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Bina 0.1 Koochik Coreml model by Reza2kn
⭐ 45.1
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Model

Bina 0.1 Koochik Coreml

by Reza2kn reza2kn/bina-0.1-koochik-coreml
Free2AITools Nexus Index
45.1
S: Semantic 50

Query-time baseline · scored live at search

A: Authority 0
P: Popularity 4
R: Recency 95
Q: Quality 50
Tech Context
1.024K Ctx
Vital Performance
36 DL / 30D
Source β†’

Technical Constraints

Experimental / High Latency
Low FNI signal 45.1 FNI Score
Tiny - Params
1k Context
36 Downloads
Restricted OPENRAIL License
Model Information Summary
Entity Passport
Registry ID reza2kn/bina-0.1-koochik-coreml
License OpenRAIL
Provider huggingface
πŸ“œ

Cite this model

Academic & Research Attribution

BibTeX 
@misc{reza2kn_bina_0_1_koochik_coreml,
  author = {Reza2kn},
  title = {Bina 0.1 Koochik Coreml Model},
  year = {2026},
  howpublished = {\url{https://huggingface.co/Reza2kn/Bina-0.1-Koochik-CoreML}},
  note = {Accessed via Free2AITools.}
}
APA Style
Reza2kn. (2026). Bina 0.1 Koochik Coreml [Model]. Free2AITools. https://huggingface.co/Reza2kn/Bina-0.1-Koochik-CoreML

πŸ”¬Technical Deep Dive

Full Specifications [+]

Quick Commands

πŸ€— HF Download
huggingface-cli download reza2kn/bina-0.1-koochik-coreml

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) 4
Recency (R) 95
Quality (Q) 50

πŸ’¬ Index Insight

FNI V2.0 for Bina 0.1 Koochik Coreml: Authority (A:0), Popularity (P:4), Recency (R:95), 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
36Downloads
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--reza2kn--bina-0.1-koochik-coreml
slug
reza2kn--bina-0.1-koochik-coreml
source
huggingface
author
Reza2kn
license
OpenRAIL
tags
coreml, apple-silicon, ocr, persian, qwen3_5, surya-ocr, image-to-text, base_model:reza2kn/bina-0.1-koochik, base_model:quantized:reza2kn/bina-0.1-koochik, license:openrail, region:us

βš™οΈ Technical Specs

context length
1,024
pipeline tag
image-to-text

πŸ“Š Engagement & Metrics

downloads
36

Data indexed from public sources. Updated daily.