPy by pytorch

PyTorch tool for pipeline parallelism

yang-song:

jph00:

JohannesHa:

stas00:

Created 3 years ago

Updated 1 year ago

UltraFeedback by OpenBMB

Preference dataset for training reward/critique models

casper-hansen:

Created 2 years ago

Updated 1 year ago

LLaVA-RLHF by llava-rlhf

Open-source RLHF-trained large multimodal model for visual/language understanding

Created 2 years ago

Updated 1 year ago

AutoGPTQ by AutoGPTQ

LLM quantization package using GPTQ algorithm

vincentweisser:

youkaichao:

chiphuyen:

osanseviero:

Created 2 years ago

Updated 5 months ago

LRV-Instruction by FuxiaoLiu

Instruction tuning research paper for mitigating hallucination in large multimodal models

Created 2 years ago

Updated 1 year ago

dolma by allenai

Toolkit for curating datasets for language model pre-training

chiphuyen:

omarsar:

hammer:

soldni:

Created 2 years ago

Updated 2 days ago

factool by GAIR-NLP

Factuality detection tool for generative AI

omarsar:

Created 2 years ago

Updated 1 year ago

llama-cookbook by meta-llama

Guide for building with Llama models

alexchen4ai:

didierrlopes:

transitive-bullshit:

ValentaTomas:

Created 2 years ago

Updated 1 day ago

RedPajama-Data by togethercomputer

Dataset pipeline for training large language models

nat:

alexey-milovidov:

CodeCreator:

chiphuyen:

Created 2 years ago

Updated 9 months ago

vllm by vllm-project

LLM serving engine for high-throughput, memory-efficient inference

karpathy:

clmnt:

tobi:

danielhanchen:

Created 2 years ago

Updated 13 hours ago

text-generation-inference by huggingface

Rust/Python/gRPC server for fast LLM text generation

tobi:

clmnt:

tjbck:

chiphuyen:

Created 2 years ago

Updated 1 day ago

alpaca_eval by tatsu-lab

Automatic evaluator for instruction-following language models

philschmid:

shizhediao:

natolambert:

bhancock8:

Created 2 years ago

Updated 1 month ago

AGIEval by ruixiangcui

Benchmark for evaluating foundation models on human-centric tasks

chiphuyen:

Created 2 years ago

Updated 1 year ago

prm800k by openai

Dataset of LLM solutions to math problems with step-level correctness labels

hiyouga:

Jiayi-Pan:

jph00:

pgarbacki:

Created 2 years ago

Updated 2 years ago

lm-human-preferences by openai

Code for fine-tuning language models using human preferences

aravindsrinivas:

eugeneyan:

chenlin9:

shizhediao:

Created 6 years ago

Updated 2 years ago

qlora by artidoro

Finetuning tool for quantized LLMs

tobi:

chiphuyen:

vincentweisser:

jph00:

Created 2 years ago

Updated 1 year ago

alpaca_farm by tatsu-lab

RLHF simulation framework for accessible instruction-following/alignment research

chiphuyen:

pgarbacki:

jph00:

pirroh:

Created 2 years ago

Updated 1 year ago

FLARE by jzbjyb

Research paper implementation for active retrieval-augmented generation

tholor:

hammer:

transitive-bullshit:

Created 2 years ago

Updated 1 year ago

lit-llama by Lightning-AI

LLaMA implementation for pretraining, finetuning, and inference

karpathy:

pgarbacki:

codekansas:

gakonst:

Created 2 years ago

Updated 2 months ago

Dromedary by IBM

Self-aligned language model research paper with minimal human supervision

zhuohan123:

JustinLin610:

lewtun:

Created 2 years ago

Updated 22 hours ago

StableLM by Stability-AI

Language models by Stability AI

geohot:

vincentweisser:

casper-hansen:

calvinfo:

Created 2 years ago

Updated 1 year ago

MiniGPT-4 by Vision-CAIR

Vision-language model for multi-task learning

pgarbacki:

forresti:

jn2clark:

hiyouga:

Created 2 years ago

Updated 1 year ago

gpt-neox by EleutherAI

Framework for training large-scale autoregressive language models

hammer:

stas00:

gakonst:

transitive-bullshit:

Created 4 years ago

Updated 2 days ago

pythia by EleutherAI

LLM suite for interpretability, learning dynamics, ethics, and transparency research

hammer:

osanseviero:

calvinfo:

vincentweisser:

Created 3 years ago

Updated 3 months ago

consistency_models by openai

PyTorch code for consistency models research paper

codekansas:

patrickvonplaten:

