hetailang / SqueezeAttentionLinks
☆38Updated last year
Alternatives and similar repositories for SqueezeAttention
Users that are interested in SqueezeAttention are comparing it to the libraries listed below
Sorting:
- [CoLM'25] The official implementation of the paper <MoA: Mixture of Sparse Attention for Automatic Large Language Model Compression>☆148Updated 3 months ago
- [ACL 2024] Not All Experts are Equal: Efficient Expert Pruning and Skipping for Mixture-of-Experts Large Language Models☆106Updated last year
- Code repo for "CritiPrefill: A Segment-wise Criticality-based Approach for Prefilling Acceleration in LLMs".☆16Updated last year
- Mask-Enhanced Autoregressive Prediction: Pay Less Attention to Learn More☆33Updated 5 months ago
- ☆85Updated 9 months ago
- This repository contains the code for the paper: SirLLM: Streaming Infinite Retentive LLM☆60Updated last year
- Work in progress.☆74Updated 4 months ago
- [ICML 2024] Official Implementation of SLEB: Streamlining LLMs through Redundancy Verification and Elimination of Transformer Blocks☆37Updated 8 months ago
- Easy control for Key-Value Constrained Generative LLM Inference(https://arxiv.org/abs/2402.06262)☆63Updated last year
- The official repo for "LLoCo: Learning Long Contexts Offline"☆118Updated last year
- Training-free Post-training Efficient Sub-quadratic Complexity Attention. Implemented with OpenAI Triton.☆148Updated 2 weeks ago
- [ICML24] Pruner-Zero: Evolving Symbolic Pruning Metric from scratch for LLMs☆94Updated 11 months ago
- [ICLR2025] Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding☆130Updated 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,…☆51Updated 6 months ago
- Cascade Speculative Drafting☆31Updated last year
- Block Transformer: Global-to-Local Language Modeling for Fast Inference (NeurIPS 2024)☆162Updated 6 months ago
- Layer-Condensed KV cache w/ 10 times larger batch size, fewer params and less computation. Dramatic speed up with better task performance…☆155Updated 6 months ago
- The official implementation of the paper "Towards Efficient Mixture of Experts: A Holistic Study of Compression Techniques (TMLR)".☆78Updated 7 months ago
- Repo hosting codes and materials related to speeding LLMs' inference using token merging.☆37Updated 3 weeks ago
- The official implementation of paper: SimLayerKV: A Simple Framework for Layer-Level KV Cache Reduction.☆50Updated last year
- ☆127Updated last year
- ☆202Updated 10 months ago
- Code for this paper "HyperRouter: Towards Efficient Training and Inference of Sparse Mixture of Experts via HyperNetwork"☆33Updated last year
- Co-LLM: Learning to Decode Collaboratively with Multiple Language Models☆122Updated last year
- ☆52Updated last year
- PB-LLM: Partially Binarized Large Language Models☆156Updated last year
- The evaluation framework for training-free sparse attention in LLMs☆102Updated 2 weeks ago
- [NeurIPS 24 Spotlight] MaskLLM: Learnable Semi-structured Sparsity for Large Language Models☆179Updated 10 months ago
- The official implementation of "Ada-LEval: Evaluating long-context LLMs with length-adaptable benchmarks"☆54Updated 5 months ago
- ☆145Updated 8 months ago