MTEB: State-of-the-art evaluation of embeddings across languages and modalities
☆3,424Sep 16, 2026Updated this week
Alternatives and similar repositories for mteb
Users that are interested in mteb are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Retrieval and Retrieval-augmented LLMs☆12,168Aug 24, 2026Updated 3 weeks ago
- A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.☆2,294Oct 16, 2025Updated 11 months ago
- State-of-the-Art Embeddings, Retrieval, and Reranking☆19,098Updated this week
- [ACL 2023] One Embedder, Any Task: Instruction-Finetuned Text Embeddings☆2,022Jan 15, 2025Updated last year
- 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.☆21,687Updated this week
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- A blazing fast inference solution for text embeddings models☆5,051Updated this week
- Large Language Model Text Generation Inference☆10,886Mar 21, 2026Updated 5 months ago
- A large-scale multilingual dataset for Information Retrieval. Thorough human-annotations across 18 diverse languages.☆213Jul 31, 2024Updated 2 years ago
- Train transformer language models with reinforcement learning.☆19,325Updated this week
- Supercharge Your LLM Application Evaluations 🚀☆15,753Feb 24, 2026Updated 6 months ago
- ColBERT: state-of-the-art neural search (SIGIR'20, TACL'21, NeurIPS'21, NAACL'22, CIKM'22, ACL'23, EMNLP'23)☆3,935Oct 14, 2025Updated 11 months ago
- A framework for few-shot evaluation of language models.☆14,000Updated this week
- LlamaIndex is the document processing platform for AI☆52,188Updated this week
- SPLADE: sparse neural search (SIGIR21, SIGIR22)☆1,012May 3, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- SGPT: GPT Sentence Embeddings for Semantic Search☆872Feb 17, 2024Updated 2 years ago
- Accessible large language models via k-bit quantization for PyTorch.☆8,481Sep 7, 2026Updated last week
- Code for 'LLM2Vec: Large Language Models Are Secretly Powerful Text Encoders'☆1,714Apr 4, 2026Updated 5 months ago
- A high-throughput and memory-efficient inference and serving engine for LLMs☆91,921Updated this week
- An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.☆39,532May 1, 2026Updated 4 months ago
- Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities☆22,220Updated this week
- Tevatron - Unified Document Retrieval Toolkit across Scale, Language, and Modality. Demo in SIGIR 2023, SIGIR 2025.☆749Jul 18, 2026Updated last month
- Fast and memory-efficient exact attention☆24,929Updated this week
- Generative Representational Instruction Tuning☆701Jun 25, 2025Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- DSPy: The framework for programming—not prompting—language models☆38,067Updated this week
- Efficient few-shot learning with Sentence Transformers☆2,807Sep 8, 2026Updated last week
- Codebase for RetroMAE and beyond.☆275Jun 7, 2024Updated 2 years ago
- Pyserini is a Python toolkit for reproducible information retrieval research with sparse and dense representations.☆2,163Updated this week
- A library for efficient similarity search and clustering of dense vectors.☆40,917Updated this week
- tiktoken is a fast BPE tokeniser for use with OpenAI's models.☆19,262Aug 17, 2026Updated last month
- unified embedding model☆873Sep 1, 2023Updated 3 years ago
- [EMNLP 2021] SimCSE: Simple Contrastive Learning of Sentence Embeddings https://arxiv.org/abs/2104.08821☆3,652Oct 16, 2024Updated last year
- Fast BM25 search in Python, powered by Numpy and Numba☆1,788Sep 10, 2026Updated last week
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Netease Youdao's open-source embedding and reranker models for RAG products.☆1,880Sep 3, 2026Updated 2 weeks ago
- Tools for merging pretrained large language models.☆7,352Updated this week
- OpenCompass is an LLM evaluation platform, supporting a wide range of models (Llama3, Mistral, InternLM2,GPT-4,LLaMa2, Qwen,GLM, Claude, …☆7,447Updated this week
- Easily use and train state of the art late-interaction retrieval methods (ColBERT) in any RAG pipeline. Designed for modularity and ease-…☆3,958May 17, 2025Updated last year
- Contriever: Unsupervised Dense Information Retrieval with Contrastive Learning☆779Apr 7, 2023Updated 3 years ago
- Convert documents to structured data effortlessly. Unstructured is open-source ETL solution for transforming complex documents into clean…☆15,438Updated this week
- Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and a…☆26,522Updated this week