🧠
Dolphin3.0 Dumb Gemma 4 E4b Gguf model by silvjayr
⭐ 39
🧠
Model

Dolphin3.0 Dumb Gemma 4 E4b Gguf

by silvjayr hf-model--silvjayr--dolphin3.0-dumb-gemma_4_e4b-gguf
Nexus Index
39.0 Top 6%
S: Semantic 50
A: Authority 0
P: Popularity 0
R: Recency 100
Q: Quality 65
Tech Context
5.12 Params
8.192K Ctx
Vital Performance
0 DL / 30D
0.0%
Source →
Audited 39 FNI Score
5.12B Params
8k Context
0 Downloads
8G GPU ~6GB Est. VRAM
Dense GEMMA4FORCONDITIONALGENERATION Architecture
Commercial APACHE License
Model Information Summary
Entity Passport
Registry ID hf-model--silvjayr--dolphin3.0-dumb-gemma_4_e4b-gguf
License Apache-2.0
Provider huggingface
💾

Compute Threshold

~5.1GB VRAM

Interactive
Analyze Hardware
â–ŧ

* Static estimation for 4-Bit Quantization.

📜

Cite this model

Academic & Research Attribution

BibTeX 
@misc{hf_model__silvjayr__dolphin3.0_dumb_gemma_4_e4b_gguf,
  author = {silvjayr},
  title = {Dolphin3.0 Dumb Gemma 4 E4b Gguf Model},
  year = {2026},
  howpublished = {\url{https://huggingface.co/silvjayr/Dolphin3.0-Dumb-Gemma_4_E4B-GGUF}},
  note = {Accessed via Free2AITools Knowledge Fortress}
}
APA Style
silvjayr. (2026). Dolphin3.0 Dumb Gemma 4 E4b Gguf [Model]. Free2AITools. https://huggingface.co/silvjayr/Dolphin3.0-Dumb-Gemma_4_E4B-GGUF

đŸ”ŦTechnical Deep Dive

Full Specifications [+]

Quick Commands

đŸĻ™ Ollama Run
ollama run dolphin3.0-dumb-gemma_4_e4b-gguf
🤗 HF Download
huggingface-cli download silvjayr/dolphin3.0-dumb-gemma_4_e4b-gguf
đŸ“Ļ Install Lib
pip install -U transformers

⚖ī¸ Nexus Index V2.0

Methodology Index Protocol
39.0
TOP 6% SYSTEM IMPACT
Semantic (S) 50
Authority (A) 0
Popularity (P) 0
Recency (R) 100
Quality (Q) 65

đŸ’Ŧ Index Insight

FNI V2.0 for Dolphin3.0 Dumb Gemma 4 E4b Gguf: Semantic (S:50), Authority (A:0), Popularity (P:0), Recency (R:100), Quality (Q:65).

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

⚠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.
🤗 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--silvjayr--dolphin3.0-dumb-gemma_4_e4b-gguf
slug
silvjayr--dolphin3.0-dumb-gemma_4_e4b-gguf
source
huggingface
author
silvjayr
license
Apache-2.0
tags
transformers, safetensors, gemma4, image-text-to-text, text-generation-inference, unsloth, conversational, en, base_model:trevorjs/gemma-4-e2b-it-uncensored, license:apache-2.0, endpoints_compatible, region:us

⚙ī¸ Technical Specs

architecture
Gemma4ForConditionalGeneration
params billions
5.12
context length
8,192
pipeline tag
image-text-to-text
vram gb
5.1
vram is estimated
true
vram formula
VRAM ≈ (params * 0.75) + 0.8GB (KV) + 0.5GB (OS)

📊 Engagement & Metrics

downloads
0
stars
0
forks
null

Data indexed from public sources. Updated daily.