MTEB: State-of-the-art evaluation of embeddings across languages and modalities
☆3,405Aug 27, 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☆12,093Updated this week
- A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.☆2,275Oct 16, 2025Updated 10 months ago
- State-of-the-Art Embeddings, Retrieval, and Reranking☆19,039Updated this week
- [ACL 2023] One Embedder, Any Task: Instruction-Finetuned Text Embeddings☆2,023Jan 15, 2025Updated last year
- 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.☆21,599Updated this week
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- A blazing fast inference solution for text embeddings models☆5,029Jul 24, 2026Updated last month
- Large Language Model Text Generation Inference☆10,890Mar 21, 2026Updated 5 months ago
- A large-scale multilingual dataset for Information Retrieval. Thorough human-annotations across 18 diverse languages.☆211Jul 31, 2024Updated 2 years ago
- Train transformer language models with reinforcement learning.☆19,160Updated this week
- Supercharge Your LLM Application Evaluations 🚀☆15,502Feb 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)☆3,926Oct 14, 2025Updated 10 months ago
- A framework for few-shot evaluation of language models.☆13,811Updated this week
- LlamaIndex is the leading document agent and OCR platform☆51,894Updated this week
- SPLADE: sparse neural search (SIGIR21, SIGIR22)☆1,007May 3, 2024Updated 2 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- SGPT: GPT Sentence Embeddings for Semantic Search☆872Feb 17, 2024Updated 2 years ago
- Accessible large language models via k-bit quantization for PyTorch.☆8,441Updated this week
- A high-throughput and memory-efficient inference and serving engine for LLMs☆90,225Updated this week
- Code for 'LLM2Vec: Large Language Models Are Secretly Powerful Text Encoders'☆1,712Apr 4, 2026Updated 4 months ago
- An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.☆39,526May 1, 2026Updated 3 months ago
- Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities☆22,195Updated this week
- Tevatron - Unified Document Retrieval Toolkit across Scale, Language, and Modality. Demo in SIGIR 2023, SIGIR 2025.☆748Jul 18, 2026Updated last month
- Fast and memory-efficient exact attention☆24,786Updated this week
- DSPy: The framework for programming—not prompting—language models☆37,622Updated this week
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Generative Representational Instruction Tuning☆697Jun 25, 2025Updated last year
- 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.☆2,154Updated this week
- A library for efficient similarity search and clustering of dense vectors.☆40,811Updated this week
- Efficient few-shot learning with Sentence Transformers☆2,784May 26, 2026Updated 3 months ago
- tiktoken is a fast BPE tokeniser for use with OpenAI's models.☆19,106Aug 17, 2026Updated last week
- unified embedding model☆873Sep 1, 2023Updated 2 years ago
- [EMNLP 2021] SimCSE: Simple Contrastive Learning of Sentence Embeddings https://arxiv.org/abs/2104.08821☆3,654Oct 16, 2024Updated last year
- Fast BM25 search in Python, powered by Numpy and Numba☆1,776Updated this 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.☆1,883Sep 9, 2025Updated 11 months ago
- Tools for merging pretrained large language models.☆7,315Jun 17, 2026Updated 2 months ago
- OpenCompass is an LLM evaluation platform, supporting a wide range of models (Llama3, Mistral, InternLM2,GPT-4,LLaMa2, Qwen,GLM, Claude, …☆7,370Updated this week
- Easily use and train state of the art late-interaction retrieval methods (ColBERT) in any RAG pipeline. Designed for modularity and ease-…☆3,954May 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…☆15,351Updated this week
- Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and a…☆26,334Updated this week