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A PyTorch native platform for training generative AI models
Schedule-Free Optimization in PyTorch
Minimalistic 4D-parallelism distributed training framework for education purpose
A learning rate range test implementation in PyTorch
A repository for research on medium sized language models.
π Papers & tech blogs by companies sharing their work on data science & machine learning in production.
Matplotlib styles for scientific plotting
OpenReivew Submission Visualization (ICLR 2024/2025)
An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites
For optimization algorithm research and development.
A concise but complete full-attention transformer with a set of promising experimental features from various papers
π Accelerate inference and training of π€ Transformers, Diffusers, TIMM and Sentence Transformers with easy to use hardware optimization tools
π A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (including fp8), and easy-to-configure FSDP and DeepSpeed support
π€ PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
π€ The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools
π€ Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch and FLAX.
π€ Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
Benchmarking Deep Learning operations on different hardware
A resource for learning about Machine learning & Deep Learning
This repo contains implementation of different architectures for emotion recognition in conversations.
Python package built to ease deep learning on graph, on top of existing DL frameworks.
Acceptance rates for the major AI conferences
This repository is to prepare for Machine Learning interviews.
Commented (but unaltered) version of original word2vec C implementation.
Web interface for browsing, search and filtering recent arxiv submissions