IsaacRe / vllm-kvcompressLinks
KV cache compression for high-throughput LLM inference
☆136Updated 7 months ago
Alternatives and similar repositories for vllm-kvcompress
Users that are interested in vllm-kvcompress are comparing it to the libraries listed below
Sorting:
- [ICLR2025] Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding☆126Updated 9 months ago
- GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM☆165Updated last year
- ☆141Updated 7 months ago
- [MLSys'24] Atom: Low-bit Quantization for Efficient and Accurate LLM Serving☆319Updated last year
- Boosting 4-bit inference kernels with 2:4 Sparsity☆82Updated last year
- [NeurIPS 2024] KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization☆377Updated last year
- ☆278Updated 2 months ago
- [ICML 2024] KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache☆323Updated 7 months ago
- Ouroboros: Speculative Decoding with Large Model Enhanced Drafting (EMNLP 2024 main)☆109Updated 5 months ago
- Simple extension on vLLM to help you speed up reasoning model without training.☆188Updated 3 months ago
- Code for paper: [ICLR2025 Oral] FlexPrefill: A Context-Aware Sparse Attention Mechanism for Efficient Long-Sequence Inference☆140Updated 3 months ago
- [NeurIPS 2024] The official implementation of "Kangaroo: Lossless Self-Speculative Decoding for Accelerating LLMs via Double Early Exitin…☆59Updated last year
- [ICLR'25] Fast Inference of MoE Models with CPU-GPU Orchestration☆232Updated 9 months ago
- ☆94Updated 5 months ago
- 16-fold memory access reduction with nearly no loss☆105Updated 5 months ago
- ☆124Updated 3 months ago
- Code for data-aware compression of DeepSeek models☆50Updated 3 months ago
- [ICLR2025 Spotlight] MagicPIG: LSH Sampling for Efficient LLM Generation☆235Updated 9 months ago
- QQQ is an innovative and hardware-optimized W4A8 quantization solution for LLMs.☆139Updated 3 weeks ago
- A safetensors extension to efficiently store sparse quantized tensors on disk☆157Updated this week
- 3x Faster Inference; Unofficial implementation of EAGLE Speculative Decoding☆75Updated 2 months ago
- ☆150Updated 2 months ago
- ☆197Updated 4 months ago
- [ICLR 2025] Palu: Compressing KV-Cache with Low-Rank Projection☆138Updated 6 months ago
- An easy-to-use package for implementing SmoothQuant for LLMs☆105Updated 5 months ago
- SeerAttention: Learning Intrinsic Sparse Attention in Your LLMs☆151Updated last month
- [ICLR 2025] DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads☆490Updated 7 months ago
- [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference☆333Updated 2 months ago
- Official repository for DistFlashAttn: Distributed Memory-efficient Attention for Long-context LLMs Training☆216Updated last year
- [CoLM'25] The official implementation of the paper <MoA: Mixture of Sparse Attention for Automatic Large Language Model Compression>☆146Updated 2 months ago