fla-org / flash-linear-attention
🚀 Efficient implementations of state-of-the-art linear attention models in Torch and Triton
☆2,344Updated this week
Alternatives and similar repositories for flash-linear-attention:
Users that are interested in flash-linear-attention are comparing it to the libraries listed below
- Puzzles for learning Triton☆1,603Updated 5 months ago
- Helpful tools and examples for working with flex-attention☆746Updated 3 weeks ago
- Official Implementation of EAGLE-1 (ICML'24), EAGLE-2 (EMNLP'24), and EAGLE-3.☆1,205Updated last week
- A PyTorch native library for large-scale model training☆3,665Updated this week
- 🐳 Efficient Triton implementations for "Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention"☆647Updated last month
- FlashInfer: Kernel Library for LLM Serving☆2,764Updated this week
- Flash Attention in ~100 lines of CUDA (forward pass only)☆796Updated 4 months ago
- A simple and efficient Mamba implementation in pure PyTorch and MLX.☆1,217Updated 5 months ago
- Tile primitives for speedy kernels☆2,312Updated this week
- Mirage: Automatically Generating Fast GPU Kernels without Programming in Triton/CUDA☆820Updated this week
- PyTorch native quantization and sparsity for training and inference☆2,015Updated this week
- Domain-specific language designed to streamline the development of high-performance GPU/CPU/Accelerators kernels☆1,089Updated this week
- GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection☆1,546Updated 6 months ago
- Implementation of the sparse attention pattern proposed by the Deepseek team in their "Native Sparse Attention" paper☆607Updated last month
- Official PyTorch implementation of Learning to (Learn at Test Time): RNNs with Expressive Hidden States☆1,182Updated 9 months ago
- Muon optimizer: +>30% sample efficiency with <3% wallclock overhead☆597Updated last month
- Minimalistic 4D-parallelism distributed training framework for education purpose☆1,346Updated last month
- A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit floating point (FP8) precision on Hopper, Ada and Bla…☆2,390Updated this week
- Minimalistic large language model 3D-parallelism training☆1,836Updated this week
- Ring attention implementation with flash attention☆757Updated 3 weeks ago
- [ICLR2025 Spotlight🔥] Official Implementation of TokenFormer: Rethinking Transformer Scaling with Tokenized Model Parameters☆555Updated 2 months ago
- Code for BLT research paper☆1,546Updated this week
- [ICML 2023] SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models☆1,397Updated 9 months ago
- [ICLR 2025] Samba: Simple Hybrid State Space Models for Efficient Unlimited Context Language Modeling☆867Updated this week
- A bibliography and survey of the papers surrounding o1☆1,190Updated 5 months ago
- Unofficial implementation of Titans, SOTA memory for transformers, in Pytorch☆1,310Updated 3 weeks ago
- [MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration☆2,970Updated 3 weeks ago
- 📰 Must-read papers and blogs on Speculative Decoding ⚡️☆704Updated last week
- Implementation of 💍 Ring Attention, from Liu et al. at Berkeley AI, in Pytorch☆511Updated 6 months ago
- Tutel MoE: Optimized Mixture-of-Experts Library, Support DeepSeek FP8/FP4☆814Updated this week