🧠
Rupunct Small Onnx model by ekhodzitsky
⭐ 37.5
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Model

Rupunct Small Onnx

by ekhodzitsky ekhodzitsky/rupunct-small-onnx
Free2AITools Nexus Index
37.5
S: Semantic 50

Query-time baseline · scored live at search

A: Authority 0
P: Popularity 8
R: Recency 85
Q: Quality 50
Tech Context
512 Ctx
Vital Performance
90 DL / 30D
Source β†’

Technical Constraints

Experimental / High Latency
Low FNI signal 37.5 FNI Score
Tiny - Params
1k Context
90 Downloads
Dense BERTFORTOKENCLASSIFICATION Architecture
Commercial MIT License
Model Information Summary
Entity Passport
Registry ID ekhodzitsky/rupunct-small-onnx
License MIT
Provider huggingface
πŸ“œ

Cite this model

Academic & Research Attribution

BibTeX 
@misc{ekhodzitsky_rupunct_small_onnx,
  author = {ekhodzitsky},
  title = {Rupunct Small Onnx Model},
  year = {2026},
  howpublished = {\url{https://huggingface.co/ekhodzitsky/rupunct-small-onnx}},
  note = {Accessed via Free2AITools.}
}
APA Style
ekhodzitsky. (2026). Rupunct Small Onnx [Model]. Free2AITools. https://huggingface.co/ekhodzitsky/rupunct-small-onnx

πŸ”¬Technical Deep Dive

Full Specifications [+]

Quick Commands

πŸ€— HF Download
huggingface-cli download ekhodzitsky/rupunct-small-onnx

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) 8
Recency (R) 85
Quality (Q) 50

πŸ’¬ Index Insight

FNI V2.0 for Rupunct Small Onnx: Authority (A:0), Popularity (P:8), Recency (R:85), 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.

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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.

Social Proof

HuggingFace Hub
90Downloads
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--ekhodzitsky--rupunct-small-onnx
slug
ekhodzitsky--rupunct-small-onnx
source
huggingface
author
ekhodzitsky
license
MIT
tags
onnxruntime, onnx, bert, punctuation, capitalization, russian, token-classification, ru, base_model:rupunct/rupunct_small, base_model:quantized:rupunct/rupunct_small, license:mit, region:us

βš™οΈ Technical Specs

architecture
BertForTokenClassification
context length
512
pipeline tag
token-classification

πŸ“Š Engagement & Metrics

downloads
90

Data indexed from public sources. Updated daily.