🧠
Minigpt4 7b model by wangrongsheng
⭐ 24.2
🧠
Model

Minigpt4 7b

by wangrongsheng hf-model--wangrongsheng--minigpt4-7b
Nexus Index
24.2 Top 100%
S: Semantic 50
A: Authority 0
P: Popularity 0
R: Recency 11
Q: Quality 50
Tech Context
7 Params
4.096K Ctx
Vital Performance
0 DL / 30D
0.0%
Source →
Audited 24.2 FNI Score
7B Params
4k Context
0 Downloads
8G GPU ~7GB Est. VRAM
Model Information Summary
Entity Passport
Registry ID hf-model--wangrongsheng--minigpt4-7b
Provider huggingface
💾

Compute Threshold

~6.5GB VRAM

Interactive
Analyze Hardware
â–ŧ

* Static estimation for 4-Bit Quantization.

📜

Cite this model

Academic & Research Attribution

BibTeX 
@misc{hf_model__wangrongsheng__minigpt4_7b,
  author = {wangrongsheng},
  title = {Minigpt4 7b Model},
  year = {2026},
  howpublished = {\url{https://huggingface.co/wangrongsheng/minigpt4-7b}},
  note = {Accessed via Free2AITools Knowledge Fortress}
}
APA Style
wangrongsheng. (2026). Minigpt4 7b [Model]. Free2AITools. https://huggingface.co/wangrongsheng/minigpt4-7b

đŸ”ŦTechnical Deep Dive

Full Specifications [+]

Quick Commands

đŸĻ™ Ollama Run
ollama run minigpt4-7b
🤗 HF Download
huggingface-cli download wangrongsheng/minigpt4-7b

⚖ī¸ Nexus Index V2.0

Methodology Index Protocol
24.2
TOP 100% SYSTEM IMPACT
Semantic (S) 50
Authority (A) 0
Popularity (P) 0
Recency (R) 11
Quality (Q) 50

đŸ’Ŧ Index Insight

FNI V2.0 for Minigpt4 7b: Semantic (S:50), Authority (A:0), Popularity (P:0), Recency (R:11), Quality (Q:50).

Free2AITools Nexus Index

Verification Authority

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

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📝 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.
🤗 Data Source: Hugging Face ↗
🔄 Daily sync (03:00 UTC)

AI Summary: Based on Hugging Face 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
hf-model--wangrongsheng--minigpt4-7b
slug
wangrongsheng--minigpt4-7b
source
huggingface
author
wangrongsheng
license
tags
image-to-text, region:us

⚙ī¸ Technical Specs

architecture
null
params billions
7
context length
4,096
pipeline tag
image-to-text
vram gb
6.5
vram is estimated
true
vram formula
VRAM ≈ (params * 0.75) + 0.8GB (KV) + 0.5GB (OS)

📊 Engagement & Metrics

downloads
0
stars
0
forks
0

Data indexed from public sources. Updated daily.