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Andrew Gao

gaodrew

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itsandrewgao

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We used Hugging Face Trainer to fine-tune Deberta-v3-base for Personally Identifiable Information detection, achieving 99.44% overall accuracy (98.27% Recall for PII detection).

Please try our model (Colab Quickstart available) and let us know what you think:
iiiorg/piiranha-v1-detect-personal-information

Papers 1

arxiv:2307.09793

spaces 2

Bench1k

Constellation

models 60

gaodrew/llama-3.2-1b-instruct-pii-redaction-3

gaodrew/llama-3.2-1b-instruct-pii-redaction-2

gaodrew/llama-3.2-1b-instruct-pii-redaction

gaodrew/deberta-pii-masking-augmented-test5

Token Classification • Updated Nov 6, 2024 • 2

gaodrew/deberta-pii-masking-augmented-test4

Updated Nov 6, 2024

gaodrew/deberta-pii-masking-augmented-test3

Updated Nov 6, 2024

gaodrew/deberta-pii-masking-augmented-test2

Token Classification • Updated Nov 5, 2024 • 3

gaodrew/deberta-pii-masking-augmented-test1

Updated Nov 5, 2024

gaodrew/deberta-pii-masking-test1

Updated Nov 4, 2024

gaodrew/piiranha-gretelai-test2

Token Classification • Updated Sep 30, 2024 • 2

datasets 36

gaodrew/my-distiset-8a92614c

Viewer • Updated Dec 24, 2024 • 19 • 5

gaodrew/Pleias-Latin-PD-cleaned

Viewer • Updated Jun 18, 2024 • 5.35k • 59

gaodrew/gemstone-v1

Viewer • Updated Jun 9, 2024 • 1k • 47

gaodrew/gemstone_eval-4by4-256by256px-4shapes-8colors-1k

Viewer • Updated Jun 9, 2024 • 1k • 15

gaodrew/gemstone-4by4-256by256px-4shapes-8colors-1k

Viewer • Updated Jun 9, 2024 • 1k • 13

gaodrew/gemstone-6by6-256by256px-4shapes-8colors-1k

Viewer • Updated Jun 9, 2024 • 1k • 14

gaodrew/shapes-grid-dataset-8

Viewer • Updated Jun 9, 2024 • 1k • 16

gaodrew/shapes-grid-dataset-7

Viewer • Updated Jun 9, 2024 • 1k • 44

gaodrew/shapes-grid-dataset-6

Viewer • Updated Jun 9, 2024 • 1k • 11

gaodrew/shapes-grid-dataset-2

Viewer • Updated Jun 9, 2024 • 1k • 13