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Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.

modalityAllTextImageAudioTabularVideo
taskAllText generationQuestion answeringImage classificationSpeech
sizeAllUnder 1K1K – 10K100K – 1M1M – 10M
formatAllParquetJSONCSVWebDataset
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01ai4privacy /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.texttext-classification100K<n<1M116 likes4.3k downloads4mo agoHugging Face02ai4privacy /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.texttext-classification100K<n<1M127 likes3.5k downloads4mo agoHugging Face03ai4privacy /pii-masking-openpii-1.5m OpenPII 1.5M: Multilingual PII Masking Dataset (Asia Pacific Extension) 📖 More information: www.ai4privacy.com/datasets/pii-masking-3m-asia-pacific Overview The OpenPII 1.5M dataset extends OpenPII 1M with a new Asia Pacific corpus, bringing global coverage to 30 languages across Europe, Americas, and Asia Pacific. This is the flagship release of the PII-Masking-3M family, the world's largest open multilingual PII masking corpus. Built to advance open… See the full description on the dataset page: https://huggingface.co/datasets/ai4privacy/pii-masking-openpii-1.5m.texttoken-classification1M<n<10M21 likes2.9k downloads4mo agoHugging Face04ai4privacy /pii-masking-openpii-1m OpenPII 1M — Multilingual PII Masking Dataset Overview The OpenPII 1M dataset is a large-scale, multilingual collection of 1,428,143 synthetic text examples with fine-grained PII (Personally Identifiable Information) annotations, spanning 23 European languages and 19 entity types. Built to advance open research in privacy-preserving NLP, this dataset enables the development and benchmarking of Named Entity Recognition (NER) models, token classification pipelines… See the full description on the dataset page: https://huggingface.co/datasets/ai4privacy/pii-masking-openpii-1m.texttoken-classification1M<n<10M15 likes1.5k downloads6mo agoHugging Face05ai4privacy /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.texttext-classification100K<n<1M63 likes1.3k downloads4mo agoHugging Face06ai4privacy /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.texttext-classification100K<n<1M27 likes1.2k downloads4mo agoHugging Face07ai4privacy /pii-masking-65k 👉 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 The purpose of the model and dataset is to remove personally identifiable information (PII) from text, especially in the context of AI assistants and LLMs. The model is a fine-tuned version… See the full description on the dataset page: https://huggingface.co/datasets/ai4privacy/pii-masking-65k.text10K<n<100K17 likes501 downloads4mo agoHugging Face08ai4privacy /pii-masking-health-phi-preview 👉 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. PII Masking Personal Health & Medical Information (PHI) — Preview 50 sample entries from the PII-Masking-2M European release by AI4Privacy. Source text and PII values are redacted in this preview. Contact us… See the full description on the dataset page: https://huggingface.co/datasets/ai4privacy/pii-masking-health-phi-preview.texttoken-classificationn<1K1 likes152 downloads4mo agoHugging Face09ai4privacy /openpii-masking-micro-100k OpenPII Micro: Multilingual PII Masking Sample A micro-sized stratified sample of OpenPII 1.5M, perfect for quick prototyping, smoke tests, and CI fixtures. Every locale and every label that exists in the parent dataset is represented in proportion. 📖 More information: www.ai4privacy.com/datasets/pii-masking-3m-asia-pacific Dataset Details Total Examples Train Validation Labels Languages Regions Annotations Format License 100,000 90,000 10,000 19… See the full description on the dataset page: https://huggingface.co/datasets/ai4privacy/openpii-masking-micro-100k.texttoken-classification100K<n<1M0 likes133 downloads4mo agoHugging Face10ai4privacy /pii-masking-mini-10k PII Masking Mini: Multilingual Sample A mini-sized stratified sample of pii-masking-openpii-1.5m, the flagship release of the PII-Masking-3M family. Sampled proportionally by (source_dataset, language) so every locale and label gets representation. Asia Pacific rows appear first. 