OpenMed-PII-SuperClinical-Small-44M-v1-mlx¶

This model card is rendered from the OpenMed model manifest. Update models.jsonl and rerun the publish step instead of editing this file directly.

Manifest Summary¶

Field	Value
Repository	`OpenMed/OpenMed-PII-SuperClinical-Small-44M-v1-mlx`
Family	PII
Task	token-classification
Languages	en
Tier	Small
Parameters	44M (44,000,000)
Architecture	deberta-v2
Base model	OpenMed/OpenMed-PII-SuperClinical-Small-44M-v1
Formats	mlx-fp, pytorch
License	apache-2.0
arXiv	arXiv:2508.01630
Reproducibility hash	`sha256:4818bdef580eb406f5cc665cc0892aefab1fd90c8743822d843dd48f135bde34`
Released	2026-04-14

Benchmark¶

Dataset	Micro F1	Recall
Not reported	Not reported	Not reported

Tokenizer Script Coverage¶

Script	UNK rate	Byte fallback rate	Tokens / grapheme	Verdict
Han Simplified	100.00%	0.00%	0.1000	unclaimed
Han Traditional	100.00%	0.00%	0.1096	unclaimed
Devanagari	100.00%	0.00%	0.3425	unclaimed
Bengali	100.00%	0.00%	0.3151	unclaimed
Tamil	100.00%	0.00%	0.3108	unclaimed
Telugu	100.00%	0.00%	0.3286	unclaimed
Kannada	100.00%	0.00%	0.3582	unclaimed
Malayalam	100.00%	0.00%	0.3158	unclaimed
Gujarati	100.00%	0.00%	0.3151	unclaimed
Gurmukhi	100.00%	0.00%	0.3108	unclaimed
Odia	100.00%	0.00%	0.2933	unclaimed

License¶

Declared license: apache-2.0.

Canonical Labels¶

PERSON, FIRST_NAME, LAST_NAME, MIDDLE_NAME, PREFIX, USERNAME, EMAIL, PHONE, URL, LOCATION, STREET_ADDRESS, BUILDING_NUMBER, ZIPCODE, GPS_COORDINATES, ORDINAL_DIRECTION, DATE, DATE_OF_BIRTH, TIME, AGE, ID_NUM, SSN, ACCOUNT_NUMBER, PASSWORD, PIN, API_KEY, CREDIT_CARD, CREDIT_CARD_ISSUER, CVV, IBAN, BIC, AMOUNT, CURRENCY, BITCOIN_ADDRESS, ETHEREUM_ADDRESS, LITECOIN_ADDRESS, MASKED_NUMBER, GENDER, EYE_COLOR, HEIGHT, ORGANIZATION, JOB_TITLE, JOB_DEPARTMENT, OCCUPATION, IP_ADDRESS, MAC_ADDRESS, USER_AGENT, VIN, VEHICLE_REGISTRATION, IMEI, OTHER