🧠
Satellite Instrument Bert Ner model by M Lin20
⭐ 23.7
🧠
Model

Satellite Instrument Bert Ner

by M Lin20 hf-model--m-lin20--satellite-instrument-bert-ner
Nexus Index
23.7 Top 100%
S: Semantic 50
A: Authority 0
P: Popularity 0
R: Recency 7
Q: Quality 50
Tech Context
Vital Performance
3 DL / 30D
0.0%
Source →
Audited 23.7 FNI Score
Tiny - Params
- Context
3 Downloads
Model Information Summary
Entity Passport
Registry ID hf-model--m-lin20--satellite-instrument-bert-ner
Provider huggingface
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Cite this model

Academic & Research Attribution

BibTeX 
@misc{hf_model__m_lin20__satellite_instrument_bert_ner,
  author = {M Lin20},
  title = {Satellite Instrument Bert Ner Model},
  year = {2026},
  howpublished = {\url{https://huggingface.co/m-lin20/satellite-instrument-bert-ner}},
  note = {Accessed via Free2AITools Knowledge Fortress}
}
APA Style
M Lin20. (2026). Satellite Instrument Bert Ner [Model]. Free2AITools. https://huggingface.co/m-lin20/satellite-instrument-bert-ner

đŸ”ŦTechnical Deep Dive

Full Specifications [+]

Quick Commands

🤗 HF Download
huggingface-cli download m-lin20/satellite-instrument-bert-ner
đŸ“Ļ Install Lib
pip install -U transformers

⚖ī¸ Nexus Index V2.0

Methodology Index Protocol
23.7
TOP 100% SYSTEM IMPACT
Semantic (S) 50
Authority (A) 0
Popularity (P) 0
Recency (R) 7
Quality (Q) 50

đŸ’Ŧ Index Insight

FNI V2.0 for Satellite Instrument Bert Ner: Semantic (S:50), Authority (A:0), Popularity (P:0), Recency (R:7), Quality (Q:50).

Free2AITools Nexus Index

Verification Authority

HuggingFace API GitHub Metadata Arxiv Citation DB System Audit
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Deployment Guide

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Technical Deep Dive

satellite-instrument-bert-NER

For details, please visit the GitHub link.

Citation

Our paper has been published in the International Journal of Digital Earth :

bibtex 
@article{lin2022satellite,
  title={Satellite and instrument entity recognition using a pre-trained language model with distant supervision},
  author={Lin, Ming and Jin, Meng and Liu, Yufu and Bai, Yuqi},
  journal={International Journal of Digital Earth},
  volume={15},
  number={1},
  pages={1290--1304},
  year={2022},
  publisher={Taylor \& Francis}
}

⚠ī¸ 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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📝 Limitations & Considerations

  • â€ĸ Benchmark scores may vary based on evaluation methodology and hardware configuration.
  • â€ĸ VRAM requirements are estimates; actual usage depends on quantization and batch size.
  • â€ĸ FNI scores are relative rankings and may change as new models are added.
  • ⚠ License Unknown: Verify licensing terms before commercial use.

Social Proof

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AI Summary: Based on Hugging Face metadata. Not a recommendation.

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🛡ī¸ Model Transparency Report

Technical metadata sourced from upstream repositories.

Open Metadata

🆔 Identity & Source

id
hf-model--m-lin20--satellite-instrument-bert-ner
slug
m-lin20--satellite-instrument-bert-ner
source
huggingface
author
M Lin20
license
tags
transformers, pytorch, bert, token-classification, pt, endpoints_compatible, region:us

⚙ī¸ Technical Specs

architecture
null
params billions
null
context length
null
pipeline tag
token-classification

📊 Engagement & Metrics

downloads
3
stars
0
forks
0

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