📖 More information: www.ai4privacy.com/datasets/pii-masking-3m-asia-pacific Dataset Details Total Examples Train Validation Labels Languages Regions Annotations Format… See the full description on the dataset page: https://huggingface.co/datasets/ai4privacy/pii-masking-mini-10k.texttoken-classification1K<n<10K0 likes110 downloads4mo agoHugging Face11ai4privacy /pii-masking-micro-100k PII Masking Micro: Multilingual Sample A micro-sized stratified sample of pii-masking-openpii-1.5m, the flagship release of the PII-Masking-3M family. Sampled proportionally by (source_dataset, language) so every locale and label gets representation. Asia Pacific rows appear first. 📖 More information: www.ai4privacy.com/datasets/pii-masking-3m-asia-pacific Dataset Details Total Examples Train Validation Labels Languages Regions Annotations Format… See the full description on the dataset page: https://huggingface.co/datasets/ai4privacy/pii-masking-micro-100k.texttoken-classification10K<n<100K0 likes109 downloads4mo agoHugging Face12ai4privacy /openpii-masking-nano-1k OpenPII Nano: Multilingual PII Masking Sample A nano-sized stratified sample of OpenPII 1.5M, perfect for quick prototyping, smoke tests, and CI fixtures. Every locale and every label that exists in the parent dataset is represented in proportion. 📖 More information: www.ai4privacy.com/datasets/pii-masking-3m-asia-pacific Dataset Details Total Examples Train Validation Labels Languages Regions Annotations Format License 1,000 900 100 19 30 37 7… See the full description on the dataset page: https://huggingface.co/datasets/ai4privacy/openpii-masking-nano-1k.texttoken-classification1K<n<10K3 likes107 downloads4mo agoHugging Face13ai4privacy /pii-masking-financial-pfi-preview 👉 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. PII Masking Personal Financial Information (PFI) — Preview 50 sample entries from the PII-Masking-2M European release by AI4Privacy. Source text and PII values are redacted in this preview. Contact us for full… See the full description on the dataset page: https://huggingface.co/datasets/ai4privacy/pii-masking-financial-pfi-preview.texttoken-classificationn<1K1 likes87 downloads4mo agoHugging Face14ai4privacy /pli-masking-100k 👉 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. EPII Personal Location Information (PLI) Masking Preview Dataset Overview This dataset provides a preview (400 samples) of the EPII Personal Location Information (PLI) Masking Dataset, a… See the full description on the dataset page: https://huggingface.co/datasets/ai4privacy/pli-masking-100k.texttoken-classificationn<1K3 likes77 downloads4mo agoHugging Face15ai4privacy /pii-masking-nano-1k PII Masking Nano: Multilingual Sample A nano-sized stratified sample of pii-masking-openpii-1.5m, the flagship release of the PII-Masking-3M family. Sampled proportionally by (source_dataset, language) so every locale and label gets representation. Asia Pacific rows appear first. 📖 More information: www.ai4privacy.com/datasets/pii-masking-3m-asia-pacific Dataset Details Total Examples Train Validation Labels Languages Regions Annotations Format… See the full description on the dataset page: https://huggingface.co/datasets/ai4privacy/pii-masking-nano-1k.texttoken-classificationn<1K0 likes76 downloads4mo agoHugging Face16ai4privacy /pdi-masking-100k 👉 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. EPII Personal Digital Information (PDI) Masking Preview Dataset Overview This dataset provides a preview (400 samples) of the EPII Personal Digital Information (PDI) Masking Dataset, a specialized… See the full description on the dataset page: