jy-yuan / KIVILinks
[ICML 2024] KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache
☆343Updated last month
Alternatives and similar repositories for KIVI
Users that are interested in KIVI are comparing it to the libraries listed below
Sorting:
- ☆296Updated 5 months ago
- [NeurIPS 2024] KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization☆395Updated last year
- [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference☆357Updated 5 months ago
- [MLSys'24] Atom: Low-bit Quantization for Efficient and Accurate LLM Serving☆331Updated last year
- [ICLR 2025] Palu: Compressing KV-Cache with Low-Rank Projection☆149Updated 10 months ago
- GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM☆172Updated last year
- Spec-Bench: A Comprehensive Benchmark and Unified Evaluation Platform for Speculative Decoding (ACL 2024 Findings)☆344Updated 8 months ago
- ☆348Updated last year
- ☆156Updated 10 months ago
- Code for Neurips24 paper: QuaRot, an end-to-end 4-bit inference of large language models.☆466Updated last year
- [NeurIPS'23] H2O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models.☆490Updated last year
- 16-fold memory access reduction with nearly no loss☆109Updated 8 months ago
- [ICLR 2025] DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads☆515Updated 10 months ago
- An algorithm for weight-activation quantization (W4A4, W4A8) of LLMs, supporting both static and dynamic quantization☆169Updated 3 weeks ago
- [NeurIPS 2024] The official implementation of "Kangaroo: Lossless Self-Speculative Decoding for Accelerating LLMs via Double Early Exitin…☆63Updated last year
- [ICML 2025] Official PyTorch implementation of "FlatQuant: Flatness Matters for LLM Quantization"☆200Updated 3 weeks ago
- SeerAttention: Learning Intrinsic Sparse Attention in Your LLMs☆177Updated 3 months ago
- [ICLR'25] Fast Inference of MoE Models with CPU-GPU Orchestration☆249Updated last year
- Code for paper: [ICLR2025 Oral] FlexPrefill: A Context-Aware Sparse Attention Mechanism for Efficient Long-Sequence Inference☆159Updated 2 months ago
- Official implementation for Yuan & Liu & Zhong et al., KV Cache Compression, But What Must We Give in Return? A Comprehensive Benchmark o…☆87Updated 9 months ago
- [ICLR2025 Spotlight] MagicPIG: LSH Sampling for Efficient LLM Generation☆244Updated last year
- QAQ: Quality Adaptive Quantization for LLM KV Cache☆55Updated last year
- Code associated with the paper **Draft & Verify: Lossless Large Language Model Acceleration via Self-Speculative Decoding**☆215Updated 10 months ago
- [ICLR2025] Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding☆135Updated last year
- Fast Hadamard transform in CUDA, with a PyTorch interface☆267Updated 2 months ago
- KV cache compression for high-throughput LLM inference☆148Updated 10 months ago
- Awesome list for LLM quantization☆370Updated 2 months ago
- Explorations into some recent techniques surrounding speculative decoding☆295Updated last year
- Code repo for the paper "SpinQuant LLM quantization with learned rotations"☆357Updated 10 months ago
- Official Implementation of "Learning Harmonized Representations for Speculative Sampling" (HASS)☆52Updated 9 months ago