🧠
Gemma 4 Test Ggufs model by ToastyPigeon
⭐ 47.7
🧠
Model

Gemma 4 Test Ggufs

by ToastyPigeon toastypigeon/gemma-4-test-ggufs
Free2AITools Nexus Index
47.7
S: Semantic 50

Query-time baseline · scored live at search

A: Authority 33
P: Popularity 27
R: Recency 98
Q: Quality 50
Tech Context
Vital Performance
1.1K DL / 30D
Source β†’

Technical Constraints

Experimental / High Latency
Low FNI signal 47.7 FNI Score
Tiny - Params
- Context
1.1K Downloads
Model Information Summary
Entity Passport
Registry ID toastypigeon/gemma-4-test-ggufs
Provider huggingface
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Cite this model

Academic & Research Attribution

BibTeX 
@misc{toastypigeon_gemma_4_test_ggufs,
  author = {ToastyPigeon},
  title = {Gemma 4 Test Ggufs Model},
  year = {2026},
  howpublished = {\url{https://huggingface.co/ToastyPigeon/Gemma-4-Test-GGUFs}},
  note = {Accessed via Free2AITools.}
}
APA Style
ToastyPigeon. (2026). Gemma 4 Test Ggufs [Model]. Free2AITools. https://huggingface.co/ToastyPigeon/Gemma-4-Test-GGUFs

πŸ”¬Technical Deep Dive

Full Specifications [+]

Quick Commands

πŸ€— HF Download
huggingface-cli download toastypigeon/gemma-4-test-ggufs

βš–οΈ Free2AITools Nexus Index V2.0

Methodology How FNI works
Semantic (S) 50

Query-time baseline · scored live at search

Authority (A) 33
Popularity (P) 27
Recency (R) 98
Quality (Q) 50

πŸ’¬ Index Insight

FNI V2.0 for Gemma 4 Test Ggufs: Authority (A:33), Popularity (P:27), Recency (R:98), Quality (Q:50). Semantic (S) is a query-time baseline scored live at search.

Free2AITools Nexus Index

Data Sources / Provenance

HuggingFace API GitHub Metadata Arxiv Citation DB Methodology
Open data Updated: Live data
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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.
  • ⚠ License Unknown: Verify licensing terms before commercial use.

Social Proof

HuggingFace Hub
1.1KDownloads
Hub Discussions
πŸ€— Data Source: Hugging Face β†—
πŸ”„ Updated daily

Source 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

Technical metadata sourced from upstream repositories.

Open Metadata

πŸ†” Identity & Source

id
hf-model--toastypigeon--gemma-4-test-ggufs
slug
toastypigeon--gemma-4-test-ggufs
source
huggingface
author
ToastyPigeon
tags
gguf, endpoints_compatible, region:us, conversational

πŸ“Š Engagement & Metrics

downloads
1,113

Data indexed from public sources. Updated daily.