bert-large-cased-finetuned-conll03-english vs punctuate-all
Specs, VRAM requirements and download trends — updated 10 November 2026.
Specification comparison
Differences are highlighted; identical values are muted.
| Specification | bert-large-cased-finetuned-conll03-english | punctuate-all |
|---|---|---|
| Parameters | 330 M | — |
| Architecture | BertForTokenClassification | XLMRobertaForTokenClassification |
| Context length | 512 | 512 |
| Licence | — | mit |
| Commercial use | Unknown | Allowed |
| Languages | — | — |
| Downloads 30d | 718,986 | 569,752 |
| Downloads all time | 57.5 M | 24.9 M |
| Quantizations on the Hub | SAFETENSORS | — |
| Gated | No | No |
| First seen on the Hub | 2022-03-02 | 2022-04-09 |
Download trend
Daily snapshots, last 90 days (13 Aug – 10 Nov)
4.5 M561 K
bert-large-cased-finetuned-conll03-english
punctuate-all
A overtook B on 15 Aug
VRAM side by side
On RTX 4090 · 24 GB · 8K context unless noted
bert-large-cased-finetuned-conll03-english · fp16
2.0 GB / 24 GB
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