stanford-deidentifier-base vs punctuate-all
Specs, VRAM requirements and download trends — updated 21 September 2026.
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 | 1,439,582 | 808,077 |
| Downloads all time | 27.0 M | 23.9 M |
| Quantizations on the Hub | — | — |
| Gated | No | No |
| First seen on the Hub | 2022-06-16 | 2022-04-09 |
Download trend
Daily snapshots, last 56 days (28 Jul – 21 Sep)
2.3 M561 K
stanford-deidentifier-base
punctuate-all
Adjacent comparisons
stanford-deidentifier-base vs bert-large-cased-finetuned-conll03-english
indonesian-roberta-base-posp-tagger vs stanford-deidentifier-base
bert-large-cased-finetuned-conll03-english vs punctuate-all
indonesian-roberta-base-posp-tagger vs punctuate-all
stanford-deidentifier-base vs bert-base-NER
stanford-deidentifier-base vs privacy-filter-nemotron-GGUF