https://huggingface.co/datasets/ai4privacy/pdi-masking-100k.texttoken-classificationn<1K2 likes72 downloads4mo agoHugging Face17ai4privacy /pwi-masking-100k 👉 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. EPII Personal Work Information (PWI) Masking Preview Dataset Overview This dataset provides a preview (400 samples) of the EPII Personal Work Information (PWI) Masking Dataset, a specialized… See the full description on the dataset page: https://huggingface.co/datasets/ai4privacy/pwi-masking-100k.texttoken-classificationn<1K3 likes69 downloads4mo agoHugging Face18ai4privacy /pii-masking-digital-pdi-preview 👉 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. PII Masking Personal Digital Information (PDI) — Preview 50 sample entries from the PII-Masking-2M European release by AI4Privacy. Source text and PII values are redacted in this preview. Contact us for full… See the full description on the dataset page: https://huggingface.co/datasets/ai4privacy/pii-masking-digital-pdi-preview.texttoken-classificationn<1K1 likes57 downloads4mo agoHugging Face19ai4privacy /pii-masking-health-phi-400kgated 👉 Looking for the open multilingual baseline? Start with ai4privacy/pii-masking-openpii-1.5m (1.5M samples, 30 languages, open-PII taxonomy). 🇪🇺🌏 Personal Health & Medical Information, Global PII Dataset Part of PII-Masking-3M by Ai4Privacy, the global (2M base + Asia Pacific) PII-masking corpus. 📖 More information: www.ai4privacy.com/datasets/pii-masking-3m-asia-pacific Entries PII Annotations Labels Languages Regions 417,900 2,802,316 37 30 37… See the full description on the dataset page: https://huggingface.co/datasets/ai4privacy/pii-masking-health-phi-400k.texttoken-classification100K<n<1M7 likes56 downloads4mo agoHugging Face20ai4privacy /phi-masking-100k 👉 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. EPII Personal Health Information (PHI) Masking Preview Dataset Overview This dataset provides a preview (400 samples) of the EPII Personal Health Information (PHI) Masking Dataset, a specialized… See the full description on the dataset page: https://huggingface.co/datasets/ai4privacy/phi-masking-100k.texttoken-classificationn<1K3 likes55 downloads4mo agoHugging Face21ai4privacy /pii-masking-work-pwi-preview 👉 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. PII Masking Personal Work & HR Information (PWI) — Preview 50 sample entries from the PII-Masking-2M European release by AI4Privacy. Source text and PII values are redacted in this preview. Contact us for full… See the full description on the dataset page: https://huggingface.co/datasets/ai4privacy/pii-masking-work-pwi-preview.texttoken-classificationn<1K1 likes55 downloads4mo agoHugging Face22ai4privacy /pii-masking-financial-pfi-400kgated 👉 Looking for the open multilingual baseline? Start with ai4privacy/pii-masking-openpii-1.5m (1.5M samples, 30 languages, open-PII taxonomy). 🇪🇺🌏 Personal Financial Information, Global PII Dataset Part of PII-Masking-3M by Ai4Privacy, the global (2M base + Asia Pacific) PII-masking corpus. 📖 More information: www.ai4privacy.com/datasets/pii-masking-3m-asia-pacific Entries PII Annotations Labels Languages Regions 426,660 2,587,698 38 30 37… See the full description on the dataset page: https://huggingface.co/datasets/ai4privacy/pii-masking-financial-pfi-400k.texttoken-classification100K<n<1M2 likes55 downloads4mo agoHugging Face23ai4privacy /pfi-masking-100k 👉 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. EPII Personal Financial Information (PFI) Masking Preview Dataset Overview This dataset provides a preview (400 samples) of the EPII Personal Financial Information (PFI) Masking Dataset, a… See the full description on the dataset page: https://huggingface.co/datasets/ai4privacy/pfi-masking-100k.texttoken-classificationn<1K2 likes51 downloads4mo agoHugging Face24ai4privacy /pii-masking-location-pli-preview 👉 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. PII Masking Personal Location & Travel Information (PLI) — Preview 50 sample entries from the PII-Masking-2M European release by AI4Privacy. Source text and PII values are redacted in this preview. Contact us… See the full description on the dataset page: https://huggingface.co/datasets/ai4privacy/pii-masking-location-pli-preview.texttoken-classificationn<1K1 likes50 downloads4mo agoHugging Face25ai4privacy /pii-masking-digital-pdi-350kgated 👉 Looking for the open multilingual baseline? Start with ai4privacy/pii-masking-openpii-1.5m (1.5M samples, 30 languages, open-PII taxonomy). 