Alternatives and similar repositories for deeplearningtheory:

Users that are interested in deeplearningtheory are comparing it to the libraries listed below

• zeke-xie / adaptive-inertia-adai
  [ICML 2022, Oral] The PyTorch Implementation of Adaptive Inertia Methods. The algorithms are based on our paper: "Adaptive Inertia: Dise…
  ☆148Updated 2 years ago
• chaoswork / llm_illustrated
  看图学大模型
  ☆279Updated 7 months ago
• xie-lab-ml / deep-learning-dynamics-paper-list
  This is a list of peer-reviewed representative papers on deep learning dynamics (optimization dynamics of neural networks). The success o…
  ☆268Updated 11 months ago
• bobo0810 / LearnDeepSpeed
  DeepSpeed教程 & 示例注释 & 学习笔记 （大模型高效训练）
  ☆151Updated last year
• xxcheng0708 / pytorch-model-train-template
  pytorch单精度、半精度、混合精度、单卡、多卡（DP / DDP）、FSDP、DeepSpeed模型训练代码，并对比不同方法的训练速度以及GPU内存的使用
  ☆92Updated last year
• serend1p1ty / core-pytorch-utils
  Yet another PyTorch Trainer and some core components for deep learning.
  ☆214Updated 10 months ago
• JinjieNi / EasyLiterature
  EasyLiterature is an open-sourced, Python-based command line tool for automatic literature management.
  ☆268Updated 7 months ago
• mlc-ai / mlc-zh
  ☆606Updated 9 months ago
• OpenRL-Lab / Wandb_Tutorial
  How to use wandb?
  ☆625Updated last year
• YuxueYang1204 / CudaDemo
  Implement custom operators in PyTorch with cuda/c++
  ☆56Updated 2 years ago
• yuandong-tian / arXiv_recbot
  A Telegram bot to recommend arXiv papers
  ☆259Updated last month
• godweiyang / GrabGPU
  一款便捷的抢占显卡脚本
  ☆310Updated 2 months ago
• Oldpan / DeployIsAllYouNeed
  ☆120Updated last year
• NUS-HPC-AI-Lab / InfoBatch
  Lossless Training Speed Up by Unbiased Dynamic Data Pruning
  ☆331Updated 6 months ago
• godweiyang / NN-CUDA-Example
  Several simple examples for popular neural network toolkits calling custom CUDA operators.
  ☆1,417Updated 3 years ago
• OpenBMB / BMPrinciples
  A collection of phenomenons observed during the scaling of big foundation models, which may be developed into consensus, principles, or l…
  ☆277Updated last year
• Oneflow-Inc / libai
  LiBai(李白): A Toolbox for Large-Scale Distributed Parallel Training
  ☆397Updated 2 months ago
• BIGBALLON / distribuuuu
  The pure and clear PyTorch Distributed Training Framework.
  ☆276Updated last year
• Outsider565 / LoRA-GA
  ☆182Updated 5 months ago
• rentainhe / pytorch-distributed-training
  Simple tutorials on Pytorch DDP training
  ☆275Updated 2 years ago
• bojone / papers.cool
  Cool Papers - Immersive Paper Discovery
  ☆498Updated last week
• ailzhang / EfficientPyTorch
  Code release for book "Efficient Training in PyTorch"
  ☆50Updated 5 months ago
• Oneflow-Inc / models
  Models and examples built with OneFlow
  ☆96Updated 5 months ago
• firechecking / CleanTransformer
  an implementation of transformer, bert, gpt, and diffusion models for learning purposes
  ☆151Updated 5 months ago
• wdndev / mllm_interview_note
  主要记录大语言大模型（LLMs） 算法（应用）工程师多模态相关知识
  ☆161Updated 10 months ago
• mli / transformers-benchmarks
  real Transformer TeraFLOPS on various GPUs
  ☆898Updated last year
• simtony / mlrunner
  A light-weight script for maintaining a LOT of machine learning experiments.
  ☆91Updated 2 years ago
• cnstark / gputasker
  An awesome gpu tasks scheduler. 轻量好用的GPU机群任务调度工具。觉得有用可以点个star
  ☆177Updated 2 years ago
• openmlsys / openmlsys-cuda
  Tutorials for writing high-performance GPU operators in AI frameworks.
  ☆129Updated last year
• leeroee / NN-by-Numpy
  cnn
  ☆133Updated 5 years ago