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Hothun Stheno 3.2 V1.3 I1 Gguf model by mradermacher
⭐ 39.8
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Model

Hothun Stheno 3.2 V1.3 I1 Gguf

by mradermacher mradermacher/hothun-stheno-3.2-v1.3-i1-gguf
Free2AITools Nexus Index
39.8
S: Semantic 50

Query-time baseline · scored live at search

A: Authority 0
P: Popularity 40
R: Recency 88
Q: Quality 30
Tech Context
Vital Performance
5.5K DL / 30D
Source β†’

Technical Constraints

Experimental / High Latency
Low FNI signal 39.8 FNI Score
Tiny - Params
- Context
5.5K Downloads
Restricted CC License
Model Information Summary
Entity Passport
Registry ID mradermacher/hothun-stheno-3.2-v1.3-i1-gguf
License CC-BY-NC-4.0
Provider huggingface
πŸ“œ

Cite this model

Academic & Research Attribution

BibTeX 
@misc{mradermacher_hothun_stheno_3_2_v1_3_i1_gguf,
  author = {mradermacher},
  title = {Hothun Stheno 3.2 V1.3 I1 Gguf Model},
  year = {2026},
  howpublished = {\url{https://huggingface.co/mradermacher/HOTHUN-Stheno-3.2-v1.3-i1-GGUF}},
  note = {Accessed via Free2AITools.}
}
APA Style
mradermacher. (2026). Hothun Stheno 3.2 V1.3 I1 Gguf [Model]. Free2AITools. https://huggingface.co/mradermacher/HOTHUN-Stheno-3.2-v1.3-i1-GGUF

πŸ”¬Technical Deep Dive

Full Specifications [+]

Quick Commands

πŸ€— HF Download
huggingface-cli download mradermacher/hothun-stheno-3.2-v1.3-i1-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) 0
Popularity (P) 40
Recency (R) 88
Quality (Q) 30

πŸ’¬ Index Insight

FNI V2.0 for Hothun Stheno 3.2 V1.3 I1 Gguf: Authority (A:0), Popularity (P:40), Recency (R:88), Quality (Q:30). 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.

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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
5.5KDownloads
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--hothun-stheno-3.2-v1.3-i1-gguf
slug
mradermacher--hothun-stheno-3.2-v1.3-i1-gguf
source
huggingface
author
mradermacher
license
CC-BY-NC-4.0
tags
transformers, gguf, not-for-all-audiences, hu, base_model:mykee/hothun-stheno-3.2-v1.3, base_model:quantized:mykee/hothun-stheno-3.2-v1.3, license:cc-by-nc-4.0, endpoints_compatible, region:us, imatrix, conversational

βš™οΈ Technical Specs

architecture
null
params billions
null
context length
null
pipeline tag

πŸ“Š Engagement & Metrics

downloads
5,500
stars
0
forks
0

Data indexed from public sources. Updated daily.