hpcgroup / lokiLinks
Algorithms for approximate attention in LLMs
☆21Updated 8 months ago
Alternatives and similar repositories for loki
Users that are interested in loki are comparing it to the libraries listed below
Sorting:
- [NeurIPS 2025] Official implementation of "Reasoning Path Compression: Compressing Generation Trajectories for Efficient LLM Reasoning"☆26Updated last month
- Beyond KV Caching: Shared Attention for Efficient LLMs☆20Updated last year
- ☆10Updated last year
- This repo contains the source code for: Model Tells You What to Discard: Adaptive KV Cache Compression for LLMs☆42Updated last year
- Official Implementation of FastKV: Decoupling of Context Reduction and KV Cache Compression for Prefill-Decoding Acceleration☆28Updated 3 weeks ago
- AdaSplash: Adaptive Sparse Flash Attention (aka Flash Entmax Attention)☆30Updated 2 months ago
- The official implementation of the paper "Towards Efficient Mixture of Experts: A Holistic Study of Compression Techniques (TMLR)".☆87Updated 8 months ago
- Code for NOLA, an implementation of "nola: Compressing LoRA using Linear Combination of Random Basis"☆57Updated last year
- ☆19Updated last year
- The open-source materials for paper "Sparsing Law: Towards Large Language Models with Greater Activation Sparsity".☆28Updated last year
- Kinetics: Rethinking Test-Time Scaling Laws☆84Updated 5 months ago
- [ICML 2024] When Linear Attention Meets Autoregressive Decoding: Towards More Effective and Efficient Linearized Large Language Models☆35Updated last year
- [ICML 2025] Code for "R2-T2: Re-Routing in Test-Time for Multimodal Mixture-of-Experts"☆17Updated 9 months ago
- [ICML 2024] SPP: Sparsity-Preserved Parameter-Efficient Fine-Tuning for Large Language Models☆21Updated last year
- Learning to Skip the Middle Layers of Transformers☆15Updated 4 months ago
- [ICLR 2025] Official Pytorch Implementation of "Mix-LN: Unleashing the Power of Deeper Layers by Combining Pre-LN and Post-LN" by Pengxia…☆27Updated 4 months ago
- ☆39Updated last year
- dParallel: Learnable Parallel Decoding for dLLMs☆49Updated 2 months ago
- [ICML 2025] LaCache: Ladder-Shaped KV Caching for Efficient Long-Context Modeling of Large Language Models☆16Updated last month
- ☆34Updated 10 months ago
- ☆38Updated last year
- [ICML24] Pruner-Zero: Evolving Symbolic Pruning Metric from scratch for LLMs☆98Updated last year
- Pytorch implementation of our paper accepted by ICML 2024 -- CaM: Cache Merging for Memory-efficient LLMs Inference☆47Updated last year
- ☆15Updated last year
- An efficient implementation of the NSA (Native Sparse Attention) kernel☆126Updated 5 months ago
- Official Repo for SparseLLM: Global Pruning of LLMs (NeurIPS 2024)☆67Updated 8 months ago
- ☆27Updated 8 months ago
- [ACL 2024] Not All Experts are Equal: Efficient Expert Pruning and Skipping for Mixture-of-Experts Large Language Models☆111Updated last year
- ☆26Updated 2 weeks ago
- ☆36Updated 9 months ago