sentence-transformers

There are 7 repositories under sentence-transformers topic.

ddangelov / Top2Vec
Top2Vec learns jointly embedded topic, document and word vectors.
topic-modeling word-embeddings document-embedding topic-vector topic-search text-search text-semantic-similarity topic-modelling semantic-search bert top2vec sentence-transformers sentence-encoder pre-trained-language-models
Language:Python 2846
huggingface / setfit
Efficient few-shot learning with Sentence Transformers
few-shot-learning nlp sentence-transformers
Language:Jupyter Notebook 2014
embeddings-benchmark / mteb
MTEB: Massive Text Embedding Benchmark
benchmark clustering information-retrieval sentence-transformers sts text-embedding retrieval neural-search semantic-search sbert sgpt text-classification bitext-mining reranking multilingual-nlp
Language:Python 1458
beir
beir-cellar / beir
A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.
nlp information-retrieval bert benchmark sentence-transformers question-generation retrieval passage-retrieval elasticsearch dpr sbert retrieval-models dataset ance colbert zero-shot-retrieval use-qa deep-learning pytorch
Language:Python 1407
fastRAG
IntelLabs / fastRAG
Efficient Retrieval Augmentation and Generation Framework
benchmark colbert diffusion generative-ai information-retrieval knowledge-graph llm multi-modal nlp question-answering semantic-search sentence-transformers summarization transformers
Language:Python 935
kennethleungty / Llama-2-Open-Source-LLM-CPU-Inference
Running Llama 2 and other Open-Source LLMs on CPU Inference Locally for Document Q&A
cpu cpu-inference deep-learning faiss langchain large-language-models llm machine-learning natural-language-processing nlp python sentence-transformers transformers c-transformers open-source-llm chatgpt document-qa language-models llama llama-2
Language:Python 929
wangyuxinwhy / uniem
unified embedding model
embeddings huggingface nlp sentence-embeddings sentence-transformers
Language:Python 755
octimot / StoryToolkitAI
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 davinci-resolve editing film-editing filmmaking sentence-transformers speech-recognition video-processing chatgpt gpt
Language:Python 593
BaranziniLab / KG_RAG
Empower Large Language Models (LLM) using Knowledge Graph based Retrieval-Augmented Generation (KG-RAG) for knowledge intensive tasks
gpt knowledge-graph large-language-models llama2 llm rag retrieval-augmented-generation biomedical-applications biomedical-informatics bioinformatics gpt35turbo gpt4 llama prompt-engineering bert-models bioinformatics-algorithms context-aware knowledge-base sentence-transformers prompt-tuning
Language:Jupyter Notebook 368
fynnfluegge / codeqai
Local first semantic code search and chat powered by vector embeddings and LLMs
faiss langchain llamacpp llm openai huggingface llama2 gpt sentence-transformers codellama ollama
Language:Python 337
voidism / DiffCSE
Code for the NAACL 2022 long paper "DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings"
contrastive-learning representation-learning self-supervised-learning sentence-embeddings sentence-similarity sentence-transformers
Language:Python 286
dpressel / mint
MinT: Minimal Transformer Library and Tutorials
transformer-models transformer transformers pytorch bert gpt2 gpt bart t5 roberta sentence-transformers tutorials opt
Language:Python 241
davidberenstein1957 / classy-classification
This repository contains an easy and intuitive approach to few-shot classification using sentence-transformers or spaCy models, or zero-shot classification with Huggingface.
few-shot-classifcation hacktoberfest machine-learning natural-language-processing nlp nlu sentence-transformers spacy text-classification
Language:Python 202
md-experiments / elastic_transformers
Making BERT stretchy. Semantic Elasticsearch with Sentence Transformers
artificial-intelligence elasticsearch nlp nlp-machine-learning search semantic-search sentence-transformers transformers
Language:Jupyter Notebook 160
yuanzhoulvpi2017 / quick_sentence_transformers
sentence-transformers to onnx 让sbert模型推理效率更快
bert pytorch sentence-transformers transformer transformers
Language:Python 142
davidberenstein1957 / fast-sentence-transformers
This repository, called fast sentence transformers, contains code to run 5X faster sentence transformers using tools like quantization and ONNX.
hacktoberfest nlp embeddings onnx sentence-transformers
Language:Python 104
cpcdoy / rust-sbert
Rust port of sentence-transformers (https://github.com/UKPLab/sentence-transformers)
rust bert sbert sentence-transformers sentence-embeddings nlp sentence-bert rust-sbert
Language:Rust 101
MartinoMensio / spacy-sentence-bert
Sentence transformers models for SpaCy
nlp spacy models bert sentence-bert sentence-transformers
Language:Python 99
linktransformer
dell-research-harvard / linktransformer
A convenient way to link, deduplicate, aggregate and cluster data(frames) in Python using deep learning
deep-learning entity-matching entity-resolution huggingface-transformers nlp python record-linkage sentence-transformers transformers
Language:Python 80
limcheekin / open-text-embeddings
Open Source Text Embedding Models with OpenAI Compatible API
aws-lambda fastapi huggingface langchain langchain-python openai opensource python sentence-transformers text-embeddings serverless-framework universal-sentence-encoder embeddings
Language:Python 73
DebarshiChanda / Amazon-ML-Challenge2021
Scripts and Approach for Amazon ML Challenge
nlp transformers bert roberta gpt-2 xlnet huggingface knn text-classification amazon sentence-transformers mpnet similarity-search
Language:Jupyter Notebook 69
hhzrd / BERT-Embedding-Frequently-Asked-Question
FAQ-based Question Answering System using BERT
sentence-bert sentence-transformers es-elasticsearch sentence-embeddings faq-system faq dialogue-systems question question-answering dialogue
Language:Python 68
flipz357 / S3BERT
Semantically Structured Sentence Embeddings
embeddings explainability explainable-ai sentence-embeddings sentence-transformers
Language:Python 64
ycvibecheck
thesephist / ycvibecheck
Semantic search across every YC company ever. Vibe check your idea?
oaklang semantic-search sentence-transformers torus-dom y-combinator
Language:CSS 58
99sbr / semantic-search-with-sbert
Build Semantic Search with S-BERT and Fine-tune your model in unsupervised way
nlp transformers sentence-transformers sematic-search
Language:Jupyter Notebook 55
thepushkarp / nalcos
Search Git commits in natural language
commits natural-language information-retrieval sentence-transformers huggingface commit-search hacktoberfest python nlp
Language:Python 53
hppRC / simple-simcse-ja
Exploring Japanese SimCSE
pytorch simcse japanese sentence-embeddings sentence-transformers transformers
Language:Python 51
K024 / llm-sharp
Language models in C#
llm llm-inference torchsharp baichuan language-model llama qwen sentence-transformers csharp
Language:C# 35
wri-dssg-omdena / policy-data-analyzer
Building a model to recognize incentives for landscape restoration in environmental policies from Latin America, the US and India. Bringing NLP to the world of policy analysis through an extensible framework that includes scraping, preprocessing, active learning and text analysis pipelines.
nlp sbert sentence-transformers huggingface machine-learning text-classification document-classification scraping policy environmental data-science bert transformers spyder scrapy topic lda active-learning incentives landscape-restoration
Language:Jupyter Notebook 32
md-experiments / picture_text
Interactive tree-maps with SBERT & Hierarchical Clustering (HAC)
sbert embeddings natural-language-processing artificial-intelligence transformers sentence-transformers clustering visualization interactive-visualizations text-embeddings text-visualization hierarchical-clustering tree-maps clusters nlp
Language:Python 31
svjack / Sbert-ChineseExample
Sentence-Transformers Information Retrieval example on Chinese
sentence-transformers bm25 elasticsearch pandas sentence-embeddings cos bi-encoder cross-encoder chinese faiss indexer pytorch
Language:Python 28
raphaelsty / neural-tree
Tree-based indexes for neural-search
colbert neural-search semantic-search sentence-transformers tree
Language:Python 26
avsolatorio / GISTEmbed
GISTEmbed: Guided In-sample Selection of Training Negatives for Text Embeddings
deep-learning embedding-models fine-tuning huggingface mteb sentence-embeddings sentence-transformers
Language:Python 24
fireindark707 / Python-Schema-Matching
A python tool using XGboost and sentence-transformers to perform schema matching task on tables.
schema-matching machine-learning schema-mapping sentence-transformers xgboost nlp pypi
Language:Python 24
varunshenoy / honestgpt
Grounding LLMs in truth with under 30 lines of code.
chroma gpt-3 langchain sentence-transformers
20
vTuanpham / Vietnamese_QA_System
Vietnamese long form question answering system with documents retrieval.
document-retrieval dpr lfqa qa question-answering sentence-embeddings sentence-similarity sentence-transformers vietnamese vietnamese-nlp nlp instructions instruction-tune
Language:Python 18

