Supercomputing-System-AI-Lab / MiLoLinks
Code repo for efficient quantized MoE inference with mixture of low-rank compensators
☆28Updated 8 months ago
Alternatives and similar repositories for MiLo
Users that are interested in MiLo are comparing it to the libraries listed below
Sorting:
- [ICLR 2025] TidalDecode: A Fast and Accurate LLM Decoding with Position Persistent Sparse Attention☆50Updated 5 months ago
- Code release for AdapMoE accepted by ICCAD 2024☆35Updated 8 months ago
- [ICLR 2025] Palu: Compressing KV-Cache with Low-Rank Projection☆151Updated 10 months ago
- [HPCA 2026] A GPU-optimized system for efficient long-context LLMs decoding with low-bit KV cache.☆76Updated 3 weeks ago
- [NeurIPS'25 Spotlight] Adaptive Attention Sparsity with Hierarchical Top-p Pruning☆81Updated last month
- ☆58Updated last year
- ArkVale: Efficient Generative LLM Inference with Recallable Key-Value Eviction (NIPS'24)☆50Updated last year
- InfiniGen: Efficient Generative Inference of Large Language Models with Dynamic KV Cache Management (OSDI'24)☆170Updated last year
- Accelerating Large-Scale Reasoning Model Inference with Sparse Self-Speculative Decoding☆74Updated last month
- [DAC'25] Official implement of "HybriMoE: Hybrid CPU-GPU Scheduling and Cache Management for Efficient MoE Inference"☆95Updated 3 weeks ago
- [ACL 2025] Squeezed Attention: Accelerating Long Prompt LLM Inference☆55Updated last year
- ☆59Updated last year
- LLM Inference with Microscaling Format☆34Updated last year
- Explore Inter-layer Expert Affinity in MoE Model Inference☆16Updated last year
- SpInfer: Leveraging Low-Level Sparsity for Efficient Large Language Model Inference on GPUs☆59Updated 9 months ago
- The Official Implementation of Ada-KV [NeurIPS 2025]☆122Updated last month
- xKV: Cross-Layer SVD for KV-Cache Compression☆42Updated last month
- This repository serves as a comprehensive survey of LLM development, featuring numerous research papers along with their corresponding co…☆261Updated last month
- Official implementation for Yuan & Liu & Zhong et al., KV Cache Compression, But What Must We Give in Return? A Comprehensive Benchmark o…☆88Updated 10 months ago
- ☆81Updated 2 months ago
- [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference☆362Updated 6 months ago
- 16-fold memory access reduction with nearly no loss☆109Updated 9 months ago
- ☆27Updated 9 months ago
- [ACL 2025 main] FR-Spec: Frequency-Ranked Speculative Sampling☆49Updated 5 months ago
- ☆22Updated 10 months ago
- ☆30Updated 9 months ago
- [ICML 2024 Oral] Any-Precision LLM: Low-Cost Deployment of Multiple, Different-Sized LLMs☆123Updated 6 months ago
- ☆84Updated 11 months ago
- An experimentation platform for LLM inference optimisation☆35Updated last year
- Implement some method of LLM KV Cache Sparsity☆41Updated last year