stanford-deidentifier-base vs punctuate-all

Specs, VRAM requirements and download trends — updated 10 November 2026.

StanfordAIMI · A · Open weights
Params
—
Context
512
30d
1.5 M
mit · commercial OK
kredor · B · Open weights
Params
—
Context
512
30d
570 K
mit · commercial OK

Specification comparison

Differences are highlighted; identical values are muted.

Specification stanford-deidentifier-base punctuate-all
Parameters — —
Architecture AutoModel XLMRobertaForTokenClassification
Context length 512 512
Licence mit mit
Commercial use Allowed Allowed
Languages 1 —
Downloads 30d 1,477,372 569,752
Downloads all time 29.4 M 24.9 M
Quantizations on the Hub — —
Gated No No
First seen on the Hub 2022-06-16 2022-04-09

Download trend

Daily snapshots, last 90 days (13 Aug – 10 Nov)

2.3 M561 K
stanford-deidentifier-base punctuate-all

Adjacent comparisons