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nomic-embed-text-v2-moe

sentence-similarity

View on GitHub Official site
Embedding Models Apache-2.0 1,620,294 stars

Overview

Description

Nomic Embed v2 delivers accurate multilingual search across ~100 languages, making your RAG and vector search applications work globally. It matches the performance of models twice its size while cutting storage costs by 3x through flexible embedding dimensions. The bottom line: better search accuracy with lower infrastructure costs, all in one open-source model.

Technical scorecard

License

Apache-2.0

Commercial use

Yes

OpenAI-compatible API

No

REST API

No

Fine-tuning support

No

Quantization support

No

Docker available

No

GUI / no-code available

No

Telemetry

Unknown

Offline after setup

Yes

Data & Privacy

Does it send data online?

After setup, this listing is marked as usable offline. Confirm network behavior against the upstream project before regulated deployment.

Does it store history?

Not verified in this directory yet. Review the upstream docs for persistence, logs, and workspace storage.

License checks?

Commercial use is marked as allowed or likely allowed by the listed license.

Telemetry?

Unknown

Last verified: Jul 22, 2026. Maintainer verification should be treated as directory guidance, not legal advice.

Setup & Installation

A developer can usually get this running with standard docs. 

# Start with the official project repository
# https://huggingface.co/nomic-ai/nomic-embed-text-v2-moe

Hardware Requirements

Hardware tagsCPU, GPU (NVIDIA)
Languagesen, 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

Works Well With

Milvus Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search... Chroma Search infrastructure for AI... Typesense Open Source alternative to Algolia + Pinecone and an Easier-to-Use alternative to ElasticSearch ⚡ 🔍 ✨ Fast, typo tolera... pgvector Open-source vector similarity search for Postgres...
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