huggingface / setfit
Efficient few-shot learning with Sentence Transformers
β2,401Updated last month
Alternatives and similar repositories for setfit:
Users that are interested in setfit are comparing it to the libraries listed below
- π€ Evaluate: A library for easily evaluating machine learning models and datasets.β2,140Updated 2 months ago
- [ACL 2023] One Embedder, Any Task: Instruction-Finetuned Text Embeddingsβ1,919Updated last month
- A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.β1,732Updated last week
- Argilla is a collaboration tool for AI engineers and domain experts to build high-quality datasetsβ4,360Updated this week
- ColBERT: state-of-the-art neural search (SIGIR'20, TACL'21, NeurIPS'21, NAACL'22, CIKM'22, ACL'23, EMNLP'23)β3,262Updated 3 months ago
- π¦ Integrating LLMs into structured NLP pipelinesβ1,208Updated 2 months ago
- SGPT: GPT Sentence Embeddings for Semantic Searchβ864Updated last year
- General technology for enabling AI capabilities w/ LLMs and MLLMsβ3,875Updated 2 months ago
- Model explainability that works seamlessly with π€ transformers. Explain your transformers model in just 2 lines of code.β1,327Updated last year
- BERT score for text generationβ1,689Updated 7 months ago
- Efficient Retrieval Augmentation and Generation Frameworkβ1,478Updated 2 months ago
- π Accelerate inference and training of π€ Transformers, Diffusers, TIMM and Sentence Transformers with easy to use hardware optimizationβ¦β2,802Updated this week
- MTEB: Massive Text Embedding Benchmarkβ2,278Updated this week
- π€ A PyTorch library of curated Transformer models and their composable componentsβ882Updated 10 months ago
- Pyserini is a Python toolkit for reproducible information retrieval research with sparse and dense representations.β1,753Updated last week
- Top2Vec learns jointly embedded topic, document and word vectors.β3,006Updated 3 months ago
- Generalist and Lightweight Model for Named Entity Recognition (Extract any entity types from texts) @ NAACL 2024β1,849Updated 2 weeks ago
- SpanMarker for Named Entity Recognitionβ420Updated 2 months ago
- Prompt Engineering | Prompt Versioning | Use GPT or other prompt based models to get structured output. Join our discord for Prompt-Enginβ¦β3,431Updated 3 weeks ago
- SPLADE: sparse neural search (SIGIR21, SIGIR22)β828Updated 10 months ago
- Minimal keyword extraction with BERTβ3,757Updated 2 weeks ago
- Distilabel is a framework for synthetic data and AI feedback for engineers who need fast, reliable and scalable pipelines based on verifiβ¦β2,537Updated last week
- A Unified Library for Parameter-Efficient and Modular Transfer Learningβ2,661Updated this week
- A Collection of BM25 Algorithms in Pythonβ1,116Updated 5 months ago
- skweak: A software toolkit for weak supervision applied to NLP tasksβ923Updated 6 months ago
- LLM(π½)β1,660Updated last month
- Toolkit for creating, sharing and using natural language prompts.β2,790Updated last year
- β1,188Updated 7 months ago
- β356Updated last year
- Leveraging BERT and c-TF-IDF to create easily interpretable topics.β6,480Updated last week