PKU-SEC-Lab / AdapMoE
Code release for AdapMoE accepted by ICCAD 2024
☆15Updated 3 weeks ago
Alternatives and similar repositories for AdapMoE:
Users that are interested in AdapMoE are comparing it to the libraries listed below
- LLM Inference with Microscaling Format☆20Updated 4 months ago
- ArkVale: Efficient Generative LLM Inference with Recallable Key-Value Eviction (NIPS'24)☆32Updated 3 months ago
- [ICLR 2025] TidalDecode: A Fast and Accurate LLM Decoding with Position Persistent Sparse Attention☆31Updated 3 weeks ago
- A GPU-optimized system for efficient long-context LLMs decoding with low-bit KV cache.☆23Updated this week
- Tender: Accelerating Large Language Models via Tensor Decompostion and Runtime Requantization (ISCA'24)☆13Updated 8 months ago
- [DAC 2024] EDGE-LLM: Enabling Efficient Large Language Model Adaptation on Edge Devices via Layerwise Unified Compression and Adaptive La…☆49Updated 8 months ago
- Pytorch implementation of our paper accepted by ICML 2024 -- CaM: Cache Merging for Memory-efficient LLMs Inference☆35Updated 9 months ago
- SQUEEZED ATTENTION: Accelerating Long Prompt LLM Inference☆45Updated 4 months ago
- [HPCA'21] SpAtten: Efficient Sparse Attention Architecture with Cascade Token and Head Pruning☆83Updated 7 months ago
- SKVQ: Sliding-window Key and Value Cache Quantization for Large Language Models☆17Updated 5 months ago
- Codebase for ICML'24 paper: Learning from Students: Applying t-Distributions to Explore Accurate and Efficient Formats for LLMs☆25Updated 9 months ago
- ☆24Updated 4 months ago
- Code Repository of Evaluating Quantized Large Language Models☆121Updated 6 months ago
- ☆39Updated 8 months ago
- ☆12Updated 9 months ago
- Quantized Attention on GPU☆45Updated 4 months ago
- [ICML 2024 Oral] Any-Precision LLM: Low-Cost Deployment of Multiple, Different-Sized LLMs☆100Updated 3 months ago
- Efficient Expert Pruning for Sparse Mixture-of-Experts Language Models: Enhancing Performance and Reducing Inference Costs☆16Updated 3 months ago
- ☆52Updated last year
- ☆23Updated this week
- ☆20Updated last month
- AFPQ code implementation☆20Updated last year
- [ICLR 2025] Palu: Compressing KV-Cache with Low-Rank Projection☆91Updated last month
- This repo contains the code for studying the interplay between quantization and sparsity methods☆15Updated last month
- ☆19Updated 6 months ago
- This repo contains the source code for: Model Tells You What to Discard: Adaptive KV Cache Compression for LLMs☆34Updated 7 months ago
- SliM-LLM: Salience-Driven Mixed-Precision Quantization for Large Language Models☆28Updated 7 months ago
- ☆126Updated 8 months ago
- ☆28Updated last year
- ☆53Updated 11 months ago