PKU-SEC-Lab / AdapMoELinks
Code release for AdapMoE accepted by ICCAD 2024
☆25Updated last month
Alternatives and similar repositories for AdapMoE
Users that are interested in AdapMoE are comparing it to the libraries listed below
Sorting:
- ArkVale: Efficient Generative LLM Inference with Recallable Key-Value Eviction (NIPS'24)☆40Updated 5 months ago
- SpInfer: Leveraging Low-Level Sparsity for Efficient Large Language Model Inference on GPUs☆47Updated 2 months ago
- [ICLR 2025] TidalDecode: A Fast and Accurate LLM Decoding with Position Persistent Sparse Attention☆39Updated last month
- Tender: Accelerating Large Language Models via Tensor Decompostion and Runtime Requantization (ISCA'24)☆14Updated 11 months ago
- Explore Inter-layer Expert Affinity in MoE Model Inference☆9Updated last year
- ☆21Updated last year
- A GPU-optimized system for efficient long-context LLMs decoding with low-bit KV cache.☆36Updated last month
- ☆47Updated last year
- LLM Inference with Microscaling Format☆23Updated 6 months ago
- ☆54Updated last year
- Pytorch implementation of our paper accepted by ICML 2024 -- CaM: Cache Merging for Memory-efficient LLMs Inference☆39Updated 11 months ago
- ☆14Updated last year
- ☆17Updated 2 months ago
- [DAC 2024] EDGE-LLM: Enabling Efficient Large Language Model Adaptation on Edge Devices via Layerwise Unified Compression and Adaptive La…☆56Updated 11 months ago
- [DAC'25] Official implement of "HybriMoE: Hybrid CPU-GPU Scheduling and Cache Management for Efficient MoE Inference"☆50Updated 2 weeks ago
- LLM Inference analyzer for different hardware platforms☆69Updated last week
- ☆49Updated 10 months ago
- SQUEEZED ATTENTION: Accelerating Long Prompt LLM Inference☆46Updated 6 months ago
- Implement some method of LLM KV Cache Sparsity☆32Updated 11 months ago
- ☆97Updated last year
- [ICLR 2025] Palu: Compressing KV-Cache with Low-Rank Projection☆116Updated 3 months ago
- QAQ: Quality Adaptive Quantization for LLM KV Cache☆50Updated last year
- [ICML 2024 Oral] Any-Precision LLM: Low-Cost Deployment of Multiple, Different-Sized LLMs☆107Updated last month
- ☆142Updated 11 months ago
- 16-fold memory access reduction with nearly no loss☆94Updated 2 months ago
- Code Repository of Evaluating Quantized Large Language Models☆123Updated 8 months ago
- ☆58Updated last year
- This repository serves as a comprehensive survey of LLM development, featuring numerous research papers along with their corresponding co…☆144Updated 3 months ago
- A Vectorized N:M Format for Unleashing the Power of Sparse Tensor Cores☆51Updated last year
- This repo contains the code for studying the interplay between quantization and sparsity methods☆19Updated 3 months ago