sentence-transformers

Top2Vec learns jointly embedded topic, document and word vectors.

MTEB: Massive Text Embedding Benchmark

#自然语言处理#Efficient few-shot learning with Sentence Transformers

#自然语言处理#A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.

#自然语言处理#Fast State-of-the-Art Static Embeddings

#自然语言处理#Efficient Retrieval Augmentation and Generation Framework

#大语言模型#UltraRAG 2.0: Less Code, Lower Barrier, Faster Deployment! MCP-based low-code RAG framework, enabling researchers to build complex pipelines to creative innovation.

On-premises conversational RAG with configurable containers

#自然语言处理#Running Llama 2 and other Open-Source LLMs on CPU Inference Locally for Document Q&A

#大语言模型#Empower Large Language Models (LLM) using Knowledge Graph based Retrieval-Augmented Generation (KG-RAG) for knowledge intensive tasks

#自然语言处理#unified embedding model

#大语言模型#An editing tool that uses AI to transcribe, understand content and search for anything in your footage, integrated with ChatGPT and other AI models

#大语言模型#Local first semantic code search and chat | Leverage custom copilots with fine-tuning datasets from code in Alpaca, Conversational, Completion and Instruction format

Code for the NAACL 2022 long paper "DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings"

MinT: Minimal Transformer Library and Tutorials

#自然语言处理#This repository contains an easy and intuitive approach to few-shot classification using sentence-transformers or spaCy models, or zero-shot classification with Huggingface.

AI Punk is an advanced autonomous AI assistant

sentence-transformers to onnx 让sbert模型推理效率更快

#自然语言处理#Making BERT stretchy. Semantic Elasticsearch with Sentence Transformers

Open Source Text Embedding Models with OpenAI Compatible API