🧠
Devstral Small 2507 Gguf model by unsloth
⭐ 37.8
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Model

Devstral Small 2507 Gguf

by unsloth unsloth/devstral-small-2507-gguf
Free2AITools Nexus Index
37.8
S: Semantic 50

Query-time baseline · scored live at search

A: Authority 52
P: Popularity 39
R: Recency 68
Q: Quality 50
Tech Context
32.768K Ctx
Vital Performance
5.4K DL / 30D
Source β†’

Technical Constraints

Experimental / High Latency
Low FNI signal 37.8 FNI Score
Tiny - Params
32k Context
5.4K Downloads
Dense MISTRAL3FORCONDITIONALGENERATION Architecture
Commercial APACHE License
Model Information Summary
Entity Passport
Registry ID unsloth/devstral-small-2507-gguf
License Apache-2.0
Provider huggingface
πŸ“œ

Cite this model

Academic & Research Attribution

BibTeX 
@misc{unsloth_devstral_small_2507_gguf,
  author = {unsloth},
  title = {Devstral Small 2507 Gguf Model},
  year = {2026},
  howpublished = {\url{https://huggingface.co/unsloth/Devstral-Small-2507-GGUF}},
  note = {Accessed via Free2AITools.}
}
APA Style
unsloth. (2026). Devstral Small 2507 Gguf [Model]. Free2AITools. https://huggingface.co/unsloth/Devstral-Small-2507-GGUF

πŸ”¬Technical Deep Dive

Full Specifications [+]

Quick Commands

πŸ€— HF Download
huggingface-cli download unsloth/devstral-small-2507-gguf

βš–οΈ Free2AITools Nexus Index V2.0

Methodology How FNI works
Semantic (S) 50

Query-time baseline · scored live at search

Authority (A) 52
Popularity (P) 39
Recency (R) 68
Quality (Q) 50

πŸ’¬ Index Insight

FNI V2.0 for Devstral Small 2507 Gguf: Authority (A:52), Popularity (P:39), Recency (R:68), 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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⚠️ 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.

Social Proof

HuggingFace Hub
5.4KDownloads
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--unsloth--devstral-small-2507-gguf
slug
unsloth--devstral-small-2507-gguf
source
huggingface
author
unsloth
license
Apache-2.0
tags
vllm, gguf, mistral3, en, fr, de, es, pt, it, ja, ko, ru, zh, ar, fa, id, ms, ne, pl, ro, sr, sv, tr, uk, vi, hi, bn, base_model:mistralai/devstral-small-2507, license:apache-2.0, region:us, conversational

βš™οΈ Technical Specs

architecture
Mistral3ForConditionalGeneration
params billions
null
context length
32,768
pipeline tag

πŸ“Š Engagement & Metrics

downloads
5,373
stars
0
forks
0

Data indexed from public sources. Updated daily.