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Aden Mac Cf model by Mjf Su
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Model

Aden Mac Cf

by Mjf Su mjf-su/aden-mac-cf
Free2AITools Nexus Index
39.0
S: Semantic 50

Query-time baseline · scored live at search

A: Authority 0
P: Popularity 0
R: Recency 80
Q: Quality 65
Tech Context
4.44 Params
32.768K Ctx
Vital Performance —
Source β†’

Technical Constraints

Experimental / High Latency
Low FNI signal 39 FNI Score
4.44B Params
32k Context
0 Downloads
8G GPU ~6GB Est. VRAM
Dense QWEN3VLFORCONDITIONALGENERATION Architecture
Model Information Summary
Entity Passport
Registry ID mjf-su/aden-mac-cf
Provider huggingface
πŸ’Ύ

Compute Threshold

~5.8GB VRAM

Interactive
Estimate fit
β–Ό

* Static estimation for 4-Bit Quantization.

πŸ“œ

Cite this model

Academic & Research Attribution

BibTeX 
@misc{mjf_su_aden_mac_cf,
  author = {Mjf Su},
  title = {Aden Mac Cf Model},
  year = {2026},
  howpublished = {\url{https://huggingface.co/mjf-su/ADEn-MAC-CF}},
  note = {Accessed via Free2AITools.}
}
APA Style
Mjf Su. (2026). Aden Mac Cf [Model]. Free2AITools. https://huggingface.co/mjf-su/ADEn-MAC-CF

πŸ”¬Technical Deep Dive

Full Specifications [+]

Quick Commands

πŸ¦™ Ollama Run
ollama run aden-mac-cf
πŸ€— HF Download
huggingface-cli download mjf-su/aden-mac-cf
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) 0
Popularity (P) 0
Recency (R) 80
Quality (Q) 65

πŸ’¬ Index Insight

FNI V2.0 for Aden Mac Cf: Authority (A:0), Popularity (P:0), Recency (R:80), 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
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⚠️ 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.
  • ⚠ License Unknown: Verify licensing terms before commercial use.
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--mjf-su--aden-mac-cf
slug
mjf-su--aden-mac-cf
source
huggingface
author
Mjf Su
license
tags
transformers, safetensors, qwen3_vl, image-text-to-text, generated_from_trainer, trl, grpo, conversational, arxiv:2402.03300, endpoints_compatible, region:us

βš™οΈ Technical Specs

architecture
Qwen3VLForConditionalGeneration
params billions
4.44
context length
32,768
pipeline tag
image-text-to-text
vram gb
5.8
vram is estimated
true
vram formula
VRAM β‰ˆ (params * 0.75) + 2GB (KV) + 0.5GB (OS)

πŸ“Š Engagement & Metrics

downloads
0
stars
null
forks
null

Data indexed from public sources. Updated daily.