hetailang / SqueezeAttention
☆37Updated 6 months ago
Alternatives and similar repositories for SqueezeAttention:
Users that are interested in SqueezeAttention are comparing it to the libraries listed below
- Code repo for "CritiPrefill: A Segment-wise Criticality-based Approach for Prefilling Acceleration in LLMs".☆13Updated 7 months ago
- [ACL 2024] Not All Experts are Equal: Efficient Expert Pruning and Skipping for Mixture-of-Experts Large Language Models☆86Updated 10 months ago
- Work in progress.☆56Updated last week
- The official implementation of the paper "Towards Efficient Mixture of Experts: A Holistic Study of Compression Techniques (TMLR)".☆66Updated 3 weeks ago
- Pruner-Zero: Evolving Symbolic Pruning Metric from scratch for LLMs☆81Updated 4 months ago
- [ICLR2025] Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding☆113Updated 4 months ago
- Pytorch implementation of our paper accepted by ICML 2024 -- CaM: Cache Merging for Memory-efficient LLMs Inference☆37Updated 9 months ago
- Beyond KV Caching: Shared Attention for Efficient LLMs☆18Updated 8 months ago
- This repo contains the source code for: Model Tells You What to Discard: Adaptive KV Cache Compression for LLMs☆36Updated 8 months ago
- The official implementation of the paper <MoA: Mixture of Sparse Attention for Automatic Large Language Model Compression>☆123Updated 4 months ago
- Activation-aware Singular Value Decomposition for Compressing Large Language Models☆61Updated 5 months ago
- Official Implementation of SLEB: Streamlining LLMs through Redundancy Verification and Elimination of Transformer Blocks☆36Updated 2 months ago
- Implementation for the paper: CMoE: Fast Carving of Mixture-of-Experts for Efficient LLM Inference☆19Updated last month
- An unofficial implementation of "Mixture-of-Depths: Dynamically allocating compute in transformer-based language models"☆35Updated 10 months ago
- Mask-Enhanced Autoregressive Prediction: Pay Less Attention to Learn More☆28Updated 2 months ago
- Official Implementation of FastKV: KV Cache Compression for Fast Long-Context Processing with Token-Selective Propagation☆17Updated last week
- ☆36Updated 7 months ago
- ☆122Updated 2 months ago
- This repository contains the code for the paper: SirLLM: Streaming Infinite Retentive LLM☆57Updated 10 months ago
- Easy control for Key-Value Constrained Generative LLM Inference(https://arxiv.org/abs/2402.06262)☆62Updated last year
- GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM☆159Updated 9 months ago
- The official implementation of paper: SimLayerKV: A Simple Framework for Layer-Level KV Cache Reduction.☆45Updated 6 months ago
- Code for paper: [ICLR2025 Oral] FlexPrefill: A Context-Aware Sparse Attention Mechanism for Efficient Long-Sequence Inference☆82Updated last week
- Repo hosting codes and materials related to speeding LLMs' inference using token merging.☆36Updated 11 months ago
- EE-LLM is a framework for large-scale training and inference of early-exit (EE) large language models (LLMs).☆57Updated 10 months ago
- From GaLore to WeLore: How Low-Rank Weights Non-uniformly Emerge from Low-Rank Gradients. Ajay Jaiswal, Lu Yin, Zhenyu Zhang, Shiwei Liu,…☆44Updated 9 months ago
- The official implementation of Cross-Task Experience Sharing (COPS)☆21Updated 5 months ago
- ☆75Updated 3 weeks ago
- Repository for Sparse Finetuning of LLMs via modified version of the MosaicML llmfoundry☆40Updated last year
- Training-free Post-training Efficient Sub-quadratic Complexity Attention. Implemented with OpenAI Triton.☆128Updated this week