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predator-premium
iservice/predator-premium
predator-premium is a machine learning model from iservice. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
50K+ curated high-quality research entries across biomedical, AI, and finance
Access
Public
Updated Sep 11, 2026
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.csv3.9 MB · 100%
At a glance
- Access
- Public
- Created
- Sep 11, 2026
- Updated
- Sep 11, 2026
- SHA
- 1a724880
Model card
From the Hugging Face model README
PREDATOR Premium Dataset
50K+ curated high-quality research entries across biomedical, AI, and finance
Premium curated dataset combining the best entries from PubMed/EuropePMC, arXiv, and financial sources. All entries are high or medium quality with commercial value scores. Ideal for fine-tuning research agents and building domain-specific LLMs.
Fields
| Column | Description |
|---|---|
id | DOI, PMID, or paper identifier |
title | Title or abstract summary |
source | Original source (EuropePMC, arXiv, DataGov) |
domain | Domain (biomedical, ai, finance) |
commercial_value | Commercial viability score (0-1) |
monetization_score | Revenue potential score (0-2) |
quality | Quality tier: high, medium, low |
Usage
import pandas as pd
df = pd.read_csv("data.csv")
high_quality = df[df["quality"].isin(["high", "medium"])]
print(f"Premium entries: {len(high_quality)}")
License
CC BY 4.0 — Free for commercial use with attribution.
x402 API
$0.02 USDC/query — Base chain, x402 protocol. 4 datasets available: biomed, finance, ai, nlp
Contact
PREDATOR Data Platform — [email protected]
- Languages
- en
- Created
- Sep 11, 2026
- Updated
- Sep 11, 2026