jen-pan

jen-pan's Stars

• stas00/ml-engineering

  Machine Learning Engineering Open Book

  Language:Python11.6k11730706

• cs231n/cs231n.github.io

  Public facing notes page

  Language:Jupyter Notebook10.2k5341144.1k

• gpu-mode/lectures

  Material for gpu-mode lectures

  Language:Jupyter Notebook3k418297

• eureka-research/Eureka

  Official Repository for "Eureka: Human-Level Reward Design via Coding Large Language Models" (ICLR 2024)

  Language:Jupyter Notebook2.8k2539257

• johnma2006/mamba-minimal

  Simple, minimal implementation of the Mamba SSM in one file of PyTorch.

  Language:Python2.6k2427191

• isaac-sim/IsaacGymEnvs

  Isaac Gym Reinforcement Learning Environments

  Language:Python2k37204426

• hyp1231/awesome-llm-powered-agent

  Awesome things about LLM-powered agents. Papers / Repos / Blogs / ...

  1.6k437123

• ELS-RD/kernl

  Kernl lets you run PyTorch transformer models several times faster on GPU with a single line of code, and is designed to be easily hackable.

  Language:Jupyter Notebook1.5k2917495

• facebookresearch/diplomacy_cicero

  Code for Cicero, an AI agent that plays the game of Diplomacy with open-domain natural language negotiation.

  Language:Python1.3k2320161

• gpu-mode/resource-stream

  GPU programming related news and material links

  1.2k41273

• alxndrTL/mamba.py

  A simple and efficient Mamba implementation in pure PyTorch and MLX.

  Language:Python1k74392

• Denys88/rl_games

  RL implementations

  Language:Jupyter Notebook91117104150

• isaac-sim/OmniIsaacGymEnvs

  Reinforcement Learning Environments for Omniverse Isaac Gym

  Language:Python84918168218

• sublee/trueskill

  An implementation of the TrueSkill rating system for Python

  Language:Python7532350115

• lucidrains/ring-attention-pytorch

  Implementation of 💍 Ring Attention, from Liu et al. at Berkeley AI, in Pytorch

  Language:Python474101627

• apoorvumang/prompt-lookup-decoding

  Language:Jupyter Notebook45811622

• srush/annotated-mamba

  Annotated version of the Mamba paper

  Language:Jupyter Notebook45522318

• linjames0/Transformer-CUDA

  An implementation of the transformer architecture onto an Nvidia CUDA kernel

  Language:Cuda157517

• shreyansh26/FlashAttention-PyTorch

  Implementation of FlashAttention in PyTorch

  Language:Python1222016

• PeaBrane/mamba-tiny

  Simple, minimal implementation of the Mamba SSM in one pytorch file. Using logcumsumexp (Heisen sequence).

  Language:Python1016015

• tlc-pack/libflash_attn

  Standalone Flash Attention v2 kernel without libtorch dependency

  Language:C++9715513

• kotoba-tech/kotomamba

  Mamba training library developed by kotoba technologies

  Language:Python67505

• NVIDIA/online-softmax

  Benchmark code for the "Online normalizer calculation for softmax" paper

  Language:Cuda59607

• tanaymeh/mamba-train

  A single repo with all scripts and utils to train / fine-tune the Mamba model with or without FIM

  Language:Python49124

• johnma2006/candle

  Deep learning library implemented from scratch in numpy. Mixtral, Mamba, LLaMA, GPT, ResNet, and other experiments.

  Language:Jupyter Notebook48203

• google-deepmind/diplomacy

  Language:Python46629

• andyzoujm/breaking-llama-guard

  Code to break Llama Guard

  Language:Jupyter Notebook30201

• sgiraz/CUDA-Training

  Some CUDA projects and utility

  Language:C++282013

• debowin/cuda-parallel-scan-prefix-sum

  An implementation of a work-efficient Parallel Prefix-Sum(Scan) algorithm on the GPU.

  Language:Cuda4101

• TasnimAK/BPE-Vocabulary-Builder

  An implementation of Byte Pair Encoding (BPE), a data compression technique that can also be used for efficient subword tokenization in natural language processing tasks

  Language:Python1