jy-yuan / KIVILinks
[ICML 2024] KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache
☆303Updated 5 months ago
Alternatives and similar repositories for KIVI
Users that are interested in KIVI are comparing it to the libraries listed below
Sorting:
- [NeurIPS 2024] KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization☆359Updated 10 months ago
- [MLSys'24] Atom: Low-bit Quantization for Efficient and Accurate LLM Serving☆310Updated 11 months ago
- Spec-Bench: A Comprehensive Benchmark and Unified Evaluation Platform for Speculative Decoding (ACL 2024 Findings)☆282Updated 2 months ago
- ☆256Updated last year
- [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference☆295Updated 7 months ago
- GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM☆163Updated 11 months ago
- Code for Neurips24 paper: QuaRot, an end-to-end 4-bit inference of large language models.☆395Updated 6 months ago
- ☆328Updated last year
- [ICLR 2025] Palu: Compressing KV-Cache with Low-Rank Projection☆122Updated 4 months ago
- [NeurIPS'23] H2O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models.☆454Updated 10 months ago
- Explorations into some recent techniques surrounding speculative decoding☆269Updated 6 months ago
- [NeurIPS 2024] The official implementation of "Kangaroo: Lossless Self-Speculative Decoding for Accelerating LLMs via Double Early Exitin…☆57Updated 11 months ago
- An algorithm for weight-activation quantization (W4A4, W4A8) of LLMs, supporting both static and dynamic quantization☆136Updated last month
- Official implementation for Yuan & Liu & Zhong et al., KV Cache Compression, But What Must We Give in Return? A Comprehensive Benchmark o…☆79Updated 3 months ago
- ☆130Updated 4 months ago
- Flash-LLM: Enabling Cost-Effective and Highly-Efficient Large Generative Model Inference with Unstructured Sparsity☆214Updated last year
- Code associated with the paper **Draft & Verify: Lossless Large Language Model Acceleration via Self-Speculative Decoding**☆190Updated 4 months ago
- [ICLR 2025] COAT: Compressing Optimizer States and Activation for Memory-Efficient FP8 Training☆209Updated last week
- 📰 Must-read papers on KV Cache Compression (constantly updating 🤗).☆454Updated last week
- An efficient GPU support for LLM inference with x-bit quantization (e.g. FP6,FP5).☆252Updated 7 months ago
- PyTorch library for cost-effective, fast and easy serving of MoE models.☆198Updated last week
- KV cache compression for high-throughput LLM inference☆130Updated 4 months ago
- [ICLR'25] Fast Inference of MoE Models with CPU-GPU Orchestration☆213Updated 7 months ago
- Awesome list for LLM quantization☆236Updated 2 weeks ago
- [ICLR 2025] DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads☆466Updated 4 months ago
- QAQ: Quality Adaptive Quantization for LLM KV Cache☆51Updated last year
- Code Repository of Evaluating Quantized Large Language Models☆124Updated 9 months ago
- Code repo for the paper "SpinQuant LLM quantization with learned rotations"☆288Updated 4 months ago
- 16-fold memory access reduction with nearly no loss☆99Updated 2 months ago
- Code for paper: [ICLR2025 Oral] FlexPrefill: A Context-Aware Sparse Attention Mechanism for Efficient Long-Sequence Inference☆113Updated last month