punctuate-all vs KoELECTRA-small-v3-modu-ner
Specs, VRAM requirements and download trends — updated 25 September 2026.
Specification comparison
Differences are highlighted; identical values are muted.
| Specification | punctuate-all | KoELECTRA-small-v3-modu-ner |
|---|---|---|
| Parameters | — | 10 M |
| Architecture | XLMRobertaForTokenClassification | ElectraForTokenClassification |
| Context length | 512 | 512 |
| Licence | mit | — |
| Commercial use | Allowed | Unknown |
| Languages | — | 1 |
| Downloads 30d | 569,752 | 220,217 |
| Downloads all time | 24.9 M | 2.0 M |
| Quantizations on the Hub | — | SAFETENSORS |
| Gated | No | No |
| First seen on the Hub | 2022-04-09 | 2023-03-29 |
Download trend
Daily snapshots, last 90 days (13 Aug – 10 Nov)
822 K220 K
punctuate-all
KoELECTRA-small-v3-modu-ner
A overtook B on 11 Sep
VRAM side by side
On RTX 4090 · 24 GB · 8K context unless noted
KoELECTRA-small-v3-modu-ner · fp16
0.6 GB / 24 GB