🧠
550K Spotify Songs: Audio, Lyrics & Genres model by serkantysz
⭐ 33.3
🧠
Model

550K Spotify Songs: Audio, Lyrics & Genres

by serkantysz hf-dataset--serkantysz--550k-spotify-songs-audio-lyrics-and-genres
Nexus Index
33.3 Top 100%
S: Semantic 50
A: Authority 0
P: Popularity 55
R: Recency 56
Q: Quality 30
Tech Context
563.2K Ctx
Vital Performance
2.4K DL / 30D
0.0%
Audited 33.3 FNI Score
Tiny - Params
Long 550k Context
2.4K Downloads
Restricted CC BY License
Model Information Summary
Entity Passport
Registry ID hf-dataset--serkantysz--550k-spotify-songs-audio-lyrics-and-genres
License CC BY-NC-SA 4.0
Provider kaggle
📜

Cite this model

Academic & Research Attribution

BibTeX 
@misc{hf_dataset__serkantysz__550k_spotify_songs_audio_lyrics_and_genres,
  author = {serkantysz},
  title = {550K Spotify Songs: Audio, Lyrics & Genres Model},
  year = {2026},
  howpublished = {\url{https://free2aitools.com/model/hf-dataset--serkantysz--550k-spotify-songs-audio-lyrics-and-genres}},
  note = {Accessed via Free2AITools Knowledge Fortress}
}
APA Style
serkantysz. (2026). 550K Spotify Songs: Audio, Lyrics & Genres [Model]. Free2AITools. https://free2aitools.com/model/hf-dataset--serkantysz--550k-spotify-songs-audio-lyrics-and-genres

đŸ”ŦTechnical Deep Dive

Full Specifications [+]

Quick Commands

🤗 HF Download
huggingface-cli download serkantysz/550k-spotify-songs-audio-lyrics-and-genres
đŸ“Ļ Install Lib
pip install -U transformers

⚖ī¸ Nexus Index V2.0

Methodology Index Protocol
33.3
TOP 100% SYSTEM IMPACT
Semantic (S) 50
Authority (A) 0
Popularity (P) 55
Recency (R) 56
Quality (Q) 30

đŸ’Ŧ Index Insight

FNI V2.0 for 550K Spotify Songs: Audio, Lyrics & Genres: Semantic (S:50), Authority (A:0), Popularity (P:55), Recency (R:56), Quality (Q:30).

Free2AITools Nexus Index

Verification Authority

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

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Technical Deep Dive

Enhanced Music Dataset with Audio Features, Lyrics, Genres & Artist Metadata

⚠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.

📝 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
2.4KDownloads
📊 Data Source: Kaggle ↗
🔄 Daily sync (03:00 UTC)

AI Summary: Based on Kaggle 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-dataset--serkantysz--550k-spotify-songs-audio-lyrics-and-genres
slug
serkantysz--550k-spotify-songs-audio-lyrics-and-genres
source
kaggle
author
serkantysz
license
CC BY-NC-SA 4.0
tags
[object Object], [object Object], [object Object], [object Object], [object Object], [object Object], [object Object], [object Object], [object Object], [object Object], [object Object], [object Object], [object Object], [object Object], [object Object], [object Object], [object Object], [object Object], [object Object], [object Object], [object Object], [object Object], [object Object], [object Object], [object Object], [object Object], [object Object], [object Object], [object Object], [object

⚙ī¸ Technical Specs

architecture
null
params billions
null
context length
563,200
pipeline tag

📊 Engagement & Metrics

downloads
2,367
stars
43
forks
0

Data indexed from public sources. Updated daily.