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Colnomic Embed Multimodal 7b Gguf dataset by brishen
⭐ 37.5
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Dataset

Colnomic Embed Multimodal 7b Gguf

by brishen hf-dataset--brishen--colnomic-embed-multimodal-7b-gguf
Nexus Index
37.5 Top 100%
S: Semantic 50
A: Authority 0
P: Popularity 0
R: Recency 100
Q: Quality 50
Tech Context
Vital Performance
0 DL / 30D
0.0%
Source →
Data Integrity 37.5 FNI Score
- Size
- Rows
Parquet Format
- Tokens
Dataset Information Summary
Entity Passport
Registry ID hf-dataset--brishen--colnomic-embed-multimodal-7b-gguf
License Apache-2.0
Provider huggingface
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Cite this dataset

Academic & Research Attribution

BibTeX 
@misc{hf_dataset__brishen__colnomic_embed_multimodal_7b_gguf,
  author = {brishen},
  title = {Colnomic Embed Multimodal 7b Gguf Dataset},
  year = {2026},
  howpublished = {\url{https://huggingface.co/datasets/brishen/colnomic-embed-multimodal-7b-gguf}},
  note = {Accessed via Free2AITools Knowledge Fortress}
}
APA Style
brishen. (2026). Colnomic Embed Multimodal 7b Gguf [Dataset]. Free2AITools. https://huggingface.co/datasets/brishen/colnomic-embed-multimodal-7b-gguf

🔬Technical Deep Dive

Full Specifications [+]

⚖️ Nexus Index V2.0

Methodology Index Protocol
37.5
TOP 100% SYSTEM IMPACT
Semantic (S) 50
Authority (A) 0
Popularity (P) 0
Recency (R) 100
Quality (Q) 50

💬 Index Insight

FNI V2.0 for Colnomic Embed Multimodal 7b Gguf: Semantic (S:50), Authority (A:0), Popularity (P:0), Recency (R:100), Quality (Q:50).

Free2AITools Nexus Index

Verification Authority

HuggingFace API GitHub Metadata Arxiv Citation DB System Audit
Unbiased Data Node Refresh: VFS Live
⬇️
Downloads
22

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🧬 Field Logic

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Dataset Specification

Social Proof

HuggingFace Hub
22Downloads
Hub Discussions
🤗 Data Source: Hugging Face ↗
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AI Summary: Based on Hugging Face metadata. Not a recommendation.

📊 FNI Methodology 📚 Knowledge Baseℹ️ Verify with original source

🛡️ Dataset Transparency Report

Technical metadata sourced from upstream repositories.

Open Metadata

🆔 Identity & Source

id
hf-dataset--brishen--colnomic-embed-multimodal-7b-gguf
slug
brishen--colnomic-embed-multimodal-7b-gguf
source
huggingface
author
brishen
license
Apache-2.0
tags
peft, gguf, qwen2_5_vl, vidore, colpali, multimodal_embedding, multilingual_embedding, text-to-visual document (t→vd) retrieval, visual-document-retrieval, en, it, fr, de, es, dataset:llamaindex/vdr-multilingual-train, arxiv:2407.01449, arxiv:2406.11251, base_model:qwen/qwen2.5-vl-7b-instruct, base_model:adapter:qwen/qwen2.5-vl-7b-instruct, license:apache-2.0, endpoints_compatible, region:us, conversational

⚙️ Technical Specs

architecture
null
params billions
7
context length
4,096
pipeline tag
visual-document-retrieval

📊 Engagement & Metrics

downloads
22
stars
0
forks
0

Data indexed from public sources. Updated daily.