matsui528 / faiss_tips
Some useful tips for faiss
☆616Updated last year
Alternatives and similar repositories for faiss_tips:
Users that are interested in faiss_tips are comparing it to the libraries listed below
- A library for building and serving multi-node distributed faiss indices.☆264Updated last year
- Automatically create Faiss knn indices with the most optimal similarity search parameters.☆841Updated 9 months ago
- Pure python implementation of product quantization for nearest neighbor search☆339Updated last year
- SPLADE: sparse neural search (SIGIR21, SIGIR22)☆831Updated 10 months ago
- Framework for evaluating ANNS algorithms on billion scale datasets.☆366Updated last month
- Code repository for the paper - "Matryoshka Representation Learning"☆468Updated last year
- A curated list of awesome papers for Semantic Retrieval (TOIS Accepted: Semantic Models for the First-stage Retrieval: A Comprehensive Re…☆322Updated last year
- Neural Search☆327Updated 9 months ago
- A curated list of awesome papers related to pre-trained models for information retrieval (a.k.a., pretraining for IR).☆658Updated last year
- ⚡ A fast embedded library for approximate nearest neighbor search☆226Updated last year
- Run Effective Large Batch Contrastive Learning Beyond GPU/TPU Memory Constraint☆378Updated 11 months ago
- Flexible components pairing 🤗 Transformers with Pytorch Lightning☆609Updated 2 years ago
- Fast and memory-efficient ANN with a subset-search functionality☆154Updated last year
- docTTTTTquery document expansion model☆361Updated last year
- A Python nearest neighbor descent for approximate nearest neighbors☆916Updated 4 months ago
- Contriever: Unsupervised Dense Information Retrieval with Contrastive Learning☆715Updated last year
- A Collection of BM25 Algorithms in Python☆1,118Updated 5 months ago
- Unofficial faiss wheel builder☆310Updated last month
- High performance model preprocessing library on PyTorch☆650Updated 11 months ago
- A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.☆1,740Updated 3 weeks ago
- CUDA implementation of Hierarchical Navigable Small World Graph algorithm☆155Updated 3 years ago
- PyTorch implementation of Hash Embeddings (NIPS 2017). Submission to the NIPS Implementation Challenge.☆195Updated 6 years ago
- ⚡️A Blazing-Fast Python Library for Ranking Evaluation, Comparison, and Fusion 🐍☆528Updated 8 months ago
- A novel embedding training algorithm leveraging ANN search and achieved SOTA retrieval on Trec DL 2019 and OpenQA benchmarks☆367Updated last year
- A large-scale information-rich web dataset, featuring millions of real clicked query-document labels☆316Updated 3 months ago
- Build Text Rerankers with Deep Language Models☆260Updated last year
- Vector Hub - Library for easy discovery, and consumption of State-of-the-art models to turn data into vectors. (text2vec, image2vec, vide…☆558Updated 7 months ago
- A lightweight benchmark for approximate nearest neighbor search☆101Updated last year
- WSDM'22 Best Paper: Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense Retrieval☆120Updated 7 months ago
- All-in-one text de-duplication☆662Updated 9 months ago