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
  ☆66Updated 2 years ago
• 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
• kshitij12345 / torchnnprofiler
  Context Manager to profile the forward and backward times of PyTorch's nn.Module
  ☆83Updated 2 years ago
• HuaizhengZhang / Active-Learning-as-a-Service
  A scalable & efficient active learning/data selection system for everyone.
  ☆218Updated last year
• llm-efficiency-challenge / neurips_llm_efficiency_challenge
  NeurIPS Large Language Model Efficiency Challenge: 1 LLM + 1GPU + 1Day
  ☆260Updated 2 years ago
• hamelsmu / llama-inference
  experiments with inference on llama
  ☆103Updated last year
• ShishirPatil / poet
  ML model training for edge devices
  ☆168Updated 2 years ago
• eduardoleao052 / Autograd-from-scratch
  Documented and Unit Tested educational Deep Learning framework with Autograd from scratch.
  ☆122Updated last year
• rasbt / faster-pytorch-blog
  Outlining techniques for improving the training performance of your PyTorch model without compromising its accuracy
  ☆128Updated 2 years ago
• nebuly-ai / learning-hub
  ☆29Updated 2 years ago
• Jingjing-NLP / KNAS
  Codes for paper "KNAS: Green Neural Architecture Search"
  ☆93Updated 4 years ago
• EfficientDL / book
  PDFs and Codelabs for the Efficient Deep Learning book.
  ☆204Updated 2 years ago
• hundredblocks / large-model-parallelism
  Functional local implementations of main model parallelism approaches
  ☆95Updated 2 years ago
• huggingface / optimum-benchmark
  🏋️ A unified multi-backend utility for benchmarking Transformers, Timm, PEFT, Diffusers and Sentence-Transformers with full support of O…
  ☆327Updated 4 months ago
• gradsflow / gradsflow-automl
  An open-source AutoML Library based on PyTorch
  ☆309Updated last month
• titanml / takeoff-community
  TitanML Takeoff Server is an optimization, compression and deployment platform that makes state of the art machine learning models access…
  ☆114Updated 2 years ago
• gnovack / distributed-training-and-deepspeed
  ☆17Updated 2 years ago
• lessw2020 / triton_kernels_for_fun_and_profit
  Custom kernels in Triton language for accelerating LLMs
  ☆27Updated last year
• premAI-io / benchmarks
  🕹️ Performance Comparison of MLOps Engines, Frameworks, and Languages on Mainstream AI Models.
  ☆138Updated last year
• rwightman / genalog
  Genalog is an open source, cross-platform python package allowing generation of synthetic document images with custom degradations and te…
  ☆44Updated 2 years ago
• pranftw / neograd
  A deep learning framework created from scratch with Python and NumPy
  ☆238Updated 3 years ago
• FlorianDietz / comgra
  A tool to analyze and debug neural networks in pytorch. Use a GUI to traverse the computation graph and view the data from many different…
  ☆298Updated last year
• LukasHedegaard / pytorch-benchmark
  Easily benchmark PyTorch model FLOPs, latency, throughput, allocated gpu memory and energy consumption
  ☆109Updated 2 years ago
• bentoml / bentoctl
  Fast model deployment on any cloud 🚀
  ☆176Updated last year
• dm4ml / motion
  Framework for building and maintaining self-updating prompts for LLMs
  ☆65Updated last year
• tcapelle / llm_recipes
  A set of scripts and notebooks on LLM finetunning and dataset creation
  ☆116Updated last year
• mlops-discord / gpu-optimization-workshop
  Slides, notes, and materials for the workshop
  ☆339Updated last year
• IlyasMoutawwakil / llm-perf-backend
  The backend behind the LLM-Perf Leaderboard
  ☆11Updated last year
• google-research-datasets / tpu_graphs
  ☆129Updated last year
• chainyo / tensorshare
  🤝 Trade any tensors over the network
  ☆31Updated 2 years ago