JustinLin610:

ablattmann:

Created 2 years ago

Updated 1 year ago

RWKV-LM by BlinkDL

RNN for LLM, transformer-level performance, parallelizable training

geohot:

danielgross:

nat:

sxyu:

Created 4 years ago

Updated 3 days ago

semantic-kernel by microsoft

SDK for building intelligent AI agents and multi-agent systems

ekzhu:

omarsar:

JustinLin610:

jrk:

Created 2 years ago

Updated 1 day ago

open_flamingo by mlfoundations

Open-source framework for training large multimodal models

chiphuyen:

winglian:

osanseviero:

hammer:

Created 2 years ago

Updated 1 year ago

hh-rlhf by anthropics

RLHF dataset for training safe AI assistants

chiphuyen:

soldni:

vincentweisser:

transitive-bullshit:

Created 3 years ago

Updated 3 months ago

EasyLM by young-geng

LLM training/finetuning framework in JAX/Flax

Jiayi-Pan:

chiphuyen:

shizhediao:

zhuohan123:

Created 2 years ago

Updated 1 year ago

transformers-bloom-inference by huggingface

Inference solutions for BLOOM models

soldni:

chuanli11:

philschmid:

stas00:

Created 3 years ago

Updated 11 months ago

FastChat by lm-sys

Open platform for training, serving, and evaluating LLM-based chatbots

aangelopoulos:

osanseviero:

natolambert:

lewtun:

Created 2 years ago

Updated 3 months ago

gpt4all by nomic-ai

Desktop app for local LLM inference, no GPU/API needed

willingc:

zhiyuan8:

osanseviero:

antirez:

Created 2 years ago

Updated 3 months ago

LLM-As-Chatbot by deep-diver

Chatbot service for open-source instruction-following LLMs

ogabrielluiz:

hammer:

lysandrejik:

wassemgtk:

Created 2 years ago

Updated 1 year ago

AlpacaDataCleaned by gururise

Cleaned dataset for Alpaca LLM training

tobi:

osanseviero:

JustinLin610:

winglian:

Created 2 years ago

Updated 2 years ago

dolly by databrickslabs

Instruction-following LLM trained on the Databricks Machine Learning Platform

mateiz:

pgarbacki:

willingc:

JustinLin610:

Created 2 years ago

Updated 2 years ago

OpenChatKit by togethercomputer

Open-source toolkit for building specialized/general-purpose chat models

AntonOsika:

pgarbacki:

winglian:

casper-hansen:

Created 2 years ago

Updated 1 year ago

openai-python by openai

Python SDK for the OpenAI API

gvanrossum:

vanpelt:

max-agenthub:

nirga:

Created 4 years ago

Updated 1 day ago

chatgpt-retrieval-plugin by openai

Retrieval plugin for custom GPTs, function calling, or assistants APIs

nat:

nirga:

developit:

jaredpalmer:

Created 2 years ago

Updated 1 year ago

stanford_alpaca by tatsu-lab

Instruction-following LLaMA model training and data generation

karpathy:

john-b-yang:

pgarbacki:

osanseviero:

Created 2 years ago

Updated 1 year ago

evals by openai

Framework for evaluating LLMs and LLM systems, plus benchmark registry

aangelopoulos:

chiphuyen:

agola11:

taranjeet:

Created 2 years ago

Updated 9 months ago

TaskMatrix by chenfei-wu

Visual ChatGPT connects LLMs to visual foundation models

chiphuyen:

taranjeet:

parano:

hiyouga:

Created 2 years ago

Updated 1 year ago

safari by HazyResearch

Research paper implementations for sequence modeling with convolutions

tgaddair:

jiamings:

victortaelin:

winglian:

Created 2 years ago

Updated 1 year ago

FasterTransformer by NVIDIA

Optimized transformer library for inference

nat:

chiphuyen:

JustinLin610:

mfuntowicz:

Created 4 years ago

Updated 1 year ago

argilla by argilla-io

Collaboration tool for building high-quality AI datasets

osanseviero:

chiphuyen:

gakonst:

nirga:

Created 4 years ago

Updated 3 days ago

automatic_prompt_engineer by keirp

Automatic prompt engineer for LLM instruction generation

shyamal-anadkat:

transitive-bullshit:

ekzhu:

infwinston:

Created 2 years ago

Updated 1 year ago

unilm by microsoft

Foundation models for language, vision, speech, and multimodal tasks

jph00:

AlexCheema:

chiphuyen:

osanseviero:

