🧠
Qwen3 Embedding 8b model by lucataco
⭐ 42.4
🧠
Model

Qwen3 Embedding 8b

by lucataco replicate-model--lucataco--qwen3-embedding-8b
Nexus Index
42.4 Top 3%
S: Semantic 50
A: Authority 0
P: Popularity 79
R: Recency 57
Q: Quality 45
Tech Context
8 Params
4.096K Ctx
Vital Performance
1.2M DL / 30D
0.0%
Source →
Audited 42.4 FNI Score
8B Params
4k Context
Hot 1.2M Downloads
8G GPU ~8GB Est. VRAM
Restricted CUSTOM License
Model Information Summary
Entity Passport
Registry ID replicate-model--lucataco--qwen3-embedding-8b
License custom
Provider replicate
💾

Compute Threshold

~7.3GB VRAM

Interactive
Analyze Hardware
â–ŧ

* Static estimation for 4-Bit Quantization.

📜

Cite this model

Academic & Research Attribution

BibTeX 
@misc{replicate_model__lucataco__qwen3_embedding_8b,
  author = {lucataco},
  title = {Qwen3 Embedding 8b Model},
  year = {2026},
  howpublished = {\url{https://replicate.com/lucataco/qwen3-embedding-8b}},
  note = {Accessed via Free2AITools Knowledge Fortress}
}
APA Style
lucataco. (2026). Qwen3 Embedding 8b [Model]. Free2AITools. https://replicate.com/lucataco/qwen3-embedding-8b

đŸ”ŦTechnical Deep Dive

Full Specifications [+]

Quick Commands

đŸĻ™ Ollama Run
ollama run qwen3-embedding-8b

⚖ī¸ Nexus Index V2.0

Methodology Index Protocol
42.4
TOP 3% SYSTEM IMPACT
Semantic (S) 50
Authority (A) 0
Popularity (P) 79
Recency (R) 57
Quality (Q) 45

đŸ’Ŧ Index Insight

FNI V2.0 for Qwen3 Embedding 8b: Semantic (S:50), Authority (A:0), Popularity (P:79), Recency (R:57), Quality (Q:45).

Free2AITools Nexus Index

Verification Authority

HuggingFace API GitHub Metadata Arxiv Citation DB System Audit
Unbiased Data Node Refresh: VFS Live
---

🚀 What's Next?

📊

Find Training Datasets

Discover datasets compatible with this model

📈

Compare Benchmarks

See how this model ranks on standard tests

⚡

Deployment Guide

Understand deployment options

Technical Deep Dive

The Qwen3 Embedding model series is specifically designed for text embedding and ranking tasks

⚠ī¸ Incomplete Data

Some information about this model is not available. Use with Caution - Verify details from the original source before relying on this data.

View Original Source →

📝 Limitations & Considerations

  • â€ĸ Benchmark scores may vary based on evaluation methodology and hardware configuration.
  • â€ĸ VRAM requirements are estimates; actual usage depends on quantization and batch size.
  • â€ĸ FNI scores are relative rankings and may change as new models are added.
  • ⚠ License Unknown: Verify licensing terms before commercial use.
Top Tier

Social Proof

HuggingFace Hub
1.2MDownloads
Hub Discussions
⚡ Data Source: Replicate ↗
🔄 Daily sync (03:00 UTC)

AI Summary: Based on Replicate metadata. Not a recommendation.

📊 FNI Methodology 📚 Knowledge Baseℹī¸ Verify with original source

🛡ī¸ Model Transparency Report

Technical metadata sourced from upstream repositories.

Open Metadata

🆔 Identity & Source

id
replicate-model--lucataco--qwen3-embedding-8b
slug
lucataco--qwen3-embedding-8b
source
replicate
author
lucataco
license
custom
tags
public, text

⚙ī¸ Technical Specs

architecture
null
params billions
8
context length
4,096
pipeline tag
vram gb
7.3
vram is estimated
true
vram formula
VRAM ≈ (params * 0.75) + 0.8GB (KV) + 0.5GB (OS)

📊 Engagement & Metrics

downloads
1,244,236
stars
0
forks
0

Data indexed from public sources. Updated daily.