matsui528 / faiss_tipsLinks
Some useful tips for faiss
☆628Updated 3 months ago
Alternatives and similar repositories for faiss_tips
Users that are interested in faiss_tips are comparing it to the libraries listed below
Sorting:
- A library for building and serving multi-node distributed faiss indices.☆273Updated 2 years ago
- Automatically create Faiss knn indices with the most optimal similarity search parameters.☆890Updated last month
- Pure python implementation of product quantization for nearest neighbor search☆356Updated 6 months ago
- Community-maintained faiss wheel builder☆381Updated 2 weeks ago
- Framework for evaluating ANNS algorithms on billion scale datasets.☆413Updated 3 weeks ago
- Provides a common interface to many IR ranking datasets.☆379Updated 2 months ago
- hnsw implemented by python☆71Updated 6 years ago
- CUDA implementation of Hierarchical Navigable Small World Graph algorithm☆171Updated 4 years ago
- Run Effective Large Batch Contrastive Learning Beyond GPU/TPU Memory Constraint☆420Updated last year
- ⚡️A Blazing-Fast Python Library for Ranking Evaluation, Comparison, and Fusion 🐍☆626Updated 4 months ago
- SPLADE: sparse neural search (SIGIR21, SIGIR22)☆958Updated last year
- ⚡ boost inference speed of T5 models by 5x & reduce the model size by 3x.☆590Updated 2 years ago
- A curated list of awesome papers for Semantic Retrieval (TOIS Accepted: Semantic Models for the First-stage Retrieval: A Comprehensive Re…☆333Updated 2 years ago
- ⚡ A fast embedded library for approximate nearest neighbor search☆235Updated 2 years ago
- A Python framework for performing information retrieval experiments, building on http://terrier.org/☆491Updated this week
- A curated list of awesome papers related to pre-trained models for information retrieval (a.k.a., pretraining for IR).☆673Updated last year
- Code repository for the paper - "Matryoshka Representation Learning"☆586Updated last year
- Code for ECCV2018 paper: Revisiting the Inverted Indices for Billion-Scale Approximate Nearest Neighbors☆219Updated 5 years ago
- Flexible components pairing 🤗 Transformers with Pytorch Lightning☆613Updated 3 years ago
- A Python nearest neighbor descent for approximate nearest neighbors☆956Updated 2 weeks ago
- allRank is a framework for training learning-to-rank neural models based on PyTorch.☆981Updated last year
- PECOS - Prediction for Enormous and Correlated Spaces☆542Updated 10 months ago
- MS MARCO(Microsoft Machine Reading Comprehension) is a large scale dataset focused on machine reading comprehension, question answering, …☆335Updated 2 years ago
- A novel embedding training algorithm leveraging ANN search and achieved SOTA retrieval on Trec DL 2019 and OpenQA benchmarks☆380Updated 2 years ago
- A large-scale information-rich web dataset, featuring millions of real clicked query-document labels☆345Updated last year
- pytrec_eval is an Information Retrieval evaluation tool for Python, based on the popular trec_eval.☆341Updated 2 years ago
- Tevatron - Unified Document Retrieval Toolkit across Scale, Language, and Modality. Demo in SIGIR 2023, SIGIR 2025.☆713Updated last week
- docTTTTTquery document expansion model☆373Updated 2 years ago
- Pyserini is a Python toolkit for reproducible information retrieval research with sparse and dense representations.☆1,991Updated this week
- Contriever: Unsupervised Dense Information Retrieval with Contrastive Learning☆765Updated 2 years ago