Created 6 years ago

Updated 2 months ago

fastRAG by IntelLabs

RAG research framework for efficient generative pipelines

tholor:

transitive-bullshit:

omarsar:

hammer:

Created 2 years ago

Updated 8 months ago

MiniChain by srush

Tiny library for coding with large language models

soldni:

hiyouga:

lysandrejik:

jph00:

Created 2 years ago

Updated 1 year ago

llama by meta-llama

Inference code for Llama 2 models (deprecated)

froystig:

xiezhq-hermann:

fabhed:

borzunov:

Created 2 years ago

Updated 7 months ago

LAVIS by salesforce

Library for language-vision AI research

chiphuyen:

simonw:

transitive-bullshit:

ogabrielluiz:

Created 3 years ago

Updated 10 months ago

fromage by kohjingyu

Multimodal model for grounding language models to images

binarybana:

transitive-bullshit:

Jiayi-Pan:

osanseviero:

Created 2 years ago

Updated 1 year ago

grade-school-math by openai

Dataset for grade school math word problems

hiyouga:

infwinston:

omarsar:

Created 3 years ago

Updated 1 year ago

FlexLLMGen by FMInference

High-throughput generation engine for LLMs with limited GPU memory

chiphuyen:

jrk:

jph00:

parano:

Created 2 years ago

Updated 10 months ago

ControlNet by lllyasviel

Neural network structure for adding conditional control to diffusion models

vincentweisser:

codekansas:

louisgv:

ogabrielluiz:

Created 2 years ago

Updated 1 year ago

OFA by OFA-Sys

Unified sequence-to-sequence model for cross-modality, vision, and language tasks

hammer:

Jiayi-Pan:

shizhediao:

jinze1994:

Created 3 years ago

Updated 1 year ago

tiktoken by openai

Fast BPE tokenizer for OpenAI models

nat:

gregpr07:

chuanli11:

hammer:

Created 2 years ago

Updated 2 weeks ago

parallelformers by tunib-ai

Toolkit for easy model parallelization

soldni:

parasj:

patrickvonplaten:

julien-c:

Created 4 years ago

Updated 2 years ago

hard-prompts-made-easy by YuxinWenRick

Prompt optimizer for text-to-image generation

andreasjansson:

omarsar:

Created 2 years ago

Updated 2 years ago

ama_prompting by HazyResearch

Language model prompting strategy research paper

shizhediao:

omarsar:

hammer:

Created 3 years ago

Updated 2 years ago

openai-cookbook by openai

Examples for using the OpenAI API

deshraj:

0hq:

sb2nov:

nirga:

Created 3 years ago

Updated 1 day ago

flash-attention by Dao-AILab

Fast, memory-efficient attention implementation

karpathy:

Jiayi-Pan:

zhiyuan8:

alexchen4ai:

Created 3 years ago

Updated 1 day ago

smoothquant by mit-han-lab

Post-training quantization research paper for large language models

zhyncs:

zhiyuan8:

gakonst:

forresti:

Created 2 years ago

Updated 1 year ago

point-e by openai

Diffusion model for 3D point cloud generation from prompts

chenlin9:

forresti:

kerollmops:

ablattmann:

Created 2 years ago

Updated 1 year ago

helm by stanford-crfm

Open-source Python framework for holistic evaluation of foundation models

teetone:

hiyouga:

chiphuyen:

pgarbacki:

Created 3 years ago

Updated 14 hours ago

nanoGPT by karpathy

Minimalist repo for training/finetuning GPT models

tobi:

danielgross:

chiphuyen:

ankane:

Created 2 years ago

Updated 9 months ago

jaxformer by salesforce

JAX library for LLM training on TPUs

hammer:

froystig:

Created 3 years ago

Updated 1 year ago

dpm-solver by LuChengTHU

Fast ODE solver for diffusion probabilistic model sampling

Ying1123:

merrymercy:

patrickvonplaten:

PiotrDabkowski:

Created 3 years ago

Updated 1 year ago

k-diffusion by crowsonkb

PyTorch implementation of Karras et al. (2022) diffusion models

jiamings:

parano:

luiscape:

wongmjane:

Created 3 years ago

Updated 8 months ago

glide-text2im by openai

Text-conditional image synthesis model from research paper

ShengjiaZhao:

patrickvonplaten:

Jiayi-Pan:

JustinLin610:

Created 3 years ago

Updated 1 year ago

stablediffusion-infinity by lkwq007

Web app for Stable Diffusion outpainting on infinite canvas

chuanli11:

patrickvonplaten:

jaretburkett:

