huggingface / setfitLinks
Efficient few-shot learning with Sentence Transformers
β2,637Updated last week
Alternatives and similar repositories for setfit
Users that are interested in setfit are comparing it to the libraries listed below
Sorting:
- π¦ Integrating LLMs into structured NLP pipelinesβ1,355Updated 11 months ago
- π€ Evaluate: A library for easily evaluating machine learning models and datasets.β2,385Updated last month
- A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.β2,024Updated 2 months ago
- ColBERT: state-of-the-art neural search (SIGIR'20, TACL'21, NeurIPS'21, NAACL'22, CIKM'22, ACL'23, EMNLP'23)β3,741Updated 2 months ago
- [ACL 2023] One Embedder, Any Task: Instruction-Finetuned Text Embeddingsβ2,021Updated 11 months ago
- Argilla is a collaboration tool for AI engineers and domain experts to build high-quality datasetsβ4,786Updated last week
- SGPT: GPT Sentence Embeddings for Semantic Searchβ872Updated last year
- Fast lexical search implementing BM25 in Python using Numpy, Numba and Scipyβ1,427Updated 3 weeks ago
- Generalist and Lightweight Model for Named Entity Recognition (Extract any entity types from texts) @ NAACL 2024β2,627Updated 3 weeks ago
- Model explainability that works seamlessly with π€ transformers. Explain your transformers model in just 2 lines of code.β1,400Updated 2 years ago
- Top2Vec learns jointly embedded topic, document and word vectors.β3,107Updated last year
- SPLADE: sparse neural search (SIGIR21, SIGIR22)β958Updated last year
- MTEB: Massive Text Embedding Benchmarkβ3,036Updated this week
- Pyserini is a Python toolkit for reproducible information retrieval research with sparse and dense representations.β1,991Updated this week
- Bringing BERT into modernity via both architecture changes and scalingβ1,595Updated 5 months ago
- Code for 'LLM2Vec: Large Language Models Are Secretly Powerful Text Encoders'β1,623Updated 2 weeks ago
- Efficient Retrieval Augmentation and Generation Frameworkβ1,752Updated 11 months ago
- Easily use and train state of the art late-interaction retrieval methods (ColBERT) in any RAG pipeline. Designed for modularity and ease-β¦β3,800Updated 7 months ago
- A Collection of BM25 Algorithms in Pythonβ1,278Updated last year
- Leveraging BERT and c-TF-IDF to create easily interpretable topics.β7,264Updated this week
- Toolkit for creating, sharing and using natural language prompts.β2,984Updated 2 years ago
- A lightweight, low-dependency, unified API to use all common reranking and cross-encoder models.β1,579Updated 6 months ago
- Freeing data processing from scripting madness by providing a set of platform-agnostic customizable pipeline processing blocks.β2,780Updated this week
- SpanMarker for Named Entity Recognitionβ462Updated 11 months ago
- π Accelerate inference and training of π€ Transformers, Diffusers, TIMM and Sentence Transformers with easy to use hardware optimizationβ¦β3,215Updated 2 weeks ago
- The implementation of DeBERTaβ2,179Updated 2 years ago
- π€ A PyTorch library of curated Transformer models and their composable componentsβ894Updated last year
- Enforce the output format (JSON Schema, Regex etc) of a language modelβ1,969Updated 3 months ago
- β2,920Updated last week
- β1,556Updated 2 weeks ago