🇪🇺🌏 Personal Digital Information, Global PII Dataset Part of PII-Masking-3M by Ai4Privacy, the global (2M base + Asia Pacific) PII-masking corpus. 📖 More information: www.ai4privacy.com/datasets/pii-masking-3m-asia-pacific Entries PII Annotations Labels Languages Regions 369,310 1,281,920 28 30 37… See the full description on the dataset page: https://huggingface.co/datasets/ai4privacy/pii-masking-digital-pdi-350k.texttoken-classification100K<n<1M1 likes47 downloads4mo agoHugging Face26ai4privacy /pii-masking-work-pwi-400kgated 👉 Looking for the open multilingual baseline? Start with ai4privacy/pii-masking-openpii-1.5m (1.5M samples, 30 languages, open-PII taxonomy). 🇪🇺🌏 Personal Work & HR Information, Global PII Dataset Part of PII-Masking-3M by Ai4Privacy, the global (2M base + Asia Pacific) PII-masking corpus. 📖 More information: www.ai4privacy.com/datasets/pii-masking-3m-asia-pacific Entries PII Annotations Labels Languages Regions 418,580 2,305,517 26 30 37… See the full description on the dataset page: https://huggingface.co/datasets/ai4privacy/pii-masking-work-pwi-400k.texttoken-classification100K<n<1M2 likes45 downloads4mo agoHugging Face27ai4privacy /pii-masking-location-pli-400kgated 👉 Looking for the open multilingual baseline? Start with ai4privacy/pii-masking-openpii-1.5m (1.5M samples, 30 languages, open-PII taxonomy). 🇪🇺🌏 Personal Location & Travel Information, Global PII Dataset Part of PII-Masking-3M by Ai4Privacy, the global (2M base + Asia Pacific) PII-masking corpus. 📖 More information: www.ai4privacy.com/datasets/pii-masking-3m-asia-pacific Entries PII Annotations Labels Languages Regions 423,933 3,323,062 34 30 37… See the full description on the dataset page: https://huggingface.co/datasets/ai4privacy/pii-masking-location-pli-400k.texttoken-classification100K<n<1M2 likes42 downloads4mo agoHugging Face28ai4privacy /pii-masking-health-phi-200kgated 👉 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. 🇪🇺 Personal Health & Medical Information — European PII Dataset Part of PII-Masking-2M (2,717,080 entries) by AI4Privacy Entries PII Annotations Labels Languages Regions 252,437 1,686,246 49 23 29… See the full description on the dataset page: https://huggingface.co/datasets/ai4privacy/pii-masking-health-phi-200k.texttoken-classification100K<n<1M3 likes34 downloads4mo agoHugging Face29ai4privacy /phi-masking-100k-fullgated 👉 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. EPII Personal Health Information (PHI) Masking Dataset — Full Overview The EPII PHI Masking Dataset is a large-scale, multilingual dataset of 91,339 annotated text samples containing synthetic… See the full description on the dataset page: https://huggingface.co/datasets/ai4privacy/phi-masking-100k-full.texttoken-classification10K<n<100K0 likes25 downloads4mo agoHugging Face30ai4privacy /pii-masking-financial-pfi-200kgated 👉 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. 🇪🇺 Personal Financial Information — European PII Dataset Part of PII-Masking-2M (2,717,080 entries) by AI4Privacy Entries PII Annotations Labels Languages Regions 257,434 1,563,807 48 23 29… See the full description on the dataset page: https://huggingface.co/datasets/ai4privacy/pii-masking-financial-pfi-200k.texttoken-classification100K<n<1M0 likes13 downloads4mo agoHugging Face

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