Created 3 years ago

Updated 2 years ago

PhiFlow by tum-pbs

Differentiable PDE solving framework for ML research

lantiga:

soumith:

rromb:

Created 5 years ago

Updated 1 month ago

clip-interrogator by pharmapsychotic

Image-to-prompt tool for text-to-image models

hiyouga:

jn2clark:

chuanli11:

osanseviero:

Created 3 years ago

Updated 1 year ago

open_clip by mlfoundations

OpenCLIP: open-source CLIP implementation for vision-language representation learning

ekzhang:

jeresig:

c4pt0r:

taranjeet:

Created 4 years ago

Updated 1 week ago

cycle-diffusion by ChenWu98

PyTorch code for diffusion model latent space research paper

patrickvonplaten:

huybery:

Created 2 years ago

Updated 1 year ago

diffusers by huggingface

PyTorch/Flax library for diffusion model research and applications

karpathy:

clmnt:

vincentweisser:

hammer:

Created 3 years ago

Updated 13 hours ago

img2dataset by rom1504

CLI tool for creating large image datasets from URLs

winglian:

aangelopoulos:

lucidrains:

jn2clark:

Created 4 years ago

Updated 6 days ago

stable-diffusion by CompVis

Latent text-to-image diffusion model

gaearon:

patrickvonplaten:

codekansas:

ValentaTomas:

Created 3 years ago

Updated 1 year ago

seqio by google

SeqIO: Task-based datasets, preprocessing, and evaluation library for sequence models

hammer:

jinze1994:

ogabrielluiz:

thomwolf:

Created 4 years ago

Updated 3 days ago

t-zero by bigscience-workshop

Codebase for training, evaluation, and inference of the T0 model

stas00:

philschmid:

thomwolf:

Created 3 years ago

Updated 2 years ago

question_generation by patil-suraj

Question generation study using transformers

tholor:

rodrigosnader:

patrickvonplaten:

ankane:

Created 5 years ago

Updated 1 year ago

NL-Augmenter by GEM-benchmark

Framework for natural language dataset augmentation

hammer:

rodrigosnader:

hiyouga:

omarsar:

Created 4 years ago

Updated 1 year ago

NonAutoregGenProgress by kahne

Collection of research papers on non-autoregressive generation

ajayjain:

Created 5 years ago

Updated 2 years ago

lightseq by bytedance

CUDA library for sequence processing/generation, optimized for Transformer-family models

parano:

luiscape:

Created 5 years ago

Updated 2 years ago

DeepLearningExamples by NVIDIA

Deep learning examples for training and deployment

codekansas:

pgarbacki:

khou22:

omarsar:

Created 7 years ago

Updated 1 year 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

DPR by facebookresearch

Dense Passage Retriever for open-domain Q&A research

lilianweng:

hammer:

huybery:

parasj:

Created 5 years ago

Updated 2 years 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 23 hours ago

glow by openai

Generative flow research paper code

lilianweng:

patrick-kidger:

tgaddair:

chenlin9:

Created 7 years ago

Updated 1 year ago

Megatron-LM by NVIDIA

Framework for training transformer models at scale

jiamings:

gravicle:

alexchen4ai:

parasj:

Created 6 years ago

Updated 13 hours ago

awesome-knowledge-distillation by dkozlov

Collection of knowledge distillation resources

stas00:

generall:

Created 8 years ago

Updated 3 months ago

blocksparse by openai

TensorFlow ops/GPU kernels for block-sparse matrix multiplication and convolution

aravindsrinivas:

gakonst:

shizhediao:

jamesr66a:

Created 7 years ago

Updated 2 years ago

XLM by facebookresearch

PyTorch code for cross-lingual language model pretraining (XLM/XLM-R)

aravindsrinivas:

codekansas:

nottombrown:

trishume:

Created 6 years ago

Updated 2 years ago

fairseq by facebookresearch

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

lilianweng:

aravindsrinivas:

tjbck:

pathak22:

Created 8 years ago

Updated 1 week ago

tensor2tensor by tensorflow

Deprecated library for deep learning models/datasets, successor to Trax

lilianweng:

aravindsrinivas:

eiso:

JohannesHa:

Created 8 years ago

Updated 2 years ago

transformers by huggingface

ML library for pretrained model inference and training

clmnt:

lilianweng:

karpathy:

tjbck:

Created 6 years ago

Updated 13 hours ago

bert by google-research

TensorFlow code and pre-trained models for BERT

aravindsrinivas:

pgarbacki:

jn2clark:

evhub:

Created 6 years ago

Updated 1 year ago

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