ZJU-DAILY / IcebergLinks
[SIGMOD2026] Reveal Hidden Pitfalls and Navigate Next Generation of Vector Similarity Search with Task-Centric Benchmarks
☆18Updated last week
Alternatives and similar repositories for Iceberg
Users that are interested in Iceberg are comparing it to the libraries listed below
Sorting:
- Retrieval with Learned Similarities (http://arxiv.org/abs/2407.15462, WWW'25 Oral)☆52Updated 8 months ago
- BigVectorBench advances vector database benchmarking by defining and evaluating the embedding performance of heterogeneous data and abstr…☆27Updated 11 months ago
- A MoE impl for PyTorch, [ATC'23] SmartMoE☆71Updated 2 years ago
- Official code for "Binary embedding based retrieval at Tencent"☆44Updated last year
- 🏆 Winning NeurIPS (NIPS) Competition Track: Big ANN, Practical Vector Search Challenge 2023. (see big-ann-benchmark https://big-ann-benc…☆30Updated last year
- Source code for SIGMOD 2020 paper "Improving Approximate Nearest Neighbor Search through Learned Adaptive Early Termination"☆59Updated 5 years ago
- ☆74Updated 2 years ago
- [NeurIPS 2023] Model-enhanced Vector Index☆26Updated last year
- hnsw implemented by python☆72Updated 6 years ago
- Manages vllm-nccl dependency☆17Updated last year
- Summary of system papers/frameworks/codes/tools on training or serving large model☆57Updated 2 years ago
- MSVBASE is a system that efficiently supports complex queries of both approximate similarity search and relational operators. It integrat…☆102Updated last year
- Official implementation of ICML 2024 paper "ExCP: Extreme LLM Checkpoint Compression via Weight-Momentum Joint Shrinking".☆47Updated last year
- MRT: Tracing the Evolution of Scientific Publications (TKDE 2021)☆17Updated 2 years ago
- Leveraging passage embeddings for efficient listwise reranking with large language models.☆49Updated last year
- A High-Efficiency System of Large Language Model Based Search Agents☆74Updated 6 months ago
- ☆36Updated 10 months ago
- ☆24Updated last year
- NebulaGraph DGL(Deep Graph Library) Integration Package. (WIP)☆38Updated last year
- Tutorial for LLM developers about engine design, service deployment, evaluation/benchmark, etc. Provide a C/S style optimized LLM inferen…☆19Updated 2 years ago
- [ACL 2024] RelayAttention for Efficient Large Language Model Serving with Long System Prompts☆40Updated last year
- Code for paper: Towards Similarity Graphs Constructed by Deep Reinforcement Learning☆21Updated 5 years ago
- A Comprehensive Survey and Experimental Comparison of Graph-based Approximate Nearest Neighbor Search☆77Updated 4 years ago
- [VLDB 25] Maximum Inner Product is Query-Scaled Nearest Neighbor☆34Updated 2 months ago
- A memory efficient DLRM training solution using ColossalAI☆106Updated 3 years ago
- A list of multi-vector retrieval resources☆18Updated last year
- Pipeline-Parallel Lecture: Simplest Dualpipe Implementation.☆31Updated 3 months ago
- A high-performance distributed deep learning system targeting large-scale and automated distributed training. If you have any interests, …☆123Updated 2 years ago
- Tutorials about AutoML☆87Updated 3 years ago
- ☆84Updated 8 months ago