Embedding Models30 / 95 projects

Easy-to-use and powerful LLM and SLM library with awesome model zoo.

100+ Chinese Word Vectors 上百种预训练中文词向量

MTEB: State-of-the-art evaluation of embeddings across languages and modalities

Siamese and triplet networks with online pair/triplet mining in PyTorch

[ACL 2023] One Embedder, Any Task: Instruction-Finetuned Text Embeddings

SGPT: GPT Sentence Embeddings for Semantic Search

Four word embedding models implemented in Python. Supporting arbitrary context features

Generative Representational Instruction Tuning

This repo contains the code for "VLM2Vec / MMEB" [ICLR 2025], "VLM2Vec-V2 / MMEB-V2" [TMLR 2026], and "MMEB-V3" [COLM 2026]

OpenL3: Open-source deep audio and image embeddings

ACG2vec (Anime Comics Games to vector) are committed to creating a playground that combines ACG and Deep learning.（文本语义检索、以图搜图、语义搜图、图片超分辨率、推荐系统）

Train and Infer Powerful Sentence Embeddings with AnglE | 🔥 SOTA on STS and MTEB Leaderboard

Angular penalty loss functions in Pytorch (ArcFace, SphereFace, Additive Margin, CosFace)

The resources of LucaOne, including: the model code, training scripts, embedding inference code, and trained checkpoints.

Codebase for RetroMAE and beyond.

The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).

One-Stop Solution to encode sentence to fixed length vectors from various embedding techniques

Go library for performing computations in word2vec binary models

A scalable implementation of "Learning Structural Node Embeddings Via Diffusion Wavelets (KDD 2018)".

The reference implementation of "Multi-scale Attributed Node Embedding". (Journal of Complex Networks 2021)

EMNLP 2018: HyTE: Hyperplane-based Temporally aware Knowledge Graph Embedding

Implements the Tsetlin Machine, Convolutional Tsetlin Machine, Regression Tsetlin Machine, Weighted Tsetlin Machine, and Embedding Tsetlin Machine, with support for continuous features, multigranularity, clause indexing, and literal budget

[ISMB 2025] DNABERT_S: Learning Species-Aware DNA Embedding with Genome Foundation Models

Reference implementation of Diffusion2Vec (Complenet 2018) built on Gensim and NetworkX.

Code for KaLM-Embedding models

[𝗜𝗖𝗠𝗟 𝟮𝟬𝟮𝟲] Dispersion loss counteracts embedding condensation and improves generalization in small language models

A lightweight implementation of Walklets from "Don't Walk Skip! Online Learning of Multi-scale Network Embeddings" (ASONAM 2017).

A sparsity aware and memory efficient implementation of "Attributed Social Network Embedding" (TKDE 2018).

TensorFlow implementation of TransE and its extended models for Knowledge Representation Learning

Simple script to compute CLIP-based scores given a DALL-e trained model.