🧠
Magistral Small 2507 Rebased Vision I1 Gguf model by mradermacher
⭐ 35.5
🧠
Model

Magistral Small 2507 Rebased Vision I1 Gguf

by mradermacher hf-model--mradermacher--magistral-small-2507-rebased-vision-i1-gguf
Nexus Index
35.5 Top 100%
S: Semantic 50
A: Authority 0
P: Popularity 5
R: Recency 98
Q: Quality 30
Tech Context
Vital Performance
45 DL / 30D
0.0%
Source →
Audited 35.5 FNI Score
Tiny - Params
- Context
45 Downloads
Commercial APACHE License
Model Information Summary
Entity Passport
Registry ID hf-model--mradermacher--magistral-small-2507-rebased-vision-i1-gguf
License Apache-2.0
Provider huggingface
📜

Cite this model

Academic & Research Attribution

BibTeX 
@misc{hf_model__mradermacher__magistral_small_2507_rebased_vision_i1_gguf,
  author = {mradermacher},
  title = {Magistral Small 2507 Rebased Vision I1 Gguf Model},
  year = {2026},
  howpublished = {\url{https://huggingface.co/mradermacher/magistral-small-2507-rebased-vision-i1-gguf}},
  note = {Accessed via Free2AITools Knowledge Fortress}
}
APA Style
mradermacher. (2026). Magistral Small 2507 Rebased Vision I1 Gguf [Model]. Free2AITools. https://huggingface.co/mradermacher/magistral-small-2507-rebased-vision-i1-gguf

đŸ”ŦTechnical Deep Dive

Full Specifications [+]

Quick Commands

🤗 HF Download
huggingface-cli download mradermacher/magistral-small-2507-rebased-vision-i1-gguf
đŸ“Ļ Install Lib
pip install -U transformers

⚖ī¸ Nexus Index V2.0

Methodology Index Protocol
35.5
TOP 100% SYSTEM IMPACT
Semantic (S) 50
Authority (A) 0
Popularity (P) 5
Recency (R) 98
Quality (Q) 30

đŸ’Ŧ Index Insight

FNI V2.0 for Magistral Small 2507 Rebased Vision I1 Gguf: Semantic (S:50), Authority (A:0), Popularity (P:5), Recency (R:98), Quality (Q:30).

Free2AITools Nexus Index

Verification Authority

HuggingFace API GitHub Metadata Arxiv Citation DB System Audit
Unbiased Data Node Refresh: VFS Live
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⚠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.

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📝 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.

Social Proof

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45Downloads
Hub Discussions
🤗 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--mradermacher--magistral-small-2507-rebased-vision-i1-gguf
slug
mradermacher--magistral-small-2507-rebased-vision-i1-gguf
source
huggingface
author
mradermacher
license
Apache-2.0
tags
transformers, gguf, mistral, vision, reasoning, en, fr, de, es, pt, it, ja, ko, ru, zh, ar, fa, id, ms, ne, pl, ro, sr, sv, tr, uk, vi, hi, bn, license:apache-2.0, endpoints_compatible, region:us, imatrix, conversational

⚙ī¸ Technical Specs

architecture
null
params billions
null
context length
null
pipeline tag

📊 Engagement & Metrics

downloads
45
stars
0
forks
0

Data indexed from public sources. Updated daily.