Lightning Attention-2: A Free Lunch for Handling Unlimited Sequence Lengths in Large Language Models
☆343Feb 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☆252Jan 23, 2024Updated 2 years ago
- Linear Attention Sequence Parallelism (LASP)☆88Jun 4, 2024Updated last year
- [EMNLP 2022] Official implementation of Transnormer in our EMNLP 2022 paper - The Devil in Linear Transformer☆64Jul 30, 2023Updated 2 years ago
- 🚀 Efficient implementations for emerging model architectures☆4,823Updated this week
- [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
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- Quantized Attention on GPU☆44Nov 22, 2024Updated last year
- [ICML'24] Data and code for our paper "Training-Free Long-Context Scaling of Large Language Models"☆450Oct 16, 2024Updated last year
- A repository for research on medium sized language models.☆78May 23, 2024Updated last year
- Ring attention implementation with flash attention☆1,003Sep 10, 2025Updated 7 months ago
- A collection of memory efficient attention operators implemented in the Triton language.☆289Jun 5, 2024Updated last year
- HGRN2: Gated Linear RNNs with State Expansion☆57Aug 20, 2024Updated last year
- [ICLR 2025 & COLM 2025] Official PyTorch implementation of the Forgetting Transformer and Adaptive Computation Pruning☆150Feb 25, 2026Updated last month
- ☆11Oct 11, 2023Updated 2 years ago
- Official repository for DistFlashAttn: Distributed Memory-efficient Attention for Long-context LLMs Training☆222Aug 19, 2024Updated last year
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- Reference implementation of Megalodon 7B model☆527May 17, 2025Updated 10 months ago
- [ICLR 2025] DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads☆535Feb 10, 2025Updated last year
- Official repository for the paper "Approximating Two-Layer Feedforward Networks for Efficient Transformers"☆39Jun 11, 2025Updated 10 months ago
- 🐳 Efficient Triton implementations for "Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention"☆982Feb 5, 2026Updated 2 months ago
- ☆134Jun 6, 2025Updated 10 months ago
- Odysseus: Playground of LLM Sequence Parallelism☆78Jun 17, 2024Updated last year
- [ICLR 2023] Official implementation of Transnormer in our ICLR 2023 paper - Toeplitz Neural Network for Sequence Modeling☆81Apr 24, 2024Updated last year
- Positional Skip-wise Training for Efficient Context Window Extension of LLMs to Extremely Length (ICLR 2024)☆209May 20, 2024Updated last year
- optimized BERT transformer inference on NVIDIA GPU. https://arxiv.org/abs/2210.03052☆479Mar 15, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- [ICML 2025] XAttention: Block Sparse Attention with Antidiagonal Scoring☆276Jul 6, 2025Updated 9 months ago
- Microsoft Automatic Mixed Precision Library☆636Dec 1, 2025Updated 4 months ago
- LongAttn ：Selecting Long-context Training Data via Token-level Attention☆15Jul 16, 2025Updated 8 months ago
- Decoding Attention is specially optimized for MHA, MQA, GQA and MLA using CUDA core for the decoding stage of LLM inference.☆46Jun 11, 2025Updated 10 months ago
- ☆51May 19, 2025Updated 10 months ago
- Official repository for the paper Local Linear Attention: An Optimal Interpolation of Linear and Softmax Attention For Test-Time Regressi…☆23Oct 1, 2025Updated 6 months ago
- The official repo of MiniMax-Text-01 and MiniMax-VL-01, large-language-model & vision-language-model based on Linear Attention☆3,391Jul 7, 2025Updated 9 months ago
- Transformers components but in Triton☆34May 9, 2025Updated 11 months ago
- ☆16Mar 13, 2023Updated 3 years ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- [ICLR 2025] COAT: Compressing Optimizer States and Activation for Memory-Efficient FP8 Training☆261Aug 9, 2025Updated 8 months ago
- FP16xINT4 LLM inference kernel that can achieve near-ideal ~4x speedups up to medium batchsizes of 16-32 tokens.☆1,051Sep 4, 2024Updated last year
- USP: Unified (a.k.a. Hybrid, 2D) Sequence Parallel Attention for Long Context Transformers Model Training and Inference☆660Jan 15, 2026Updated 2 months ago
- A high-throughput and memory-efficient inference and serving engine for LLMs☆17Jun 3, 2024Updated last year
- [ICML 2024] KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache☆381Nov 20, 2025Updated 4 months ago
- ☆310Jul 10, 2025Updated 9 months ago
- ☆139May 29, 2025Updated 10 months ago