datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
pii-masking-300k
👉 Looking for the newest release? The current flagship is ai4privacy/pii-masking-openpii-1.5m. 1.6M samples, 30 languages, 19 PII classes, Asia Pacific extension.?** The current flagship is ai4privacy/pii-masking-openpii-1m. 1.4M samples, 23 languages, 19 PII classes.
Purpose and Features
🌍 World's largest open dataset for privacy masking 🌎
The dataset is useful to train and evaluate models to remove personally identifiable and sensitive information from text, especially in… See the full description on the dataset page: https://huggingface.co/datasets/ai4privacy/pii-masking-300k.pii-masking-200k
👉 Looking for the newest release? The current flagship is ai4privacy/pii-masking-openpii-1.5m. 1.6M samples, 30 languages, 19 PII classes, Asia Pacific extension.?** The current flagship is ai4privacy/pii-masking-openpii-1m. 1.4M samples, 23 languages, 19 PII classes.
Ai4Privacy Community
Join our community at https://discord.gg/FmzWshaaQT to help build open datasets for privacy masking.
Purpose and Features
Previous world's largest open dataset for privacy.… See the full description on the dataset page: https://huggingface.co/datasets/ai4privacy/pii-masking-200k.pii-masking-400k
👉 Looking for the newest release? The current flagship is ai4privacy/pii-masking-openpii-1.5m. 1.6M samples, 30 languages, 19 PII classes, Asia Pacific extension.?** The current flagship is ai4privacy/pii-masking-openpii-1m. 1.4M samples, 23 languages, 19 PII classes.
Purpose and Features
🌍 World's largest open dataset for privacy masking 🌎
The dataset is useful to train and evaluate models to remove personally identifiable and sensitive information from text, especially in… See the full description on the dataset page: https://huggingface.co/datasets/ai4privacy/pii-masking-400k.open-pii-masking-500k-ai4privacy
👉 Looking for the newest release? The current flagship is ai4privacy/pii-masking-openpii-1.5m. 1.6M samples, 30 languages, 19 PII classes, Asia Pacific extension.?** The current flagship is ai4privacy/pii-masking-openpii-1m. 1.4M samples, 23 languages, 19 PII classes.
🌍 World's largest open dataset for privacy masking 🌎
The dataset is useful to train and evaluate models to remove personally identifiable and sensitive information from text, especially in the context of AI… See the full description on the dataset page: https://huggingface.co/datasets/ai4privacy/open-pii-masking-500k-ai4privacy.pii-masking-200k
Purpose and Features
World's largest open source privacy dataset.
The purpose of the dataset is to train models to remove personally identifiable information (PII) from text, especially in the context of AI assistants and LLMs.
The example texts have 54 PII classes (types of sensitive data), targeting 229 discussion subjects / use cases split across business, education, psychology and legal fields, and 5 interactions styles (e.g. casual conversation, formal document, emails… See the full description on the dataset page: https://huggingface.co/datasets/Isotonic/pii-masking-200k.pii-masking-200k
👉 Looking for the newest release? The current flagship is ai4privacy/pii-masking-openpii-1.5m. 1.6M samples, 30 languages, 19 PII classes, Asia Pacific extension.?** The current flagship is ai4privacy/pii-masking-openpii-1m. 1.4M samples, 23 languages, 19 PII classes.
Ai4Privacy Community
Join our community at https://discord.gg/FmzWshaaQT to help build open datasets for privacy masking.
Purpose and Features
Previous world's largest open dataset for privacy.… See the full description on the dataset page: https://huggingface.co/datasets/ASR2005Bluesnow/pii-masking-200k.pii-masking-400k
Purpose and Features
🌍 World's largest open dataset for privacy masking 🌎
The dataset is useful to train and evaluate models to remove personally identifiable and sensitive information from text, especially in the context of AI assistants and LLMs.
