πŸ“Š
ModelGate dataset by AaryanK
⭐ 36.6
πŸ“Š
Dataset

ModelGate

by AaryanK aaryank/modelgate
Free2AITools Nexus Index
36.6
S: Semantic 50

Query-time baseline · scored live at search

A: Authority 39
P: Popularity 8
R: Recency 40
Q: Quality 50
Tech Context
Vital Performance —
Source β†’
Data Integrity 36.6 FNI Score
- Size
- Rows
- Tokens
Dataset Information Summary
Entity Passport
Registry ID aaryank/modelgate
License MIT
Provider huggingface
πŸ“œ

Cite this dataset

Academic & Research Attribution

BibTeX 
@misc{hf_dataset_aaryank_modelgate,
  author = {AaryanK},
  title = {ModelGate Dataset},
  year = {2026},
  howpublished = {\url{https://huggingface.co/AaryanK/ModelGate}},
  note = {Accessed via Free2AITools.}
}
APA Style
AaryanK. (2026). ModelGate [Dataset]. Free2AITools. https://huggingface.co/AaryanK/ModelGate

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) 39
Popularity (P) 8
Recency (R) 40
Quality (Q) 50

πŸ’¬ Index Insight

FNI V2.0 for ModelGate: Authority (A:39), Popularity (P:8), Recency (R:40), 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
⬇️
Downloads
101

🎯 Task Categories

chat

πŸ‘οΈ Data Preview

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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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Schema not yet indexed for this dataset.

Dataset Specification

No documentation available for this entry.

Social Proof

HuggingFace Hub
101Downloads
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--aaryank--modelgate
slug
aaryank--modelgate
source
huggingface
author
AaryanK
license
MIT
tags
llama-cpp-python, safetensors, gguf, routing, grpo, reinforcement-learning, lora, unsloth, trl, qwen2, llama-cpp, contract-aware, cost-optimization, query-classification, text-classification, en, dataset:custom, base_model:katanemo/arch-router-1.5b, base_model:adapter:katanemo/arch-router-1.5b, license:apache-2.0, model-index, endpoints_compatible, region:us, conversational, license:mit

βš™οΈ Technical Specs

pipeline tag
text-classification

πŸ“Š Engagement & Metrics

downloads
101
stars
0
forks
0

Data indexed from public sources. Updated daily.