Alternatives and similar repositories for exploring-AI-optimization

Users that are interested in exploring-AI-optimization are comparing it to the libraries listed below

• stas00 / ml-ways
  ML/DL Math and Method notes
  ☆63Updated last year
• ShishirPatil / poet
  ML model training for edge devices
  ☆166Updated last year
• hamelsmu / llama-inference
  experiments with inference on llama
  ☆104Updated last year
• Jingjing-NLP / KNAS
  Codes for paper "KNAS: Green Neural Architecture Search"
  ☆93Updated 3 years ago
• hundredblocks / large-model-parallelism
  Functional local implementations of main model parallelism approaches
  ☆96Updated 2 years ago
• HuaizhengZhang / Active-Learning-as-a-Service
  A scalable & efficient active learning/data selection system for everyone.
  ☆215Updated last year
• llm-efficiency-challenge / neurips_llm_efficiency_challenge
  NeurIPS Large Language Model Efficiency Challenge: 1 LLM + 1GPU + 1Day
  ☆256Updated last year
• kshitij12345 / torchnnprofiler
  Context Manager to profile the forward and backward times of PyTorch's nn.Module
  ☆83Updated last year
• rwightman / genalog
  Genalog is an open source, cross-platform python package allowing generation of synthetic document images with custom degradations and te…
  ☆42Updated last year
• yandex-research / DeDLOC
  Official code for "Distributed Deep Learning in Open Collaborations" (NeurIPS 2021)
  ☆117Updated 3 years ago
• gradsflow / gradsflow-automl
  An open-source AutoML Library based on PyTorch
  ☆306Updated last month
• rasbt / pytorch-memory-optim
  This code repository contains the code used for my "Optimizing Memory Usage for Training LLMs and Vision Transformers in PyTorch" blog po…
  ☆92Updated 2 years ago
• yandex-research / swarm
  Official code for "SWARM Parallelism: Training Large Models Can Be Surprisingly Communication-Efficient"
  ☆143Updated last year
• titanml / takeoff-community
  TitanML Takeoff Server is an optimization, compression and deployment platform that makes state of the art machine learning models access…
  ☆114Updated last year
• EmbeddedLLM / vllm
  vLLM: A high-throughput and memory-efficient inference and serving engine for LLMs
  ☆89Updated this week
• nebuly-ai / learning-hub
  ☆29Updated 2 years ago
• IST-DASLab / qmoe
  Code for the paper "QMoE: Practical Sub-1-Bit Compression of Trillion-Parameter Models".
  ☆277Updated last year
• sayakpaul / keras-xla-benchmarks
  Presents comprehensive benchmarks of XLA-compatible pre-trained models in Keras.
  ☆37Updated 2 years ago
• lessw2020 / transformer_central
  Various transformers for FSDP research
  ☆38Updated 2 years ago
• sangmichaelxie / cs324_p2
  Project 2 (Building Large Language Models) for Stanford CS324: Understanding and Developing Large Language Models (Winter 2022)
  ☆105Updated 2 years ago
• mkuchnik / relm
  ReLM is a Regular Expression engine for Language Models
  ☆106Updated 2 years ago
• rasbt / faster-pytorch-blog
  Outlining techniques for improving the training performance of your PyTorch model without compromising its accuracy
  ☆128Updated 2 years ago
• r-three / git-theta
  git extension for {collaborative, communal, continual} model development
  ☆216Updated 9 months ago
• chainyo / tensorshare
  🤝 Trade any tensors over the network
  ☆30Updated last year
• AnswerDotAI / minai
  A miniture AI training framework for PyTorch
  ☆42Updated 7 months ago
• AnswerDotAI / nbdev-template
  ☆99Updated 2 months ago
• CentML / DeepView.Profile
  🏙 Interactive performance profiling and debugging tool for PyTorch neural networks.
  ☆64Updated 7 months ago
• eduardoleao052 / Autograd-from-scratch
  Documented and Unit Tested educational Deep Learning framework with Autograd from scratch.
  ☆120Updated last year
• xrsrke / pipegoose
  Large scale 4D parallelism pre-training for 🤗 transformers in Mixture of Experts *(still work in progress)*
  ☆87Updated last year
• microsoft / varuna
  ☆251Updated last year