lucidrains / x-transformers
A concise but complete full-attention transformer with a set of promising experimental features from various papers
☆4,793Updated this week
Related projects ⓘ
Alternatives and complementary repositories for x-transformers
- 🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (i…☆7,958Updated this week
- Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)☆8,524Updated this week
- Vector (and Scalar) Quantization, in Pytorch☆2,639Updated last week
- 🦁 Lion, new optimizer discovered by Google Brain using genetic algorithms that is purportedly better than Adam(w), in Pytorch☆2,041Updated 5 months ago
- Foundation Architecture for (M)LLMs☆3,034Updated 7 months ago
- PyTorch extensions for high performance and large scale training.☆3,195Updated last week
- A Unified Library for Parameter-Efficient and Modular Transfer Learning☆2,581Updated 2 weeks ago
- Fast and memory-efficient exact attention☆14,279Updated this week
- Pytorch library for fast transformer implementations☆1,643Updated last year
- Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Py…☆20,652Updated last week
- Implementation of Denoising Diffusion Probabilistic Model in Pytorch☆8,373Updated last month
- Hackable and optimized Transformers building blocks, supporting a composable construction.☆8,660Updated this week
- ☆10,467Updated 6 months ago
- Official codebase used to develop Vision Transformer, SigLIP, MLP-Mixer, LiT and more.☆2,339Updated 2 months ago
- Reformer, the efficient Transformer, in Pytorch☆2,121Updated last year
- Structured state space sequence models☆2,470Updated 4 months ago
- Accessible large language models via k-bit quantization for PyTorch.☆6,299Updated this week
- BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)☆6,952Updated last year
- FFCV: Fast Forward Computer Vision (and other ML workloads!)☆2,867Updated 5 months ago
- Machine learning metrics for distributed, scalable PyTorch applications.☆2,137Updated this week
- Transformer related optimization, including BERT, GPT☆5,890Updated 7 months ago
- A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.☆2,328Updated last month
- An open source implementation of CLIP.☆10,344Updated last week
- Scenic: A Jax Library for Computer Vision Research and Beyond☆3,334Updated last month
- An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites☆4,648Updated 3 months ago
- An annotated implementation of the Transformer paper.☆5,733Updated 7 months ago
- TorchMultimodal is a PyTorch library for training state-of-the-art multimodal multi-task models at scale.☆1,474Updated this week
- View model summaries in PyTorch!☆2,603Updated this week
- Train transformer language models with reinforcement learning.☆10,086Updated this week
- Code release for ConvNeXt model☆5,774Updated last year