☆53May 13, 2024Updated 2 years ago
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:
- Pytorch implementation for "Compressed Context Memory For Online Language Model Interaction" (ICLR'24)☆63Apr 18, 2024Updated 2 years ago
- Keyformer proposes KV Cache reduction through key tokens identification and without the need for fine-tuning☆59Mar 26, 2024Updated 2 years ago
- Easy control for Key-Value Constrained Generative LLM Inference(https://arxiv.org/abs/2402.06262)☆62Feb 13, 2024Updated 2 years ago
- ☆336Jul 10, 2025Updated last year
- The Official Implementation of Ada-KV [NeurIPS 2025]☆143Nov 26, 2025Updated 11 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- An experimentation platform for LLM inference optimisation☆36Sep 19, 2024Updated 2 years ago
- ☆39Aug 27, 2024Updated 2 years ago
- This repo contains the source code for: Model Tells You What to Discard: Adaptive KV Cache Compression for LLMs☆44Aug 14, 2024Updated 2 years ago
- [NeurIPS 2024] The official implementation of ZipCache: Accurate and Efficient KV Cache Quantization with Salient Token Identification☆33Mar 30, 2025Updated last year
- [ACL 2025] Squeezed Attention: Accelerating Long Prompt LLM Inference☆58Nov 20, 2024Updated last year
- [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference☆414Jul 10, 2025Updated last year
- Official implementation of "TailorKV: A Hybrid Framework for Long-Context Inference via Tailored KV Cache Optimization" (Findings of ACL …☆21Jul 25, 2025Updated last year
- [EMNLP 2024 Findings🔥] Official implementation of ": LOOK-M: Look-Once Optimization in KV Cache for Efficient Multimodal Long-Context In…☆104Nov 9, 2024Updated last year
- [ICML 2024] KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache☆437Nov 20, 2025Updated 11 months ago
- 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.
- [NeurIPS'23] H2O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models.☆537Aug 1, 2024Updated 2 years ago
- ☆29May 24, 2024Updated 2 years ago
- Adapt full attention LLM to sliding window attention☆14Feb 20, 2026Updated 8 months ago
- [EMNLP 2023]Context Compression for Auto-regressive Transformers with Sentinel Tokens☆25Nov 6, 2023Updated 2 years ago
- This is the official repo of "QuickLLaMA: Query-aware Inference Acceleration for Large Language Models"☆55Jul 16, 2024Updated 2 years ago
- toLLMatch🔪: Context-aware LLM-based simultaneous translation☆10Mar 6, 2025Updated last year
- Code for the accelerated SDE☆11Sep 18, 2024Updated 2 years ago
- GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM☆186Jul 12, 2024Updated 2 years ago
- 16-fold memory access reduction with nearly no loss☆107Mar 26, 2025Updated last year
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Code for "Retaining Key Information under High Compression Rates: Query-Guided Compressor for LLMs" (ACL 2024)☆19Jun 12, 2024Updated 2 years ago
- The repository of paper Personalized Multimodal Response Generation with Large Language Models☆18Jun 28, 2024Updated 2 years ago
- The code of our paper "InfLLM: Unveiling the Intrinsic Capacity of LLMs for Understanding Extremely Long Sequences with Training-Free Mem…☆407Apr 20, 2024Updated 2 years ago
- [ICML 2024] Junk DNA Hypothesis: A Task-Centric Angle of LLM Pre-trained Weights through Sparsity; Lu Yin*, Ajay Jaiswal*, Shiwei Liu, So…☆16Apr 21, 2025Updated last year
- [ACL 2024] Long-Context Language Modeling with Parallel Encodings☆168Jun 13, 2024Updated 2 years ago
- ☆47Nov 25, 2024Updated last year
- ☆22Feb 5, 2024Updated 2 years ago
- 📰 Must-read papers on KV Cache Compression (constantly updating 🤗).☆748Aug 16, 2026Updated 2 months ago
- [ICML 2024] When Linear Attention Meets Autoregressive Decoding: Towards More Effective and Efficient Linearized Large Language Models☆35Jun 12, 2024Updated 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.
- QAQ: Quality Adaptive Quantization for LLM KV Cache☆55Mar 27, 2024Updated 2 years ago
- MMDeepResearch-Bench (MMDR)☆34Aug 10, 2026Updated 2 months ago
- [ICML 2025 Spotlight] ShadowKV: KV Cache in Shadows for High-Throughput Long-Context LLM Inference☆316May 1, 2025Updated last year
- Running inference on the ZeroSCROLLS benchmark☆22Apr 18, 2024Updated 2 years ago
- Layer-Condensed KV cache w/ 10 times larger batch size, fewer params and less computation. Dramatic speed up with better task performance…☆155Apr 7, 2025Updated last year
- [ICLR 2025] Palu: Compressing KV-Cache with Low-Rank Projection☆166Feb 20, 2025Updated last year
- Code for joint neural network training☆20May 30, 2019Updated 7 years ago