🧠
Openmed Pii Italian Biomedelectra Base 110m V1 Mlx model by OpenMed
⭐ 37.5
🧠
Model

Openmed Pii Italian Biomedelectra Base 110m V1 Mlx

by OpenMed hf-model--openmed--openmed-pii-italian-biomedelectra-base-110m-v1-mlx
Nexus Index
37.5 Top 100%
S: Semantic 50
A: Authority 0
P: Popularity 2
R: Recency 97
Q: Quality 50
Tech Context
Vital Performance
19 DL / 30D
0.0%
Source →
Audited 37.5 FNI Score
Tiny - Params
- Context
19 Downloads
Commercial APACHE License
Model Information Summary
Entity Passport
Registry ID hf-model--openmed--openmed-pii-italian-biomedelectra-base-110m-v1-mlx
License Apache-2.0
Provider huggingface
📜

Cite this model

Academic & Research Attribution

BibTeX 
@misc{hf_model__openmed__openmed_pii_italian_biomedelectra_base_110m_v1_mlx,
  author = {OpenMed},
  title = {Openmed Pii Italian Biomedelectra Base 110m V1 Mlx Model},
  year = {2026},
  howpublished = {\url{https://huggingface.co/openmed/openmed-pii-italian-biomedelectra-base-110m-v1-mlx}},
  note = {Accessed via Free2AITools Knowledge Fortress}
}
APA Style
OpenMed. (2026). Openmed Pii Italian Biomedelectra Base 110m V1 Mlx [Model]. Free2AITools. https://huggingface.co/openmed/openmed-pii-italian-biomedelectra-base-110m-v1-mlx

đŸ”ŦTechnical Deep Dive

Full Specifications [+]

Quick Commands

🤗 HF Download
huggingface-cli download openmed/openmed-pii-italian-biomedelectra-base-110m-v1-mlx

⚖ī¸ Nexus Index V2.0

Methodology Index Protocol
37.5
TOP 100% SYSTEM IMPACT
Semantic (S) 50
Authority (A) 0
Popularity (P) 2
Recency (R) 97
Quality (Q) 50

đŸ’Ŧ Index Insight

FNI V2.0 for Openmed Pii Italian Biomedelectra Base 110m V1 Mlx: Semantic (S:50), Authority (A:0), Popularity (P:2), Recency (R:97), Quality (Q:50).

Free2AITools Nexus Index

Verification Authority

HuggingFace API GitHub Metadata Arxiv Citation DB System Audit
Unbiased Data Node Refresh: VFS Live
---

🚀 What's Next?

📊

Find Training Datasets

Discover datasets compatible with this model

📈

Compare Benchmarks

See how this model ranks on standard tests

⚡

Deployment Guide

Understand deployment options

Technical Deep Dive

⚠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.

View Original Source →

📝 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

HuggingFace Hub
19Downloads
Hub Discussions
🤗 Data Source: Hugging Face ↗
🔄 Daily sync (03:00 UTC)

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

📊 FNI Methodology 📚 Knowledge Baseℹī¸ Verify with original source

🛡ī¸ Model Transparency Report

Technical metadata sourced from upstream repositories.

Open Metadata

🆔 Identity & Source

id
hf-model--openmed--openmed-pii-italian-biomedelectra-base-110m-v1-mlx
slug
openmed--openmed-pii-italian-biomedelectra-base-110m-v1-mlx
source
huggingface
author
OpenMed
license
Apache-2.0
tags
openmed, bert, mlx, apple-silicon, token-classification, pii, de-identification, medical, clinical, license:apache-2.0, region:us

⚙ī¸ Technical Specs

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

📊 Engagement & Metrics

downloads
19
stars
0
forks
0

Data indexed from public sources. Updated daily.