huggingface / setfitLinks
Efficient few-shot learning with Sentence Transformers
☆2,647Updated 2 weeks ago
Alternatives and similar repositories for setfit
Users that are interested in setfit are comparing it to the libraries listed below
Sorting:
- 🦙 Integrating LLMs into structured NLP pipelines☆1,355Updated 11 months ago
- Argilla is a collaboration tool for AI engineers and domain experts to build high-quality datasets☆4,798Updated this week
- 🤗 Evaluate: A library for easily evaluating machine learning models and datasets.☆2,386Updated last month
- ColBERT: state-of-the-art neural search (SIGIR'20, TACL'21, NeurIPS'21, NAACL'22, CIKM'22, ACL'23, EMNLP'23)☆3,746Updated 2 months ago
- Model explainability that works seamlessly with 🤗 transformers. Explain your transformers model in just 2 lines of code.☆1,401Updated 2 years ago
- [ACL 2023] One Embedder, Any Task: Instruction-Finetuned Text Embeddings☆2,021Updated 11 months ago
- A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.☆2,035Updated 2 months ago
- SGPT: GPT Sentence Embeddings for Semantic Search☆872Updated last year
- Generalist and Lightweight Model for Named Entity Recognition (Extract any entity types from texts) @ NAACL 2024☆2,639Updated last week
- Top2Vec learns jointly embedded topic, document and word vectors.☆3,107Updated last year
- Efficient Retrieval Augmentation and Generation Framework☆1,755Updated 11 months ago
- SPLADE: sparse neural search (SIGIR21, SIGIR22)☆959Updated last year
- Fast lexical search implementing BM25 in Python using Numpy, Numba and Scipy☆1,432Updated last week
- Pyserini is a Python toolkit for reproducible information retrieval research with sparse and dense representations.☆1,997Updated last week
- Minimal keyword extraction with BERT☆4,073Updated 2 months ago
- A Collection of BM25 Algorithms in Python☆1,286Updated last year
- Toolkit for creating, sharing and using natural language prompts.☆2,986Updated 2 years ago
- SpanMarker for Named Entity Recognition☆462Updated 11 months ago
- Bringing BERT into modernity via both architecture changes and scaling☆1,598Updated 5 months ago
- Code for 'LLM2Vec: Large Language Models Are Secretly Powerful Text Encoders'☆1,632Updated 3 weeks ago
- Efficient, scalable and enterprise-grade CPU/GPU inference server for 🤗 Hugging Face transformer models 🚀☆1,688Updated last year
- A lightweight, low-dependency, unified API to use all common reranking and cross-encoder models.☆1,584Updated last week
- The implementation of DeBERTa☆2,182Updated 2 years ago
- 🤖 A PyTorch library of curated Transformer models and their composable components☆894Updated last year
- MTEB: Massive Text Embedding Benchmark☆3,041Updated this week
- The prime repository for state-of-the-art Multilingual Question Answering research and development.☆740Updated 3 months ago
- Leveraging BERT and c-TF-IDF to create easily interpretable topics.☆7,280Updated last week
- General technology for enabling AI capabilities w/ LLMs and MLLMs☆4,234Updated last week
- 🚀 Accelerate inference and training of 🤗 Transformers, Diffusers, TIMM and Sentence Transformers with easy to use hardware optimization…☆3,225Updated last week
- Explain, analyze, and visualize NLP language models. Ecco creates interactive visualizations directly in Jupyter notebooks explaining the…☆2,071Updated last year