Lightning Attention-2: A Free Lunch for Handling Unlimited Sequence Lengths in Large Language Models
☆344Feb 23, 2025Updated last year
Alternatives and similar repositories for lightning-attention
Users that are interested in lightning-attention are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official implementation of TransNormerLLM: A Faster and Better LLM☆254Jan 23, 2024Updated 2 years ago
- Linear Attention Sequence Parallelism (LASP)☆87Jun 4, 2024Updated 2 years ago
- [EMNLP 2022] Official implementation of Transnormer in our EMNLP 2022 paper - The Devil in Linear Transformer☆64Jul 30, 2023Updated 3 years ago
- [EMNLP 2023] Official implementation of the algorithm ETSC: Exact Toeplitz-to-SSM Conversion our EMNLP 2023 paper - Accelerating Toeplitz…☆14Oct 17, 2023Updated 2 years ago
- Quantized Attention on GPU☆45Nov 22, 2024Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- A repository for research on medium sized language models.☆78May 23, 2024Updated 2 years ago
- [ICML'24] Data and code for our paper "Training-Free Long-Context Scaling of Large Language Models"☆448Oct 16, 2024Updated last year
- 🚀 Efficient implementations for emerging model architectures☆5,845Updated this week
- Ring attention implementation with flash attention☆1,064Sep 10, 2025Updated last year
- A collection of memory efficient attention operators implemented in the Triton language.☆318Updated this week
- ☆138May 29, 2025Updated last year
- HGRN2: Gated Linear RNNs with State Expansion☆59Aug 20, 2024Updated 2 years ago
- ☆11Oct 11, 2023Updated 3 years ago
- [ICML 2025] XAttention: Block Sparse Attention with Antidiagonal Scoring☆284Jul 6, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- [ICLR 2025 & COLM 2025] Official PyTorch implementation of the Forgetting Transformer and Adaptive Computation Pruning☆154Feb 25, 2026Updated 7 months ago
- High performance RMSNorm Implement by using SM Core Storage(Registers and Shared Memory)☆31Jan 22, 2026Updated 8 months ago
- Official repository for DistFlashAttn: Distributed Memory-efficient Attention for Long-context LLMs Training☆222Aug 19, 2024Updated 2 years ago
- Reference implementation of Megalodon 7B model☆526May 17, 2025Updated last year
- [ICLR 2025] DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads☆541Feb 10, 2025Updated last year
- 🐳 Efficient Triton implementations for "Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention"☆1,023Feb 5, 2026Updated 8 months ago
- Official repository for the paper "Approximating Two-Layer Feedforward Networks for Efficient Transformers"☆39Jun 11, 2025Updated last year
- [ICLR 2023] Official implementation of Transnormer in our ICLR 2023 paper - Toeplitz Neural Network for Sequence Modeling☆80Apr 24, 2024Updated 2 years ago
- Positional Skip-wise Training for Efficient Context Window Extension of LLMs to Extremely Length (ICLR 2024)☆208May 20, 2024Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Odysseus: Playground of LLM Sequence Parallelism☆83Jun 17, 2024Updated 2 years ago
- optimized BERT transformer inference on NVIDIA GPU. https://arxiv.org/abs/2210.03052☆481Mar 15, 2024Updated 2 years ago
- Microsoft Automatic Mixed Precision Library☆634Dec 1, 2025Updated 10 months ago
- Decoding Attention is specially optimized for MHA, MQA, GQA and MLA using CUDA core for the decoding stage of LLM inference.☆48Jun 11, 2025Updated last year
- ☆288Jun 6, 2025Updated last year
- ☆54May 19, 2025Updated last year
- ☆104Feb 11, 2026Updated 8 months ago
- The official repo of MiniMax-Text-01 and MiniMax-VL-01, large-language-model & vision-language-model based on Linear Attention☆3,464Jul 7, 2025Updated last year
- LongAttn ：Selecting Long-context Training Data via Token-level Attention☆15Jul 16, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- [ICLR 2025] COAT: Compressing Optimizer States and Activation for Memory-Efficient FP8 Training☆268Aug 9, 2025Updated last year
- Official repository Flash Local Linear Attention☆40May 28, 2026Updated 4 months ago
- ☆16Mar 13, 2023Updated 3 years ago
- Transformers components but in Triton☆34May 9, 2025Updated last year
- ☆47Jun 16, 2025Updated last year
- ☆141Jun 6, 2025Updated last year
- FP16xINT4 LLM inference kernel that can achieve near-ideal ~4x speedups up to medium batchsizes of 16-32 tokens.☆1,158Sep 4, 2024Updated 2 years ago