punctuate-all vs bert-portuguese-ner
Specs, VRAM requirements and download trends — updated 21 September 2026.
Specification comparison
Differences are highlighted; identical values are muted.
| Specification | punctuate-all | bert-portuguese-ner |
|---|---|---|
| Parameters | — | — |
| Architecture | XLMRobertaForTokenClassification | BertForTokenClassification |
| Context length | 512 | 512 |
| Licence | mit | mit |
| Commercial use | Allowed | Allowed |
| Languages | — | — |
| Downloads 30d | 808,077 | 930,110 |
| Downloads all time | 23.9 M | 2.3 M |
| Quantizations on the Hub | — | — |
| Gated | No | No |
| First seen on the Hub | 2022-04-09 | 2022-03-02 |
Download trend
Daily snapshots, last 56 days (28 Jul – 21 Sep)
1.1 M327 K
punctuate-all
bert-portuguese-ner
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bert-large-cased-finetuned-conll03-english vs bert-portuguese-ner
bert-large-cased-finetuned-conll03-english vs punctuate-all
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indonesian-roberta-base-posp-tagger vs punctuate-all
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