matsui528 / faiss_tips
Some useful tips for faiss
☆594Updated last year
Related projects ⓘ
Alternatives and complementary repositories for faiss_tips
- A library for building and serving multi-node distributed faiss indices.☆253Updated last year
- Automatically create Faiss knn indices with the most optimal similarity search parameters.☆817Updated 6 months ago
- Pure python implementation of product quantization for nearest neighbor search☆327Updated last year
- Unofficial faiss wheel builder☆294Updated this week
- Open source implementation of "Spreading Vectors for Similarity Search"☆318Updated 3 years ago
- Framework for evaluating ANNS algorithms on billion scale datasets.☆356Updated this week
- SPLADE: sparse neural search (SIGIR21, SIGIR22)☆780Updated 6 months ago
- A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.☆1,620Updated 3 months ago
- Contriever: Unsupervised Dense Information Retrieval with Contrastive Learning☆685Updated last year
- A curated list of awesome papers for Semantic Retrieval (TOIS Accepted: Semantic Models for the First-stage Retrieval: A Comprehensive Re…☆318Updated last year
- Tevatron - A flexible toolkit for neural retrieval research and development.☆524Updated last month
- CUDA implementation of Hierarchical Navigable Small World Graph algorithm☆142Updated 3 years ago
- Fast and memory-efficient ANN with a subset-search functionality☆155Updated 11 months ago
- A Python nearest neighbor descent for approximate nearest neighbors☆896Updated last week
- Code for ECCV2018 paper: Revisiting the Inverted Indices for Billion-Scale Approximate Nearest Neighbors☆201Updated 4 years ago
- ⚡️A Blazing-Fast Python Library for Ranking Evaluation, Comparison, and Fusion 🐍☆478Updated 4 months ago
- SGPT: GPT Sentence Embeddings for Semantic Search☆852Updated 9 months ago
- Run Effective Large Batch Contrastive Learning Beyond GPU/TPU Memory Constraint☆361Updated 7 months ago
- Pyserini is a Python toolkit for reproducible information retrieval research with sparse and dense representations.☆1,680Updated last week
- A curated list of awesome papers related to pre-trained models for information retrieval (a.k.a., pretraining for IR).☆645Updated 10 months ago
- Build Text Rerankers with Deep Language Models☆251Updated 9 months ago
- ☆59Updated last year
- A Python framework for performing information retrieval experiments, building on http://terrier.org/☆417Updated 2 weeks ago
- ⚡ A fast embedded library for approximate nearest neighbor search☆217Updated last year
- Blazing fast framework for fine-tuning similarity learning models☆643Updated last month
- All-in-one text de-duplication☆622Updated 5 months ago
- ⚡ boost inference speed of T5 models by 5x & reduce the model size by 3x.☆566Updated last year
- Navigating Spreading-out Graph For Approximate Nearest Neighbor Search☆638Updated 11 months ago
- 😎 A curated list of awesome practical Metric Learning and its applications☆478Updated last year
- Provides a common interface to many IR ranking datasets.☆323Updated this week