datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
turkish-pii-masking-benchmark
Turkish PII Masking Benchmark (1,000 test cases)
A hand-built, fully synthetic benchmark for evaluating instruction-conditional PII masking
in Turkish. Designed to stress-test small LLMs (0.3B-1B) fine-tuned for privacy filtering in
banking/ERP user messages. All values are synthetic (no real persons); all sentence patterns
were written specifically for this benchmark (no training-set overlap).
Task
Given instruction (the masking policy) and input, the model must… See the full description on the dataset page: https://huggingface.co/datasets/cagrigungor/turkish-pii-masking-benchmark.boundary-masking-instability-benchmark-v0.1Boundary Masking Instability Benchmark v0.1
Overview
Many systems fail not because instability is visible but because instability is masked by apparently stable surface indicators.
This benchmark evaluates whether machine learning systems can detect collapse risk when instability boundaries are hidden behind misleading surface signals.
Surface indicators may appear stable while the system is already close to a failure boundary.
This occurs in many domains
financial liquidity collapse… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/boundary-masking-instability-benchmark-v0.1.prompt-optimization-pii-masking-2k
🚀 Hugging Face Dataset Plan: PROMPT_OPTIMIZATION & PII_MASKING
This dataset focuses on two core areas critical for modern enterprise applications: Prompt Engineering (Token/Jargon Efficiency) and Sensitive Data Management (PII Masking).
1. Dataset Title (Repository Name)
Hugging Face titles should be short, descriptive, and task-oriented. Using an English, jargon-rich name is recommended to target the international NLP/LLM community.
Category
Suggestions… See the full description on the dataset page: https://huggingface.co/datasets/touching-machines/prompt-optimization-pii-masking-2k.pii-masking