ResidentMario / pytorch-training-performance-guideLinks
Guidebook and reference on PyTorch training optimizations
☆25Updated 2 years ago
Alternatives and similar repositories for pytorch-training-performance-guide
Users that are interested in pytorch-training-performance-guide are comparing it to the libraries listed below
Sorting:
- ☆39Updated last month
- RAGs: Simple implementations of Retrieval Augmented Generation (RAG) Systems☆116Updated 5 months ago
- Transformers and related deep network architectures are summarized and implemented here.☆216Updated last year
- Just some stuff for Interview questions, books, annotated paper, notes, cheat sheets etc etc related to ML,AI, Deep Learning and Data Sc…☆115Updated last month
- A repository to unravel the language of GPUs, making their kernel conversations easy to understand☆185Updated 3 weeks ago
- Building GPT ...☆18Updated 6 months ago
- Natural Language Processing Courses with Resources☆36Updated 7 months ago
- ML/DL Math and Method notes☆61Updated last year
- Notes on quantization in neural networks☆86Updated last year
- GPU Kernels☆182Updated last month
- ☆174Updated 5 months ago
- ☆20Updated 3 weeks ago
- Context Manager to profile the forward and backward times of PyTorch's nn.Module☆83Updated last year
- This repository contains an overview of important follow-up works based on the original Vision Transformer (ViT) by Google.☆175Updated 3 years ago
- TorchFix - a linter for PyTorch-using code with autofix support☆143Updated 4 months ago
- A python package made to generate sequences (greedy and beam-search) from Pytorch (not necessarily HF transformers) models.☆17Updated 3 weeks ago
- 100 days of building GPU kernels!☆445Updated last month
- Large Language Models: In this repository Language models are introduced covering both theoretical and practical aspects.☆389Updated 2 months ago
- In this tutorial, you will perform inference across 10 well-known pre-trained semantic segmentors and fine-tune on a custom dataset. Desi…☆75Updated 3 years ago
- A set of scripts and notebooks on LLM finetunning and dataset creation☆111Updated 8 months ago
- Outlining techniques for improving the training performance of your PyTorch model without compromising its accuracy☆128Updated 2 years ago
- ☆133Updated last year
- A project template where PyTorch Lightning, Pydantic, and more! being used for training MNIST as an example.☆27Updated 2 years ago
- ☆159Updated last year
- This code repository contains the code used for my "Optimizing Memory Usage for Training LLMs and Vision Transformers in PyTorch" blog po…☆92Updated last year
- Apply GPU in ML and DL☆52Updated 4 months ago
- 🟣 Pytorch interview questions and answers to help you prepare for your next machine learning and data science interview in 2025.☆107Updated last month
- PDFs and Codelabs for the Efficient Deep Learning book.☆193Updated 2 years ago
- Complete implementation of Llama2 with/without KV cache & inference 🚀☆47Updated last year
- An assignment for CMU CS11-711 Advanced NLP, building NLP systems from scratch☆171Updated 2 years ago