AI4Privacy Dataset Analytics 📊
Dataset Overview
Total entries: 406,896
Total tokens: 20,564,179
Total PII tokens: 2,357,029
Number of PII classes in public dataset: 17
Number of PII classes in extended dataset:… See the full description on the dataset page: https://huggingface.co/datasets/Ganasekhar/pii-masking-400k.pii-masking-300k
Purpose and Features
🌍 World's largest open dataset for privacy masking 🌎
The dataset is useful to train and evaluate models to remove personally identifiable and sensitive information from text, especially in the context of AI assistants and LLMs.
Key facts:
OpenPII-220k text entries have 27 PII classes (types of sensitive data), targeting 749 discussion subjects / use cases split across education, health, and psychology. FinPII contains an additional ~20 types tailored to… See the full description on the dataset page: https://huggingface.co/datasets/AdamiTitus/pii-masking-300k.pii-masking-200k
Ai4Privacy Community
Join our community at https://discord.gg/FmzWshaaQT to help build open datasets for privacy masking.
Purpose and Features
Previous world's largest open dataset for privacy. Now it is pii-masking-300k
The purpose of the dataset is to train models to remove personally identifiable information (PII) from text, especially in the context of AI assistants and LLMs.
The example texts have 54 PII classes (types of sensitive data), targeting 229 discussion… See the full description on the dataset page: https://huggingface.co/datasets/saad-kw-almutairi/pii-masking-200k.pii-masking-english-1k
Important
This repository contains the English-only subset of the Ai4Privacy PII-Masking-300k Dataset.
The dataset is curated to provide English texts only, while retaining the structure, labeling schema, and licensing of the original dataset.
Licensing
Academic use is encouraged with proper citation provided it follows similar license terms*. Commercial entities should contact us at licensing@ai4privacy.com for licensing inquiries and additional data access.*
Terms… See the full description on the dataset page: https://huggingface.co/datasets/aniket-curlscape/pii-masking-english-1k.pii-masking-300k
👉 Looking for the newest release? The current flagship is ai4privacy/pii-masking-openpii-1.5m. 1.6M samples, 30 languages, 19 PII classes, Asia Pacific extension.?** The current flagship is ai4privacy/pii-masking-openpii-1m. 1.4M samples, 23 languages, 19 PII classes.
Purpose and Features
🌍 World's largest open dataset for privacy masking 🌎
The dataset is useful to train and evaluate models to remove personally identifiable and sensitive information from text, especially in… See the full description on the dataset page: https://huggingface.co/datasets/ppalani09/pii-masking-300k.pii-masking-200k
Ai4Privacy Community
Join our community at https://discord.gg/FmzWshaaQT to help build open datasets for privacy masking.
Purpose and Features
Previous world's largest open dataset for privacy. Now it is pii-masking-300k
The purpose of the dataset is to train models to remove personally identifiable information (PII) from text, especially in the context of AI assistants and LLMs.
The example texts have 54 PII classes (types of sensitive data), targeting 229 discussion… See the full description on the dataset page: https://huggingface.co/datasets/ahczhg/pii-masking-200k.pii-masking-300k
👉 Looking for the newest release? The current flagship is ai4privacy/pii-masking-openpii-1.5m. 1.6M samples, 30 languages, 19 PII classes, Asia Pacific extension.?** The current flagship is ai4privacy/pii-masking-openpii-1m. 1.4M samples, 23 languages, 19 PII classes.
Purpose and Features
🌍 World's largest open dataset for privacy masking 🌎
The dataset is useful to train and evaluate models to remove personally identifiable and sensitive information from text, especially in… See the full description on the dataset page: https://huggingface.co/datasets/rdany9894/pii-masking-300k.pii-masking-english
Important
This repository contains the English-only subset of the Ai4Privacy PII-Masking-300k Dataset.
The dataset is curated to provide English texts only, while retaining the structure, labeling schema, and licensing of the original dataset.
Licensing
Academic use is encouraged with proper citation provided it follows similar license terms*. Commercial entities should contact us at licensing@ai4privacy.com for licensing inquiries and additional data access.*
Terms… See the full description on the dataset page: https://huggingface.co/datasets/aniket-curlscape/pii-masking-english.pii-masking-300k
Purpose and Features
🌍 World's largest open dataset for privacy masking 🌎
The dataset is useful to train and evaluate models to remove personally identifiable and sensitive information from text, especially in the context of AI assistants and LLMs.
