☆52May 13, 2024Updated last year
Alternatives and similar repositories for LESS
Users that are interested in LESS are comparing it to the libraries listed below
Sorting:
- ☆37Oct 10, 2024Updated last year
- Easy control for Key-Value Constrained Generative LLM Inference(https://arxiv.org/abs/2402.06262)☆62Feb 13, 2024Updated 2 years ago
- An experimentation platform for LLM inference optimisation☆36Sep 19, 2024Updated last year
- ☆301Jul 10, 2025Updated 7 months ago
- [ACL 2025] Squeezed Attention: Accelerating Long Prompt LLM Inference☆57Nov 20, 2024Updated last year
- Token Omission Via Attention☆128Oct 13, 2024Updated last year
- [ICML 2024] KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache☆358Nov 20, 2025Updated 3 months ago
- Pytorch implementation for "Compressed Context Memory For Online Language Model Interaction" (ICLR'24)☆63Apr 18, 2024Updated last year
- [NeurIPS 2024] The official implementation of ZipCache: Accurate and Efficient KV Cache Quantization with Salient Token Identification☆32Mar 30, 2025Updated 11 months ago
- The Official Implementation of Ada-KV [NeurIPS 2025]☆128Nov 26, 2025Updated 3 months ago
- [NeurIPS'23] H2O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models.☆504Aug 1, 2024Updated last year
- [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference☆372Jul 10, 2025Updated 7 months ago
- Keyformer proposes KV Cache reduction through key tokens identification and without the need for fine-tuning☆57Mar 26, 2024Updated last year
- ☆23Jul 7, 2023Updated 2 years ago
- 16-fold memory access reduction with nearly no loss☆109Mar 26, 2025Updated 11 months ago
- This repo contains the source code for: Model Tells You What to Discard: Adaptive KV Cache Compression for LLMs☆44Aug 14, 2024Updated last year
- Simple (fast) transformer inference in PyTorch with torch.compile + lit-llama code☆10Aug 29, 2023Updated 2 years ago
- ☆12Dec 29, 2023Updated 2 years ago
- GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM☆177Jul 12, 2024Updated last year
- Official implementation of "TailorKV: A Hybrid Framework for Long-Context Inference via Tailored KV Cache Optimization" (Findings of ACL …☆21Jul 25, 2025Updated 7 months ago
- Fast and differentiable hidden Markov model in C++☆19Jan 20, 2023Updated 3 years ago
- Fast and Robust Early-Exiting Framework for Autoregressive Language Models with Synchronized Parallel Decoding (EMNLP 2023 Long)☆65Sep 28, 2024Updated last year
- 📰 Must-read papers on KV Cache Compression (constantly updating 🤗).☆659Sep 30, 2025Updated 5 months ago
- [ICLR 2025] Palu: Compressing KV-Cache with Low-Rank Projection☆155Feb 20, 2025Updated last year
- ☆39Aug 27, 2024Updated last year
- ☆14Jun 4, 2024Updated last year
- ☆54May 19, 2025Updated 9 months ago
- Code for "Retaining Key Information under High Compression Rates: Query-Guided Compressor for LLMs" (ACL 2024)☆18Jun 12, 2024Updated last year
- Running inference on the ZeroSCROLLS benchmark☆20Apr 18, 2024Updated last year
- AGaLiTe: Approximate Gated Linear Transformers for Online Reinforcement Learning (Published in TMLR)☆23Oct 15, 2024Updated last year
- ☆48Nov 25, 2024Updated last year
- [ICLR'25] Data and code for our paper "Why Does the Effective Context Length of LLMs Fall Short?"☆78Nov 25, 2024Updated last year
- [ICLR 2025] DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads☆524Feb 10, 2025Updated last year
- [ICML 2025 Spotlight] ShadowKV: KV Cache in Shadows for High-Throughput Long-Context LLM Inference☆283May 1, 2025Updated 9 months ago
- Ransac, Ransac with Adaptive Parameter Calculation and Vanishing point detection using Ransac☆15Oct 26, 2018Updated 7 years ago
- Code for ACL2022 publication Transkimmer: Transformer Learns to Layer-wise Skim☆22Aug 21, 2022Updated 3 years ago
- QAQ: Quality Adaptive Quantization for LLM KV Cache☆55Mar 27, 2024Updated last year
- This is the official repo of "QuickLLaMA: Query-aware Inference Acceleration for Large Language Models"☆55Jul 16, 2024Updated last year
- [NeurIPS 2024] KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization☆402Aug 13, 2024Updated last year