linxihui / dkernelLinks
☆20Updated 7 months ago
Alternatives and similar repositories for dkernel
Users that are interested in dkernel are comparing it to the libraries listed below
Sorting:
- The official implementation of paper: SimLayerKV: A Simple Framework for Layer-Level KV Cache Reduction.☆52Updated last year
- Repository for Sparse Finetuning of LLMs via modified version of the MosaicML llmfoundry☆42Updated last year
- An innovative method expediting LLMs via streamlined semi-autoregressive generation and draft verification.☆26Updated 7 months ago
- Boosting 4-bit inference kernels with 2:4 Sparsity☆86Updated last year
- Ouroboros: Speculative Decoding with Large Model Enhanced Drafting (EMNLP 2024 main)☆112Updated 8 months ago
- [ACL 2024] RelayAttention for Efficient Large Language Model Serving with Long System Prompts☆40Updated last year
- ☆132Updated 6 months ago
- Vocabulary Parallelism☆24Updated 8 months ago
- GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM☆170Updated last year
- KV cache compression for high-throughput LLM inference☆145Updated 10 months ago
- Odysseus: Playground of LLM Sequence Parallelism☆78Updated last year
- Official Implementation of SAM-Decoding: Speculative Decoding via Suffix Automaton☆38Updated 9 months ago
- ☆55Updated 5 months ago
- [ICLR2025] Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding☆133Updated last year
- Linear Attention Sequence Parallelism (LASP)☆87Updated last year
- The source code of our work "Prepacking: A Simple Method for Fast Prefilling and Increased Throughput in Large Language Models" [AISTATS …☆60Updated last year
- ☆154Updated 9 months ago
- Cold Compress is a hackable, lightweight, and open-source toolkit for creating and benchmarking cache compression methods built on top of…☆146Updated last year
- ☆53Updated last year
- DPO, but faster 🚀☆46Updated last year
- Distributed IO-aware Attention algorithm☆22Updated 2 months ago
- The evaluation framework for training-free sparse attention in LLMs☆106Updated last month
- Fast and Robust Early-Exiting Framework for Autoregressive Language Models with Synchronized Parallel Decoding (EMNLP 2023 Long)☆64Updated last year
- ☆48Updated last year
- ☆85Updated 3 weeks ago
- The simplest implementation of recent Sparse Attention patterns for efficient LLM inference.☆91Updated 4 months ago
- Flash Attention in 300-500 lines of CUDA/C++☆36Updated 3 months ago
- [NeurIPS 2024] The official implementation of "Kangaroo: Lossless Self-Speculative Decoding for Accelerating LLMs via Double Early Exitin…☆63Updated last year
- ☆58Updated 2 years ago
- Simple and efficient pytorch-native transformer training and inference (batched)☆79Updated last year