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Jina Embeddings V3 model by jinaai
⭐ 36
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Model

Jina Embeddings V3

by jinaai ID: hf-model--jinaai--jina-embeddings-v3
Scale 0.57B
Context Window 4.096K
Downloads 5.2M
FNI Rank 36
Percentile Top 0%
Activity
β†’ 0.0%

--- tags: - feature-extraction - sentence-similarity - mteb - sentence-transformers language: - multilingual - af - am - ar - as - az - be - bg - bn - br - bs - ca - cs - cy - da - de - el - en - eo - es - et - eu - fa - fi - fr - fy - ga - gd - gl - gu - ha - he - hi - hr - hu - hy - id - is - it -...

View Source Code β†’
Audited 36 FNI Score
Tiny 0.57B Params
4k Context
Hot 5.2M Downloads
8G GPU ~2GB Est. VRAM
Dense XLMROBERTAMODEL Architecture
Model Information Summary
Entity Passport
Registry ID hf-model--jinaai--jina-embeddings-v3
Provider huggingface
πŸ’Ύ

Compute Threshold

~1.7GB VRAM

Interactive
Analyze Hardware
β–Ό

* Static estimation for 4-Bit Quantization.

πŸ“œ

Cite this model

Academic & Research Attribution

BibTeX 
@misc{hf_model__jinaai__jina_embeddings_v3,
  author = {jinaai},
  title = {Jina Embeddings V3 Model},
  year = {2026},
  howpublished = {\url{https://huggingface.co/jinaai/jina-embeddings-v3}},
  note = {Accessed via Free2AITools Knowledge Fortress}
}
APA Style
jinaai. (2026). Jina Embeddings V3 [Model]. Free2AITools. https://huggingface.co/jinaai/jina-embeddings-v3

πŸ”¬Technical Deep Dive

Full Specifications [+]

⚑ Quick Commands

πŸ¦™ Ollama Run
ollama run jina-embeddings-v3
πŸ€— HF Download
huggingface-cli download jinaai/jina-embeddings-v3
πŸ“¦ Install Lib
pip install -U transformers

βš–οΈ Free2AI Nexus Index

Methodology β†’ πŸ“˜ What is FNI?
36.0
Top 0% Overall Impact
πŸ”₯ Popularity (P) 0
πŸš€ Velocity (V) 0
πŸ›‘οΈ Credibility (C) 0
πŸ”§ Utility (U) 0
Nexus Verified Data

πŸ’¬ Why this score?

The Nexus Index for Jina Embeddings V3 aggregates Popularity (P:0), Velocity (V:0), and Credibility (C:0). The Utility score (U:0) represents deployment readiness, context efficiency, and structural reliability within the Nexus ecosystem.

πŸ”— Source Links (Click to verify)

πŸ“Š P: HuggingFace Stats πŸ“ˆ V: 7-Day Delta πŸ“„ C: Papers With Code πŸ”§ U: Deploy Score
Data Verified πŸ• Last Updated: Not calculated
Free2AI Nexus Index | Fair Β· Transparent Β· Explainable | Full Methodology
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πŸš€ What's Next?

πŸ“Š

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πŸ“ˆ

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⚑

Deployment Guide

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Technical Deep Dive

πŸ“ Limitations & Considerations

  • β€’ Benchmark scores may vary based on evaluation methodology and hardware configuration.
  • β€’ VRAM requirements are estimates; actual usage depends on quantization and batch size.
  • β€’ FNI scores are relative rankings and may change as new models are added.
  • β€’ Source: Unknown
Top Tier

Social Proof

HuggingFace Hub
1.1KLikes
5.2MDownloads
Hub Discussions
πŸ€— Data Source: Hugging Face β†—
πŸ”„ Daily sync (03:00 UTC)

AI Summary: Based on Hugging Face metadata. Not a recommendation.

πŸ“Š FNI Methodology πŸ“š Knowledge Baseℹ️ Verify with original source

πŸ›‘οΈ Model Transparency Report

Verified data manifest for traceability and transparency.

100% Data Disclosure Active

πŸ†” Identity & Source

id
hf-model--jinaai--jina-embeddings-v3
source
huggingface
author
jinaai
tags
transformerspytorchonnxsafetensorsfeature-extractionsentence-similaritymtebsentence-transformerscustom_codemultilingualafamarasazbebgbnbrbscacscydadeeleneoeseteufafifrfygagdglguhahehihrhuhyidisitjajvkakkkmknkokukylaloltlvmgmkmlmnmrmsmynenlnoomorpaplpsptrorusasdsiskslsosqsrsusvswtatethtltrugukuruzvixhyizharxiv:2409.10173license:cc-by-nc-4.0model-indexregion:eu

βš™οΈ Technical Specs

architecture
XLMRobertaModel
params billions
0.57
context length
4,096
pipeline tag
feature-extraction
vram gb
1.7
vram is estimated
true
vram formula
VRAM β‰ˆ (params * 0.75) + 0.8GB (KV) + 0.5GB (OS)

πŸ“Š Engagement & Metrics

likes
1,109
downloads
5,196,344

Free2AITools Constitutional Data Pipeline: Curated disclosure mode active. (V15.x Standard)