{"id":"applepie-general-data","slug":"applepie-general-data","name":"ApplePie","orgId":"general-data","family":"applepie-general-data","releaseDate":null,"availability":"announced","openWeights":true,"license":null,"paramsTotal":null,"paramsSource":null,"contextWindow":null,"knowledgeCutoff":null,"modelCardUrl":"https://x.com/LouaiAllani/status/2112676338847175073","hfRepo":null,"modalities":["text"],"aliases":["ApplePie","applepie","apple pie pii","generaldata/applepie","general data applepie"],"aliasNote":null,"origin":"tracked","tracked":{"trackedSince":"2026-10-20","announced":"2026-10-20","blurb":"General Data's open PII detection model built for Europe: it tags 20 kinds of personal data, including national ID formats (French NIR, German Steuer-ID, Spanish DNI, Italian codice fiscale, Dutch BSN, Polish PESEL) and IBANs, in 22 languages. Fine-tuned from XLM-RoBERTa large. Weights on Hugging Face under CC BY-NC 4.0 (free for research). Not an LLM.","api":"none","openWeights":"yes","params":{"text":"About 559M","source":"Hugging Face safetensors metadata (XLM-RoBERTa large base)"},"facts":[{"label":"Type","value":"Token classification (BIO tagging), 20 personal-data labels"},{"label":"Base model","value":"FacebookAI/xlm-roberta-large"},{"label":"Training data","value":"Training splits of Nemotron-PII, Gretel PII masking and MAPA, plus GD Europe: 17,950 synthetic business documents from France, Germany, Spain, Italy, the Netherlands, Portugal, Poland, Belgium, Ireland and the UK"},{"label":"Languages","value":"22 listed on the card; evaluated on EU legal text in 21 languages (MAPA)"},{"label":"License","value":"CC BY-NC 4.0"},{"label":"Hugging Face repo created","value":"Oct 20, 2026 (UTC)"}],"claims":["Lab claim: 0.846 F1 on MAPA (real EU legal text, 21 languages), against 0.546 for NVIDIA GLiNER-PII, the strongest open detector it measured. Scored with the lab's own matching rule; ApplePie trained on MAPA's training split."],"sources":[{"kind":"lab","title":"Louai Allani (General Data) announcement on X","url":"https://x.com/LouaiAllani/status/2112676338847175073","date":"2026-10-20"},{"kind":"repo","title":"ApplePie on Hugging Face","url":"https://huggingface.co/generaldata/ApplePie","date":"2026-10-20"}],"firstBenchmark":null},"organization":{"id":"general-data","name":"The General Data Corporation","slug":"general-data","country":null,"url":"https://generaldata.io","color":"#11110F","mark":"T"},"price":null,"answer":{"word":"Pending benchmarks.","scope":"Announced Oct 20, 2026; no independent results yet.","lead":"As of Oct 22, 2026, ApplePie is pending benchmarks on isitsota: announced Oct 20, 2026, with no independent results on the boards we track yet.","confidence":"low"},"status":"PENDING_BENCHMARKS","verdicts":[]}