πŸ“Š
Beit Geometric Shapes Base dataset by 0 Ma
⭐ 26.6
πŸ“Š
Dataset

Beit Geometric Shapes Base

by 0 Ma 0-ma/beit-geometric-shapes-base
Free2AITools Nexus Index
26.6
S: Semantic 50

Query-time baseline · scored live at search

A: Authority 29
P: Popularity 2
R: Recency 9
Q: Quality 65
Tech Context
Vital Performance —
Source β†’
Data Integrity 26.6 FNI Score
- Size
- Rows
- Tokens
Dataset Information Summary
Entity Passport
Registry ID 0-ma/beit-geometric-shapes-base
License Apache-2.0
Provider huggingface
πŸ“œ

Cite this dataset

Academic & Research Attribution

BibTeX 
@misc{hf_dataset_0_ma_beit_geometric_shapes_base,
  author = {0 Ma},
  title = {Beit Geometric Shapes Base Dataset},
  year = {2026},
  howpublished = {\url{https://huggingface.co/0-ma/beit-geometric-shapes-base}},
  note = {Accessed via Free2AITools.}
}
APA Style
0 Ma. (2026). Beit Geometric Shapes Base [Dataset]. Free2AITools. https://huggingface.co/0-ma/beit-geometric-shapes-base

πŸ”¬Technical Deep Dive

Full Specifications [+]

βš–οΈ Free2AITools Nexus Index V2.0

Methodology How FNI works
Semantic (S) 50

Query-time baseline · scored live at search

Authority (A) 29
Popularity (P) 2
Recency (R) 9
Quality (Q) 65

πŸ’¬ Index Insight

FNI V2.0 for Beit Geometric Shapes Base: Authority (A:29), Popularity (P:2), Recency (R:9), 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
⬇️
Downloads
18

🎯 Task Categories

vision

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Schema structure is shown in the Field Logic panel when available.

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🧬 Field Logic

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Dataset Specification

No documentation available for this entry.

Social Proof

HuggingFace Hub
18Downloads
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 Dataset Transparency Report

Technical metadata sourced from upstream repositories.

Open Metadata

πŸ†” Identity & Source

id
hf-dataset--0-ma--beit-geometric-shapes-base
slug
0-ma--beit-geometric-shapes-base
source
huggingface
author
0 Ma
license
Apache-2.0
tags
safetensors, beit, image-classification, dataset:0-ma/geometric-shapes, license:apache-2.0, region:us

βš™οΈ Technical Specs

architecture
BeitForImageClassification
params billions
0.09
context length
4,096
pipeline tag
image-classification

πŸ“Š Engagement & Metrics

downloads
18
stars
0
forks
0

Data indexed from public sources. Updated daily.