Alternatives and similar repositories for dkernel

Users that are interested in dkernel are comparing it to the libraries listed below

• sail-sg / SimLayerKV
  The official implementation of paper: SimLayerKV: A Simple Framework for Layer-Level KV Cache Reduction.
  ☆49Updated 11 months ago
• IST-DASLab / Sparse-Marlin
  Boosting 4-bit inference kernels with 2:4 Sparsity
  ☆82Updated last year
• sail-sg / VocabularyParallelism
  Vocabulary Parallelism
  ☆23Updated 6 months ago
• thunlp / Ouroboros
  Ouroboros: Speculative Decoding with Large Model Enhanced Drafting (EMNLP 2024 main)
  ☆110Updated 6 months ago
• rayleizhu / vllm-ra
  [ACL 2024] RelayAttention for Efficient Large Language Model Serving with Long System Prompts
  ☆40Updated last year
• feifeibear / Odysseus-Transformer
  Odysseus: Playground of LLM Sequence Parallelism
  ☆77Updated last year
• IST-DASLab / SparseFinetuning
  Repository for Sparse Finetuning of LLMs via modified version of the MosaicML llmfoundry
  ☆42Updated last year
• IsaacRe / vllm-kvcompress
  KV cache compression for high-throughput LLM inference
  ☆141Updated 8 months ago
• linfeng93 / BiTA
  An innovative method expediting LLMs via streamlined semi-autoregressive generation and draft verification.
  ☆26Updated 5 months ago
• Dao-AILab / grouped-latent-attention
  ☆129Updated 4 months ago
• Infini-AI-Lab / MagicDec
  [ICLR2025] Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding
  ☆128Updated 10 months ago
• OpenNLPLab / LASP
  Linear Attention Sequence Parallelism (LASP)
  ☆87Updated last year
• FasterDecoding / TEAL
  ☆142Updated 7 months ago
• li-plus / flash-preference
  Accelerate LLM preference tuning via prefix sharing with a single line of code
  ☆43Updated 3 months ago
• MayDomine / Burst-Attention
  Distributed IO-aware Attention algorithm
  ☆21Updated last week
• Infini-AI-Lab / gsm_infinite
  ☆54Updated 3 months ago
• opengear-project / GEAR
  GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM
  ☆168Updated last year
• PiotrNawrot / sparse-frontier
  The evaluation framework for training-free sparse attention in LLMs
  ☆100Updated 3 months ago
• RulinShao / LightSeq
  Official repository for DistFlashAttn: Distributed Memory-efficient Attention for Long-context LLMs Training
  ☆215Updated last year
• wdlctc / mini-s
  ☆52Updated 11 months ago
• andy-yang-1 / DoubleSparse
  16-fold memory access reduction with nearly no loss
  ☆105Updated 6 months ago
• NJUNLP / MCSD
  Multi-Candidate Speculative Decoding
  ☆36Updated last year
• hyx1999 / SAM-Decoding
  Official Implementation of SAM-Decoding: Speculative Decoding via Suffix Automaton
  ☆32Updated 7 months ago
• princeton-pli / PruLong
  Code for the preprint "Cache Me If You Can: How Many KVs Do You Need for Effective Long-Context LMs?"
  ☆46Updated 2 months ago
• AnswerDotAI / cold-compress
  Cold Compress is a hackable, lightweight, and open-source toolkit for creating and benchmarking cache compression methods built on top of…
  ☆146Updated last year
• whyNLP / LCKV
  Layer-Condensed KV cache w/ 10 times larger batch size, fewer params and less computation. Dramatic speed up with better task performance…
  ☆155Updated 6 months ago
• PiotrNawrot / nano-sparse-attention
  The simplest implementation of recent Sparse Attention patterns for efficient LLM inference.
  ☆89Updated 2 months ago
• Zanette-Labs / SpeculativeRejection
  [NeurIPS 2024] Fast Best-of-N Decoding via Speculative Rejection
  ☆51Updated 11 months ago
• SalesforceAIResearch / GemFilter
  ☆86Updated 8 months ago
• dame-cell / Triformer
  Transformers components but in Triton
  ☆34Updated 4 months ago