criteo / autofaiss
Automatically create Faiss knn indices with the most optimal similarity search parameters.
☆841Updated 9 months ago
Alternatives and similar repositories for autofaiss:
Users that are interested in autofaiss are comparing it to the libraries listed below
- A library for building and serving multi-node distributed faiss indices.☆264Updated last year
- Some useful tips for faiss☆616Updated last year
- DataComp: In search of the next generation of multimodal datasets☆685Updated last year
- Implementation of RETRO, Deepmind's Retrieval based Attention net, in Pytorch☆859Updated last year
- Blazing fast framework for fine-tuning similarity learning models☆656Updated 2 months ago
- A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.☆1,740Updated 3 weeks ago
- OpenAI CLIP text encoders for multiple languages!☆785Updated last year
- Easily compute clip embeddings and build a clip retrieval system with them☆2,512Updated 11 months ago
- Kernl lets you run PyTorch transformer models several times faster on GPU with a single line of code, and is designed to be easily hackab…☆1,559Updated last year
- Code repository for the paper - "Matryoshka Representation Learning"☆468Updated last year
- Library for 8-bit optimizers and quantization routines.☆718Updated 2 years ago
- Efficient, scalable and enterprise-grade CPU/GPU inference server for 🤗 Hugging Face transformer models 🚀☆1,680Updated 4 months ago
- Visualize hnsw, faiss and other anns index☆425Updated 2 years ago
- Flexible components pairing 🤗 Transformers with Pytorch Lightning☆609Updated 2 years ago
- Implementation of 🦩 Flamingo, state-of-the-art few-shot visual question answering attention net out of Deepmind, in Pytorch☆1,235Updated 2 years ago
- Run Effective Large Batch Contrastive Learning Beyond GPU/TPU Memory Constraint☆378Updated 11 months ago
- SPLADE: sparse neural search (SIGIR21, SIGIR22)☆831Updated 10 months ago
- A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.☆2,502Updated last month
- Easily convert common crawl to a dataset of caption and document. Image/text Audio/text Video/text, ...☆316Updated last year
- A concise but complete implementation of CLIP with various experimental improvements from recent papers☆708Updated last year
- ⚡ A fast embedded library for approximate nearest neighbor search☆226Updated last year
- A PyTorch repo for data loading and utilities to be shared by the PyTorch domain libraries.☆1,173Updated this week
- Organize your experiments into discrete steps that can be cached and reused throughout the lifetime of your research project.☆550Updated 9 months ago
- ICLR2024 Spotlight: curation/training code, metadata, distribution and pre-trained models for MetaCLIP; CVPR 2024: MoDE: CLIP Data Expert…☆1,367Updated last week
- SGPT: GPT Sentence Embeddings for Semantic Search☆864Updated last year
- 🧀 Code and models for the ICML 2023 paper "Grounding Language Models to Images for Multimodal Inputs and Outputs".☆478Updated last year
- Code repository for supporting the paper "Atlas Few-shot Learning with Retrieval Augmented Language Models",(https//arxiv.org/abs/2208.03…☆528Updated last year
- Code for the ALiBi method for transformer language models (ICLR 2022)☆518Updated last year
- Collections of vector search related libraries, service and research papers☆1,469Updated 7 months ago
- ☆1,193Updated 7 months ago