sentence-transformers

ddangelov / Top2Vec

huggingface / setfit

embeddings-benchmark / mteb

beir-cellar / beir

IntelLabs / fastRAG

kennethleungty / Llama-2-Open-Source-LLM-CPU-Inference

wangyuxinwhy / uniem

octimot / StoryToolkitAI

BaranziniLab / KG_RAG

fynnfluegge / codeqai

voidism / DiffCSE

dpressel / mint

davidberenstein1957 / classy-classification

md-experiments / elastic_transformers

yuanzhoulvpi2017 / quick_sentence_transformers

davidberenstein1957 / fast-sentence-transformers

cpcdoy / rust-sbert

MartinoMensio / spacy-sentence-bert

dell-research-harvard / linktransformer

limcheekin / open-text-embeddings

DebarshiChanda / Amazon-ML-Challenge2021

hhzrd / BERT-Embedding-Frequently-Asked-Question

flipz357 / S3BERT

thesephist / ycvibecheck

99sbr / semantic-search-with-sbert

thepushkarp / nalcos

hppRC / simple-simcse-ja

K024 / llm-sharp

wri-dssg-omdena / policy-data-analyzer

md-experiments / picture_text

svjack / Sbert-ChineseExample

raphaelsty / neural-tree

avsolatorio / GISTEmbed

fireindark707 / Python-Schema-Matching

varunshenoy / honestgpt

vTuanpham / Vietnamese_QA_System