MTEB: Massive Text Embedding Benchmark
[ACL 2023] One Embedder, Any Task: Instruction-Finetuned Text Embeddings
SGPT: GPT Sentence Embeddings for Semantic Search
#大语言模型#Generative Representational Instruction Tuning
#大语言模型#Train and Infer Powerful Sentence Embeddings with AnglE | 🔥 SOTA on STS and MTEB Leaderboard
Codebase for RetroMAE and beyond.
#计算机科学#Code & data accompanying the KDD 2017 paper "KATE: K-Competitive Autoencoder for Text"
#大语言模型#Efficient LLM inference on Slurm clusters using vLLM.
#大语言模型#Go module for fetching embeddings from embeddings providers
#计算机科学#a vector embedding database with multiple storage engines and AI embedding integrations
Simple script to compute CLIP-based scores given a DALL-e trained model.
Simple customizable evaluation for text retrieval performance of Sentence Transformers embedders on PDFs
A text embedding viewer for the Jupyter environment
#自然语言处理#Perform topic classification on news articles in several limited-labeled data regimes.
Official codebase for the ACL 2025 Findings paper: Optimized Text Embedding Models and Benchmarks for Amharic Passage Retrieval.
Simple script to re-rank images using OpenAI's CLIP https://github.com/openai/CLIP.
#自然语言处理#Topic Embedding, Text Generation and Modeling using diffusion
#自然语言处理#Flask API for generating text embeddings using OpenAI or sentence_transformers
SERVER: Multi-modal Speech Emotion Recognition using Transformer-based and Vision-based Embeddings