AnswerDotAI / cold-compressLinks
Cold Compress is a hackable, lightweight, and open-source toolkit for creating and benchmarking cache compression methods built on top of GPT-Fast, a simple, PyTorch-native generation codebase.
☆141Updated last year
Alternatives and similar repositories for cold-compress
Users that are interested in cold-compress are comparing it to the libraries listed below
Sorting:
- Boosting 4-bit inference kernels with 2:4 Sparsity☆80Updated 11 months ago
- Triton-based implementation of Sparse Mixture of Experts.☆233Updated 8 months ago
- Layer-Condensed KV cache w/ 10 times larger batch size, fewer params and less computation. Dramatic speed up with better task performance…☆151Updated 4 months ago
- Code for studying the super weight in LLM☆115Updated 8 months ago
- GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM☆165Updated last year
- ☆139Updated 6 months ago
- The simplest implementation of recent Sparse Attention patterns for efficient LLM inference.☆84Updated last month
- ☆273Updated last month
- Flash-Muon: An Efficient Implementation of Muon Optimizer☆160Updated 2 months ago
- Explorations into some recent techniques surrounding speculative decoding☆282Updated 8 months ago
- ☆201Updated 8 months ago
- The evaluation framework for training-free sparse attention in LLMs☆90Updated 2 months ago
- The source code of our work "Prepacking: A Simple Method for Fast Prefilling and Increased Throughput in Large Language Models" [AISTATS …☆61Updated 10 months ago
- [ICLR2025] Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding☆124Updated 8 months ago
- Ouroboros: Speculative Decoding with Large Model Enhanced Drafting (EMNLP 2024 main)☆109Updated 5 months ago
- ☆127Updated last year
- ☆148Updated 2 years ago
- ArcticTraining is a framework designed to simplify and accelerate the post-training process for large language models (LLMs)☆200Updated last week
- [ICLR2025 Spotlight] MagicPIG: LSH Sampling for Efficient LLM Generation☆231Updated 8 months ago
- The official repo for "LLoCo: Learning Long Contexts Offline"☆118Updated last year
- Fast and memory-efficient exact attention☆70Updated 5 months ago
- ☆118Updated last year
- Repo for "LoLCATs: On Low-Rank Linearizing of Large Language Models"☆244Updated 6 months ago
- KV cache compression for high-throughput LLM inference☆134Updated 6 months ago
- Official repository for DistFlashAttn: Distributed Memory-efficient Attention for Long-context LLMs Training☆214Updated last year
- Unofficial implementation for the paper "Mixture-of-Depths: Dynamically allocating compute in transformer-based language models"☆169Updated last year
- Tree Attention: Topology-aware Decoding for Long-Context Attention on GPU clusters☆128Updated 8 months ago
- Simple and efficient pytorch-native transformer training and inference (batched)☆78Updated last year
- [ICLR 2025] Palu: Compressing KV-Cache with Low-Rank Projection☆130Updated 6 months ago
- A scalable asynchronous reinforcement learning implementation with in-flight weight updates.☆137Updated this week