rasbt / faster-pytorch-blogLinks
Outlining techniques for improving the training performance of your PyTorch model without compromising its accuracy
☆128Updated 2 years ago
Alternatives and similar repositories for faster-pytorch-blog
Users that are interested in faster-pytorch-blog are comparing it to the libraries listed below
Sorting:
- ☆132Updated last year
- PDFs and Codelabs for the Efficient Deep Learning book.☆192Updated 2 years ago
- Context Manager to profile the forward and backward times of PyTorch's nn.Module☆82Updated last year
- deep learning with pytorch lightning☆1Updated 7 months ago
- NeurIPS Large Language Model Efficiency Challenge: 1 LLM + 1GPU + 1Day☆254Updated last year
- Cyclemoid implementation for PyTorch☆89Updated 3 years ago
- ML/DL Math and Method notes☆61Updated last year
- Collection of Pytorch lightning tutorial form as rich scripts automatically transformed to ipython notebooks.☆315Updated last month
- Highly commented implementations of Transformers in PyTorch☆136Updated last year
- Various transformers for FSDP research☆37Updated 2 years ago
- An active learning library for Pytorch based on Lightning-Fabric.☆79Updated last year
- MinT: Minimal Transformer Library and Tutorials☆254Updated 2 years ago
- This code repository contains the code used for my "Optimizing Memory Usage for Training LLMs and Vision Transformers in PyTorch" blog po…☆91Updated last year
- experiments with inference on llama☆104Updated 11 months ago
- A lightweight library designed to accelerate the process of training PyTorch models by providing a minimal, but extensible training loop …☆186Updated this week
- Just some miscellaneous utility functions / decorators / modules related to Pytorch and Accelerate to help speed up implementation of new…☆120Updated 10 months ago
- The merlin dataloader lets you rapidly load tabular data for training deep leaning models with TensorFlow, PyTorch or JAX☆418Updated last year
- Distributed skorch on Ray Train☆57Updated 2 years ago
- Lightning HPO & Training Studio App☆18Updated 2 years ago
- FasterAI: Prune and Distill your models with FastAI and PyTorch☆248Updated 2 months ago
- ☆74Updated 2 years ago
- An open collection of implementation tips, tricks and resources for training large language models☆473Updated 2 years ago
- The fastai book, 2nd edition (in progress)☆54Updated 11 months ago
- Convert scikit-learn models to PyTorch modules☆161Updated last year
- 🛠️ Tools for Transformers compression using PyTorch Lightning ⚡☆83Updated 6 months ago
- Implementation of the conditionally routed attention in the CoLT5 architecture, in Pytorch☆228Updated 8 months ago
- Minimal sharded dataset loaders, decoders, and utils for multi-modal document, image, and text datasets.☆157Updated last year
- ☆64Updated 2 years ago
- Torch Distributed Experimental☆117Updated 9 months ago
- LoRA and DoRA from Scratch Implementations☆203Updated last year