🧠
Gemma 3n E4b It Absolute Heresy Gguf model by mradermacher
⭐ 38.9
🧠
Model

Gemma 3n E4b It Absolute Heresy Gguf

by mradermacher mradermacher/gemma-3n-e4b-it-absolute-heresy-gguf
Free2AITools Nexus Index
38.9
S: Semantic 50

Query-time baseline · scored live at search

A: Authority 39
P: Popularity 31
R: Recency 55
Q: Quality 65
Tech Context
4 Params
4.096K Ctx
Vital Performance
2.0K DL / 30D
Source β†’

Technical Constraints

Experimental / High Latency
Low FNI signal 38.9 FNI Score
4B Params
4k Context
2.0K Downloads
8G GPU ~5GB Est. VRAM
Restricted GEMMA License
Model Information Summary
Entity Passport
Registry ID mradermacher/gemma-3n-e4b-it-absolute-heresy-gguf
License Gemma
Provider huggingface
πŸ’Ύ

Compute Threshold

~4.3GB VRAM

Interactive
Estimate fit
β–Ό

* Static estimation for 4-Bit Quantization.

πŸ“œ

Cite this model

Academic & Research Attribution

BibTeX 
@misc{mradermacher_gemma_3n_e4b_it_absolute_heresy_gguf,
  author = {mradermacher},
  title = {Gemma 3n E4b It Absolute Heresy Gguf Model},
  year = {2025},
  howpublished = {\url{https://huggingface.co/mradermacher/gemma-3n-E4B-it-absolute-heresy-GGUF}},
  note = {Accessed via Free2AITools.}
}
APA Style
mradermacher. (2025). Gemma 3n E4b It Absolute Heresy Gguf [Model]. Free2AITools. https://huggingface.co/mradermacher/gemma-3n-E4B-it-absolute-heresy-GGUF

πŸ”¬Technical Deep Dive

Full Specifications [+]

Quick Commands

πŸ¦™ Ollama Run
ollama run gemma-3n-e4b-it-absolute-heresy-gguf
πŸ€— HF Download
huggingface-cli download mradermacher/gemma-3n-e4b-it-absolute-heresy-gguf
πŸ“¦ Install Lib
pip install -U transformers

βš–οΈ Free2AITools Nexus Index V2.0

Methodology How FNI works
Semantic (S) 50

Query-time baseline · scored live at search

Authority (A) 39
Popularity (P) 31
Recency (R) 55
Quality (Q) 65

πŸ’¬ Index Insight

FNI V2.0 for Gemma 3n E4b It Absolute Heresy Gguf: Authority (A:39), Popularity (P:31), Recency (R:55), Quality (Q:65). 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
---

πŸš€ What's Next?

πŸ“Š

Models in this category

Browse models in the same category

⚑

Deployment reference

Understand deployment options

Technical Deep Dive

⚠️ 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 β†’

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.

Social Proof

HuggingFace Hub
2.0KDownloads
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--mradermacher--gemma-3n-e4b-it-absolute-heresy-gguf
slug
mradermacher--gemma-3n-e4b-it-absolute-heresy-gguf
source
huggingface
author
mradermacher
license
Gemma
tags
transformers, gguf, automatic-speech-recognition, automatic-speech-translation, audio-text-to-text, video-text-to-text, heretic, en, license:gemma, endpoints_compatible, region:us, conversational

βš™οΈ Technical Specs

params billions
4
context length
4,096
pipeline tag
automatic-speech-recognition
vram gb
4.3
vram is estimated
true
vram formula
VRAM β‰ˆ (params * 0.75) + 0.8GB (KV) + 0.5GB (OS)

πŸ“Š Engagement & Metrics

downloads
1,958
stars
0
forks
0

Data indexed from public sources. Updated daily.