embeddings-benchmark / mtebLinks
MTEB: Massive Text Embedding Benchmark
☆2,931Updated this week
Alternatives and similar repositories for mteb
Users that are interested in mteb are comparing it to the libraries listed below
Sorting:
- A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.☆1,982Updated 2 weeks ago
- Distilabel is a framework for synthetic data and AI feedback for engineers who need fast, reliable and scalable pipelines based on verifi…☆2,912Updated this week
- [ACL 2023] One Embedder, Any Task: Instruction-Finetuned Text Embeddings☆2,015Updated 9 months ago
- This includes the original implementation of SELF-RAG: Learning to Retrieve, Generate and Critique through self-reflection by Akari Asai,…☆2,225Updated last year
- ColBERT: state-of-the-art neural search (SIGIR'20, TACL'21, NeurIPS'21, NAACL'22, CIKM'22, ACL'23, EMNLP'23)☆3,669Updated 2 weeks ago
- A blazing fast inference solution for text embeddings models☆4,131Updated 3 weeks ago
- Doing simple retrieval from LLM models at various context lengths to measure accuracy☆2,060Updated last year
- A lightweight, low-dependency, unified API to use all common reranking and cross-encoder models.☆1,562Updated 5 months ago
- Code for 'LLM2Vec: Large Language Models Are Secretly Powerful Text Encoders'☆1,602Updated 9 months ago
- Efficient Retrieval Augmentation and Generation Framework☆1,736Updated 9 months ago
- Pyserini is a Python toolkit for reproducible information retrieval research with sparse and dense representations.☆1,959Updated last week
- Fast lexical search implementing BM25 in Python using Numpy, Numba and Scipy☆1,368Updated last month
- The official implementation of RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval☆1,444Updated last year
- Enforce the output format (JSON Schema, Regex etc) of a language model☆1,942Updated 2 months ago
- An automatic evaluator for instruction-following language models. Human-validated, high-quality, cheap, and fast.☆1,885Updated 2 months ago
- Bringing BERT into modernity via both architecture changes and scaling☆1,549Updated 4 months ago
- Freeing data processing from scripting madness by providing a set of platform-agnostic customizable pipeline processing blocks.☆2,687Updated 2 weeks ago
- Holistic Evaluation of Language Models (HELM) is an open source Python framework created by the Center for Research on Foundation Models …☆2,522Updated last week
- Infinity is a high-throughput, low-latency serving engine for text-embeddings, reranking models, clip, clap and colpali☆2,527Updated this week
- ☆2,093Updated last year
- Aligning pretrained language models with instruction data generated by themselves.☆4,507Updated 2 years ago
- Lighteval is your all-in-one toolkit for evaluating LLMs across multiple backends☆2,044Updated this week
- Measuring Massive Multitask Language Understanding | ICLR 2021☆1,508Updated 2 years ago
- RAGChecker: A Fine-grained Framework For Diagnosing RAG☆1,006Updated 10 months ago
- SPLADE: sparse neural search (SIGIR21, SIGIR22)☆928Updated last year
- Automated Evaluation of RAG Systems☆667Updated 7 months ago
- Evaluate your LLM's response with Prometheus and GPT4 💯☆1,006Updated 6 months ago
- Easily use and train state of the art late-interaction retrieval methods (ColBERT) in any RAG pipeline. Designed for modularity and ease-…☆3,723Updated 5 months ago
- Retrieval and Retrieval-augmented LLMs☆10,725Updated last week
- AutoAWQ implements the AWQ algorithm for 4-bit quantization with a 2x speedup during inference. Documentation:☆2,260Updated 5 months ago