OpenNLPLab / LASPLinks
Linear Attention Sequence Parallelism (LASP)
☆87Updated last year
Alternatives and similar repositories for LASP
Users that are interested in LASP are comparing it to the libraries listed below
Sorting:
- ☆55Updated 4 months ago
- ☆57Updated last year
- Odysseus: Playground of LLM Sequence Parallelism☆78Updated last year
- Simple and efficient pytorch-native transformer training and inference (batched)☆78Updated last year
- ☆130Updated 4 months ago
- A repository for research on medium sized language models.☆78Updated last year
- Fast and memory-efficient exact attention☆71Updated 7 months ago
- Using FlexAttention to compute attention with different masking patterns☆47Updated last year
- 32 times longer context window than vanilla Transformers and up to 4 times longer than memory efficient Transformers.☆48Updated 2 years ago
- [ACL 2024] RelayAttention for Efficient Large Language Model Serving with Long System Prompts☆40Updated last year
- Tree Attention: Topology-aware Decoding for Long-Context Attention on GPU clusters☆130Updated 10 months ago
- The source code of our work "Prepacking: A Simple Method for Fast Prefilling and Increased Throughput in Large Language Models" [AISTATS …☆60Updated last year
- [ICML'24 Oral] The official code of "DiJiang: Efficient Large Language Models through Compact Kernelization", a novel DCT-based linear at…☆103Updated last year
- ☆56Updated last year
- ☆32Updated last year
- Here we will test various linear attention designs.☆61Updated last year
- DPO, but faster 🚀☆45Updated 10 months ago
- Accelerate LLM preference tuning via prefix sharing with a single line of code☆46Updated 3 months ago
- The evaluation framework for training-free sparse attention in LLMs☆101Updated last week
- CUDA and Triton implementations of Flash Attention with SoftmaxN.☆73Updated last year
- Official repository for the paper "SwitchHead: Accelerating Transformers with Mixture-of-Experts Attention"☆99Updated last year
- [ICML'24] The official implementation of “Rethinking Optimization and Architecture for Tiny Language Models”☆123Updated 9 months ago
- Cascade Speculative Drafting☆31Updated last year
- Repository for Sparse Finetuning of LLMs via modified version of the MosaicML llmfoundry☆42Updated last year
- Xmixers: A collection of SOTA efficient token/channel mixers☆29Updated last month
- The simplest implementation of recent Sparse Attention patterns for efficient LLM inference.☆92Updated 3 months ago
- ☆52Updated 11 months ago
- [ICML24] Pruner-Zero: Evolving Symbolic Pruning Metric from scratch for LLMs☆94Updated 10 months ago
- ☆85Updated 9 months ago
- Low-bit optimizers for PyTorch☆132Updated 2 years ago