JunHao-Zhu / FusionQueryLinks
[VLDB 2024] Source code for FusionQuery: On-demand Fusion Queries over Multi-source Heterogeneous Data
☆11Updated 6 months ago
Alternatives and similar repositories for FusionQuery
Users that are interested in FusionQuery are comparing it to the libraries listed below
Sorting:
- Pytorch implementation of our paper SUBP: Soft Uniform Block Pruning for 1xN Sparse CNNs Multithreading Acceleration accepted by NeurIPS …☆22Updated last year
- VQPy: An object-oriented approach to modern video analytics☆42Updated 10 months ago
- 16-fold memory access reduction with nearly no loss☆105Updated 6 months ago
- Scalable long-context LLM decoding that leverages sparsity—by treating the KV cache as a vector storage system.☆81Updated last week
- [OSDI'24] Serving LLM-based Applications Efficiently with Semantic Variable☆183Updated last year
- [ICML 2025] SliM-LLM: Salience-Driven Mixed-Precision Quantization for Large Language Models☆44Updated last year
- [COLM 2025] DFRot: Achieving Outlier-Free and Massive Activation-Free for Rotated LLMs with Refined Rotation; 知乎:https://zhuanlan.zhihu.c…☆26Updated 6 months ago
- [SIGMOD 2025] PQCache: Product Quantization-based KVCache for Long Context LLM Inference☆71Updated 3 months ago
- Efficient Compute-Communication Overlap for Distributed LLM Inference☆43Updated 2 weeks ago
- QJL: 1-Bit Quantized JL transform for KV Cache Quantization with Zero Overhead☆29Updated 7 months ago
- This is a collection of our research on efficient AI, covering hardware-aware NAS and model compression.☆83Updated 11 months ago
- [COLM 2024] SKVQ: Sliding-window Key and Value Cache Quantization for Large Language Models☆24Updated 11 months ago
- [NeurIPS 2024] Efficient LLM Scheduling by Learning to Rank☆59Updated 10 months ago
- ☆71Updated last year
- LLM Serving Performance Evaluation Harness☆79Updated 7 months ago
- [ICML 2024 Oral] Any-Precision LLM: Low-Cost Deployment of Multiple, Different-Sized LLMs☆115Updated 2 months ago
- Modyn is a research-platform for training ML models on growing datasets.☆48Updated 4 months ago
- Sequence-level 1F1B schedule for LLMs.☆32Updated last month
- ☆78Updated 5 months ago
- [ICLR 2024] Jaiswal, A., Gan, Z., Du, X., Zhang, B., Wang, Z., & Yang, Y. Compressing llms: The truth is rarely pure and never simple.☆24Updated 5 months ago
- [ICLR 2025] TidalDecode: A Fast and Accurate LLM Decoding with Position Persistent Sparse Attention☆47Updated last month
- ☆18Updated 6 months ago
- ☆12Updated 8 months ago
- PipeRAG: Fast Retrieval-Augmented Generation via Algorithm-System Co-design (KDD 2025)☆24Updated last year
- Artifact for "Marconi: Prefix Caching for the Era of Hybrid LLMs" [MLSys '25 Outstanding Paper Award, Honorable Mention]☆32Updated 6 months ago
- The Official Implementation of Ada-KV [NeurIPS 2025]☆95Updated last week
- Adaptive Attention Sparsity with Hierarchical Top-p Pruning☆19Updated 7 months ago
- ☆137Updated 2 months ago
- kvcached: Elastic KV cache for dynamic GPU sharing and efficient multi-LLM inference.☆93Updated this week
- ☆39Updated last year