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sentence-transformers
Here are 964 public repositories matching this topic...
Top2Vec learns jointly embedded topic, document and word vectors.
word-embeddings topic-modeling semantic-search bert text-search topic-search document-embedding topic-modelling text-semantic-similarity sentence-encoder pre-trained-language-models topic-vector sentence-transformers top2vec
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Nov 14, 2024 - Python
MTEB: Massive Text Embedding Benchmark
benchmark information-retrieval retrieval text-classification clustering sts semantic-search reranking text-embedding multimodal neural-search sentence-transformers sbert multilingual-nlp low-resource-nlp bitext-mining mteb
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Jan 29, 2026 - Python
Efficient few-shot learning with Sentence Transformers
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Dec 11, 2025 - Jupyter Notebook
A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.
nlp elasticsearch benchmark information-retrieval deep-learning retrieval pytorch dataset bert dpr passage-retrieval question-generation rag sentence-transformers sbert zero-shot-retrieval colbert retrieval-models llm
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Oct 16, 2025 - Python
Fast State-of-the-Art Static Embeddings
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Dec 30, 2025 - Python
Efficient Retrieval Augmentation and Generation Framework
nlp benchmark information-retrieval transformers knowledge-graph question-answering summarization multi-modal semantic-search diffusion sentence-transformers colbert llm generative-ai
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Jan 12, 2026 - Python
On-premises conversational RAG with configurable containers
docker ai docker-compose mcp claude huggingface sentence-transformers qdrant langchain ollama custom-gpts model-context-protocol
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Jan 22, 2026 - Python
Running Llama 2 and other Open-Source LLMs on CPU Inference Locally for Document Q&A
python nlp machine-learning natural-language-processing cpu deep-learning transformers llama language-models faiss sentence-transformers cpu-inference large-language-models llm chatgpt langchain document-qa open-source-llm c-transformers llama-2
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Nov 6, 2023 - Python
Empower Large Language Models (LLM) using Knowledge Graph based Retrieval-Augmented Generation (KG-RAG) for knowledge intensive tasks
bioinformatics biomedical-informatics knowledge-graph llama gpt knowledge-base context-aware bioinformatics-algorithms biomedical-applications rag bert-models sentence-transformers gpt4 prompt-tuning large-language-models llm prompt-engineering gpt35turbo retrieval-augmented-generation llama2
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Nov 9, 2024 - Jupyter Notebook
An editing tool that uses AI to transcribe, understand content and search for anything in your footage, integrated with ChatGPT and other AI models
ai video-processing speech-recognition editing gpt filmmaking davinci-resolve sentence-transformers film-editing chatgpt
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Feb 26, 2025 - Python
unified embedding model
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Sep 1, 2023 - Python
Code for the NAACL 2022 long paper "DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings"
representation-learning sentence-similarity sentence-embeddings self-supervised-learning contrastive-learning sentence-transformers
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Oct 27, 2022 - Python
MinT: Minimal Transformer Library and Tutorials
transformers tutorials pytorch transformer bart gpt bert opt roberta gpt2 t5 transformer-models sentence-transformers
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Jul 26, 2022 - Python
This repository contains an easy and intuitive approach to few-shot classification using sentence-transformers or spaCy models, or zero-shot classification with Huggingface.
nlp machine-learning natural-language-processing text-classification nlu spacy hacktoberfest sentence-transformers few-shot-classifcation
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Jan 20, 2025 - Python
Optimize Document Retrieval with Fine-Tuned KnowledgeBases
knowledge-base embedding-models fine-tuning synthetic-dataset-generation sentence-transformers retrieval-augmented-generation
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Nov 5, 2025 - Python
Open Source Text Embedding Models with OpenAI Compatible API
python opensource aws-lambda embeddings openai serverless-framework universal-sentence-encoder fastapi huggingface text-embeddings sentence-transformers langchain langchain-python
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Jul 13, 2024 - Python
sentence-transformers to onnx 让sbert模型推理效率更快
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Mar 11, 2022 - Python
Making BERT stretchy. Semantic Elasticsearch with Sentence Transformers
search nlp elasticsearch transformers artificial-intelligence semantic-search nlp-machine-learning sentence-transformers
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Sep 25, 2020 - Jupyter Notebook
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