Nomic-Embed-Text-V2-GGUF Open Source Model - Supports Text Similarity Calculation and Feature Extraction for Over 70 Languages

Nomic Embed Text V2 GGUF

Developed by ggml-org

Nomic Embed Text V2 GGUF is a multilingual text embedding model supporting over 70 languages, suitable for sentence similarity calculation and feature extraction tasks.

Text Embedding Supports Multiple LanguagesOpen Source License:Apache-2.0 #Multilingual Embedding #Sentence Similarity Calculation #Lightweight GGUF Format

Downloads 317

Release Time : 4/30/2025

Model Overview

This model is a GGUF format version converted from nomic-ai/nomic-embed-text-v2-moe, primarily used for text embedding and sentence similarity calculation.

Model Features

Multilingual Support

Supports over 70 languages, suitable for global multilingual application scenarios.

Sentence Similarity Calculation

Efficiently calculates similarity between sentences, suitable for information retrieval and text matching tasks.

Feature Extraction

Extracts meaningful features from text, suitable for machine learning and natural language processing tasks.

Model Capabilities

Text Embedding

Sentence Similarity Calculation

Multilingual Text Processing

Feature Extraction

Use Cases

Information Retrieval

Document Similarity Search

Implements efficient document retrieval by calculating similarity between documents.

Improves retrieval accuracy and efficiency

Natural Language Processing

Text Classification

Performs text classification tasks using extracted text features.

Enhances classification model performance

Property	Details
Base Model	nomic-ai/nomic-embed-text-v2-moe
Supported Languages	en, es, fr, de, it, pt, pl, nl, tr, ja, vi, ru, id, ar, cs, ro, sv, el, uk, zh, hu, da, no, hi, fi, bg, ko, sk, th, he, ca, lt, fa, ms, sl, lv, mr, bn, sq, cy, be, ml, kn, mk, ur, fy, te, eu, sw, so, sd, uz, co, hr, gu, ce, eo, jv, la, zu, mn, si, ga, ky, tg, my, km, mg, pa, sn, ha, ht, su, gd, ny, ps, ku, am, ig, lo, mi, nn, sm, yi, st, tl, xh, yo, af, ta, tn, ug, az, ba, bs, dv, et, gl, gn, gv, hy
Library Name	sentence-transformers
Pipeline Tag	sentence-similarity
Tags	sentence-transformers, sentence-similarity, feature-extraction, llama-cpp, gguf-my-repo

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Nomic Embed Text V2 GGUF

Model Overview

Model Features

Model Capabilities

Use Cases

🚀 ggml-org/Nomic-Embed-Text-V2-GGUF

🚀 Quick Start

📚 Documentation

Use with llama.cpp

📄 License

📦 Model Information