Key facts:
OpenPII-220k text entries have 27 PII classes (types of sensitive data), targeting 749 discussion subjects / use cases split across education, health, and psychology. FinPII contains an additional ~20 types tailored to… See the full description on the dataset page: https://huggingface.co/datasets/saad-kw-almutairi/pii-masking-300k.pii-masking-200k
👉 Looking for the newest release? The current flagship is ai4privacy/pii-masking-openpii-1m. 1.4M samples, 23 languages, 19 PII classes.
Ai4Privacy Community
Join our community at https://discord.gg/FmzWshaaQT to help build open datasets for privacy masking.
Purpose and Features
Previous world's largest open dataset for privacy. The current flagship is now pii-masking-openpii-1m
The purpose of the dataset is to train models to remove personally identifiable information… See the full description on the dataset page: https://huggingface.co/datasets/shivaniachary123/pii-masking-200k.pii-masking-english-100
Important
This repository contains the English-only subset of the Ai4Privacy PII-Masking-300k Dataset.
The dataset is curated to provide English texts only, while retaining the structure, labeling schema, and licensing of the original dataset.
Licensing
Academic use is encouraged with proper citation provided it follows similar license terms*. Commercial entities should contact us at licensing@ai4privacy.com for licensing inquiries and additional data access.*
Terms… See the full description on the dataset page: https://huggingface.co/datasets/aniket-curlscape/pii-masking-english-100.pii-masking-300k
Purpose and Features
🌍 World's largest open dataset for privacy masking 🌎
The dataset is useful to train and evaluate models to remove personally identifiable and sensitive information from text, especially in the context of AI assistants and LLMs.
Key facts:
OpenPII-220k text entries have 27 PII classes (types of sensitive data), targeting 749 discussion subjects / use cases split across education, health, and psychology. FinPII contains an additional ~20 types tailored to… See the full description on the dataset page: https://huggingface.co/datasets/fuasfgauighsudghaughdoaughsdughdasughoadhg/pii-masking-300k.pii-masking-english-5k
Important
This repository contains the English-only subset of the Ai4Privacy PII-Masking-300k Dataset.
The dataset is curated to provide English texts only, while retaining the structure, labeling schema, and licensing of the original dataset.
Licensing
Academic use is encouraged with proper citation provided it follows similar license terms*. Commercial entities should contact us at licensing@ai4privacy.com for licensing inquiries and additional data access.*
Terms… See the full description on the dataset page: https://huggingface.co/datasets/aniket-curlscape/pii-masking-english-5k.pii_masking_300k_validation_sample_200_english
pii_masking_300k_validation_sample_200_english
PII Masking 300k validation_sample_200.english split
Field
Value
Benchmark
pii_masking_300k
Sub-benchmark
Type
information_extraction
Items
200
Exported from Langfuse.
pii-masking-300k
Purpose and Features
🌍 World's largest open dataset for privacy masking 🌎
The dataset is useful to train and evaluate models to remove personally identifiable and sensitive information from text, especially in the context of AI assistants and LLMs.
Key facts:
OpenPII-220k text entries have 27 PII classes (types of sensitive data), targeting 749 discussion subjects / use cases split across education, health, and psychology. FinPII contains an additional ~20 types tailored to… See the full description on the dataset page: https://huggingface.co/datasets/shivaniachary123/pii-masking-300k.pii-masking-400k
Purpose and Features
🌍 World's largest open dataset for privacy masking 🌎
The dataset is useful to train and evaluate models to remove personally identifiable and sensitive information from text, especially in the context of AI assistants and LLMs.
AI4Privacy Dataset Analytics 📊
Dataset Overview
Total entries: 406,896
Total tokens: 20,564,179
Total PII tokens: 2,357,029
Number of PII classes in public dataset: 17
Number of PII classes in extended dataset:… See the full description on the dataset page: https://huggingface.co/datasets/shivaniachary123/pii-masking-400k.