stanford-deidentifier-base vs biomedical-ner-all

Specs, VRAM requirements and download trends — updated 21 September 2026.

StanfordAIMI · A
Params
Context
512
30d
1.4 M
mit · commercial OK
d4data · B
Params
66 M
Context
512
30d
231 K
apache-2.0 · commercial OK

Specification comparison

Differences are highlighted; identical values are muted.

Specification stanford-deidentifier-base biomedical-ner-all
Parameters 66 M
Architecture AutoModel DistilBertForTokenClassification
Context length 512 512
Licence mit apache-2.0
Commercial use Allowed Allowed
Languages 1 1
Downloads 30d 1,439,582 231,423
Downloads all time 27.0 M 3.6 M
Quantizations on the Hub SAFETENSORS
Gated No No
First seen on the Hub 2022-06-16 2022-06-19

Download trend

Daily snapshots, last 56 days (28 Jul – 21 Sep)

2.3 M231 K
stanford-deidentifier-base biomedical-ner-all

VRAM side by side

On RTX 4090 · 24 GB · 8K context unless noted

biomedical-ner-all · fp16 0.8 GB / 24 GB
✅ Runs comfortably

Adjacent comparisons