amirzandieh / QJLLinks
QJL: 1-Bit Quantized JL transform for KV Cache Quantization with Zero Overhead
☆26Updated 5 months ago
Alternatives and similar repositories for QJL
Users that are interested in QJL are comparing it to the libraries listed below
Sorting:
- [ICLR 2025] TidalDecode: A Fast and Accurate LLM Decoding with Position Persistent Sparse Attention☆40Updated 3 months ago
- [ICML 2024 Oral] Any-Precision LLM: Low-Cost Deployment of Multiple, Different-Sized LLMs☆111Updated 2 weeks ago
- GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM☆165Updated last year
- 16-fold memory access reduction with nearly no loss☆102Updated 3 months ago
- [ICLR 2025] Palu: Compressing KV-Cache with Low-Rank Projection☆126Updated 5 months ago
- ☆52Updated 11 months ago
- Flash-LLM: Enabling Cost-Effective and Highly-Efficient Large Generative Model Inference with Unstructured Sparsity☆216Updated last year
- A GPU-optimized system for efficient long-context LLMs decoding with low-bit KV cache.☆52Updated last week
- [ICML 2025] SliM-LLM: Salience-Driven Mixed-Precision Quantization for Large Language Models☆34Updated 11 months ago
- [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference☆305Updated last week
- ☆55Updated last year
- Code for paper: [ICLR2025 Oral] FlexPrefill: A Context-Aware Sparse Attention Mechanism for Efficient Long-Sequence Inference☆119Updated 2 months ago
- [ICML 2024] KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache☆311Updated 6 months ago
- ArkVale: Efficient Generative LLM Inference with Recallable Key-Value Eviction (NIPS'24)☆41Updated 7 months ago
- Pytorch implementation of our paper accepted by ICML 2024 -- CaM: Cache Merging for Memory-efficient LLMs Inference☆42Updated last year
- Explore Inter-layer Expert Affinity in MoE Model Inference☆11Updated last year
- SpInfer: Leveraging Low-Level Sparsity for Efficient Large Language Model Inference on GPUs☆50Updated 3 months ago
- LLM Inference with Microscaling Format☆24Updated 8 months ago
- QAQ: Quality Adaptive Quantization for LLM KV Cache☆51Updated last year
- [DAC'25] Official implement of "HybriMoE: Hybrid CPU-GPU Scheduling and Cache Management for Efficient MoE Inference"☆59Updated last month
- HALO: Hadamard-Assisted Low-Precision Optimization and Training method for finetuning LLMs. 🚀 The official implementation of https://arx…☆17Updated 5 months ago
- ☆77Updated 5 months ago
- The Official Implementation of Ada-KV: Optimizing KV Cache Eviction by Adaptive Budget Allocation for Efficient LLM Inference☆84Updated 3 weeks ago
- Official implementation for Yuan & Liu & Zhong et al., KV Cache Compression, But What Must We Give in Return? A Comprehensive Benchmark o…☆80Updated 4 months ago
- PyTorch library for cost-effective, fast and easy serving of MoE models.☆209Updated last week
- [COLM 2024] SKVQ: Sliding-window Key and Value Cache Quantization for Large Language Models☆21Updated 9 months ago
- SQUEEZED ATTENTION: Accelerating Long Prompt LLM Inference☆50Updated 7 months ago
- SeerAttention: Learning Intrinsic Sparse Attention in Your LLMs☆137Updated this week
- Code release for AdapMoE accepted by ICCAD 2024☆26Updated 2 months ago
- ☆14Updated last year