PiotrNawrot / sparse-frontierLinks
The evaluation framework for training-free sparse attention in LLMs
☆102Updated last month
Alternatives and similar repositories for sparse-frontier
Users that are interested in sparse-frontier are comparing it to the libraries listed below
Sorting:
- ☆130Updated 5 months ago
- The simplest implementation of recent Sparse Attention patterns for efficient LLM inference.☆92Updated 3 months ago
- ☆147Updated 8 months ago
- An efficient implementation of the NSA (Native Sparse Attention) kernel☆124Updated 4 months ago
- Flash-Muon: An Efficient Implementation of Muon Optimizer☆206Updated 4 months ago
- Fast and memory-efficient exact attention☆74Updated 8 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
- Tree Attention: Topology-aware Decoding for Long-Context Attention on GPU clusters☆130Updated 11 months ago
- Muon fsdp 2☆44Updated 3 months ago
- Work in progress.☆75Updated 4 months ago
- Kinetics: Rethinking Test-Time Scaling Laws☆82Updated 4 months ago
- GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM☆169Updated last year
- Cold Compress is a hackable, lightweight, and open-source toolkit for creating and benchmarking cache compression methods built on top of…☆147Updated last year
- [NeurIPS 2024] Low rank memory efficient optimizer without SVD☆30Updated 4 months ago
- Code for studying the super weight in LLM☆119Updated 11 months ago
- The official implementation of paper: SimLayerKV: A Simple Framework for Layer-Level KV Cache Reduction.☆50Updated last year
- Code for NeurIPS 2024 Spotlight: "Scaling Laws and Compute-Optimal Training Beyond Fixed Training Durations"☆85Updated last year
- ☆202Updated 11 months ago
- Repository for Sparse Finetuning of LLMs via modified version of the MosaicML llmfoundry☆42Updated last year
- Official implementation for Training LLMs with MXFP4☆101Updated 6 months ago
- Memory optimized Mixture of Experts☆69Updated 3 months ago
- ☆85Updated this week
- Boosting 4-bit inference kernels with 2:4 Sparsity☆85Updated last year
- The official repository for SkyLadder: Better and Faster Pretraining via Context Window Scheduling☆40Updated 3 weeks ago
- Layer-Condensed KV cache w/ 10 times larger batch size, fewer params and less computation. Dramatic speed up with better task performance…☆156Updated 7 months ago
- ☆96Updated 8 months ago
- Accelerate LLM preference tuning via prefix sharing with a single line of code☆51Updated 4 months ago
- ☆55Updated 5 months ago
- ☆14Updated last year
- From GaLore to WeLore: How Low-Rank Weights Non-uniformly Emerge from Low-Rank Gradients. Ajay Jaiswal, Lu Yin, Zhenyu Zhang, Shiwei Liu,…☆51Updated 2 weeks ago