huggingface / setfit
Efficient few-shot learning with Sentence Transformers
☆2,311Updated this week
Alternatives and similar repositories for setfit:
Users that are interested in setfit are comparing it to the libraries listed below
- 🦙 Integrating LLMs into structured NLP pipelines☆1,168Updated last week
- Argilla is a collaboration tool for AI engineers and domain experts to build high-quality datasets☆4,182Updated this week
- A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.☆1,673Updated 5 months ago
- ColBERT: state-of-the-art neural search (SIGIR'20, TACL'21, NeurIPS'21, NAACL'22, CIKM'22, ACL'23, EMNLP'23)☆3,183Updated 2 months ago
- 🤗 Evaluate: A library for easily evaluating machine learning models and datasets.☆2,082Updated last week
- Model explainability that works seamlessly with 🤗 transformers. Explain your transformers model in just 2 lines of code.☆1,316Updated last year
- Top2Vec learns jointly embedded topic, document and word vectors.☆2,973Updated 2 months ago
- Toolkit for creating, sharing and using natural language prompts.☆2,740Updated last year
- Leveraging BERT and c-TF-IDF to create easily interpretable topics.☆6,314Updated this week
- The implementation of DeBERTa☆2,026Updated last year
- Generalist and Lightweight Model for Named Entity Recognition (Extract any entity types from texts) @ NAACL 2024☆1,649Updated this week
- MTEB: Massive Text Embedding Benchmark☆2,086Updated this week
- skweak: A software toolkit for weak supervision applied to NLP tasks☆921Updated 4 months ago
- [ACL 2023] One Embedder, Any Task: Instruction-Finetuned Text Embeddings☆1,902Updated this week
- General technology for enabling AI capabilities w/ LLMs and MLLMs☆3,797Updated last week
- Fast lexical search implementing BM25 in Python using Numpy, Numba and Scipy☆970Updated this week
- SGPT: GPT Sentence Embeddings for Semantic Search☆857Updated 11 months ago
- Pyserini is a Python toolkit for reproducible information retrieval research with sparse and dense representations.☆1,720Updated this week
- A Unified Library for Parameter-Efficient and Modular Transfer Learning☆2,631Updated last week
- 🤖 A PyTorch library of curated Transformer models and their composable components☆873Updated 9 months ago
- BERT score for text generation☆1,653Updated 5 months ago
- 🚀 Accelerate inference and training of 🤗 Transformers, Diffusers, TIMM and Sentence Transformers with easy to use hardware optimization…☆2,667Updated this week
- Collections of vector search related libraries, service and research papers☆1,447Updated 5 months ago
- Easily use and train state of the art late-interaction retrieval methods (ColBERT) in any RAG pipeline. Designed for modularity and ease-…☆3,172Updated 4 months ago
- SPLADE: sparse neural search (SIGIR21, SIGIR22)☆817Updated 8 months ago
- The prime repository for state-of-the-art Multilingual Question Answering research and development.☆732Updated last week
- A language for constraint-guided and efficient LLM programming.☆3,768Updated 7 months ago
- A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)☆4,567Updated last year
- SpanMarker for Named Entity Recognition☆411Updated last week
- Freeing data processing from scripting madness by providing a set of platform-agnostic customizable pipeline processing blocks.☆2,147Updated last week