☆53May 13, 2024Updated last year
Alternatives and similar repositories for LESS
Users that are interested in LESS are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆37Oct 10, 2024Updated last year
- ☆311Jul 10, 2025Updated 9 months ago
- 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
- Pytorch implementation for "Compressed Context Memory For Online Language Model Interaction" (ICLR'24)☆63Apr 18, 2024Updated 2 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- [ACL 2025] Squeezed Attention: Accelerating Long Prompt LLM Inference☆60Nov 20, 2024Updated last year
- [NeurIPS 2024] The official implementation of ZipCache: Accurate and Efficient KV Cache Quantization with Salient Token Identification☆31Mar 30, 2025Updated last year
- Keyformer proposes KV Cache reduction through key tokens identification and without the need for fine-tuning☆57Mar 26, 2024Updated 2 years ago
- [ICML 2024] KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache☆387Nov 20, 2025Updated 5 months ago
- Token Omission Via Attention☆127Oct 13, 2024Updated last year
- [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference☆381Jul 10, 2025Updated 9 months ago
- [NeurIPS'23] H2O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models.☆513Aug 1, 2024Updated last year
- This repo contains the source code for: Model Tells You What to Discard: Adaptive KV Cache Compression for LLMs☆43Aug 14, 2024Updated last year
- ☆39Aug 27, 2024Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- 16-fold memory access reduction with nearly no loss☆108Mar 26, 2025Updated last year
- ☆23Jul 7, 2023Updated 2 years ago
- 📰 Must-read papers on KV Cache Compression (constantly updating 🤗).☆694Apr 15, 2026Updated 2 weeks ago
- GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM☆182Jul 12, 2024Updated last year
- This is the official repo of "QuickLLaMA: Query-aware Inference Acceleration for Large Language Models"☆55Jul 16, 2024Updated last year
- ☆14Jun 4, 2024Updated last year
- The repository of paper Personalized Multimodal Response Generation with Large Language Models☆18Jun 28, 2024Updated last year
- Fast and Robust Early-Exiting Framework for Autoregressive Language Models with Synchronized Parallel Decoding (EMNLP 2023 Long)☆65Sep 28, 2024Updated last year
- [ICML 2024] When Linear Attention Meets Autoregressive Decoding: Towards More Effective and Efficient Linearized Large Language Models☆35Jun 12, 2024Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Code for "Retaining Key Information under High Compression Rates: Query-Guided Compressor for LLMs" (ACL 2024)☆19Jun 12, 2024Updated last year
- ☆21Feb 5, 2024Updated 2 years ago
- QAQ: Quality Adaptive Quantization for LLM KV Cache☆53Mar 27, 2024Updated 2 years ago
- ☆47Nov 25, 2024Updated last year
- Running inference on the ZeroSCROLLS benchmark☆22Apr 18, 2024Updated 2 years ago
- Code for the accelerated SDE☆12Sep 18, 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 9 months ago
- [ICLR 2025] Palu: Compressing KV-Cache with Low-Rank Projection☆154Feb 20, 2025Updated last year
- Simple (fast) transformer inference in PyTorch with torch.compile + lit-llama code☆10Aug 29, 2023Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- [ICLR 2025] DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads☆540Feb 10, 2025Updated last year
- ☆13Mar 11, 2023Updated 3 years ago
- [ICML 2025 Spotlight] ShadowKV: KV Cache in Shadows for High-Throughput Long-Context LLM Inference☆296May 1, 2025Updated 11 months ago
- LongBench v2 and LongBench (ACL 25'&24')☆1,161Jan 15, 2025Updated last year
- [ICLR'25] Data and code for our paper "Why Does the Effective Context Length of LLMs Fall Short?"☆82Nov 25, 2024Updated last year
- The code of our paper "InfLLM: Unveiling the Intrinsic Capacity of LLMs for Understanding Extremely Long Sequences with Training-Free Mem…☆402Apr 20, 2024Updated 2 years ago
- Dynamic Context Selection for Efficient Long-Context LLMs☆56May 20, 2025Updated 11 months ago