1,054 models · refreshed nightly

Token classification models

Every model in the catalog with its licence, estimated VRAM and daily-tracked downloads. Filters update the URL — share any view.

All text-generation 410 text-to-image 153 ASR 92 image-text-to-text 89 sentence-similarity 61 feature-extraction 47 translation 47 text-classification 42 image-classification 34 token-classification 27 text-to-speech 12 audio-classification 11 object-detection 11 summarization 9 image-segmentation 9

Any RTX 3060 · 12 GB RTX 4070 · 16 GB RTX 4090 · 24 GB 2 × 24 GB Mac M3 · 24 GB Mac M4 Max · 64 GB

27 models

#	Model	Params	Context	Commercial use	30d	Min VRAM
01	bert-large-cased-finetuned-conll03-english dbmdz · token-classification	330 M	512	unknown	3.4 M	from 2.0 GB
02	indonesian-roberta-base-posp-tagger w11wo · token-classification	120 M	512	✓ mit	2.6 M	from 1.1 GB
03	stanford-deidentifier-base StanfordAIMI · token-classification	—	512	✓ mit	1.4 M	—
04	bert-base-NER dslim · token-classification	110 M	512	✓ mit	1.4 M	from 1.0 GB
05	bert-portuguese-ner lfcc · token-classification	—	512	✓ mit	960 K	—
06	privacy-filter-nemotron-GGUF LocalAI-io · token-classification	—	—	✓ apache-2.0	951 K	from 2.3 GB
07	punctuate-all kredor · token-classification	—	512	✓ mit	822 K	—
08	wikineural-multilingual-ner Babelscape · token-classification	180 M	512	✗ cc-by-nc-sa-4.0	678 K	from 1.3 GB
09	sat-3l-sm segment-any-text · token-classification	210 M	514	✓ mit	506 K	from 1.5 GB
10	privacy-filter-multilingual-GGUF LocalAI-io · token-classification	—	—	✓ apache-2.0	368 K	from 2.3 GB
11	deid_roberta_i2b2 obi · token-classification	350 M	512	✓ mit	327 K	from 2.1 GB
12	KoELECTRA-small-v3-modu-ner Leo97 · token-classification	10 M	512	unknown	313 K	from 0.6 GB
13	llmlingua-2-bert-base-multilingual-cased-meetingbank microsoft · token-classification	180 M	512	✓ apache-2.0	309 K	from 1.3 GB
14	xlm-roberta-base-ner-hrl Davlan · token-classification	280 M	512	✓ afl-3.0	274 K	from 1.8 GB
15	CodonTransformer adibvafa · token-classification	90 M	4 K	✓ apache-2.0	270 K	from 0.9 GB
16	OpenMed-NER-PharmaDetect-SuperClinical-434M OpenMed · token-classification	430 M	512	✓ apache-2.0	263 K	from 1.5 GB
17	ner-english-fast flair · token-classification	—	—	unknown	259 K	—
18	unbiased-toxic-roberta-onnx protectai · token-classification	—	512	✓ apache-2.0	255 K	—
19	bert-small-pii-detection gravitee-io · token-classification	30 M	512	✓ apache-2.0	250 K	from 0.6 GB
20	OpenMed-PII-SuperClinical-Small-44M-v1 OpenMed · token-classification	140 M	512	✓ apache-2.0	247 K	from 1.1 GB
21	span-marker-bert-base-uncased-acronyms tomaarsen · token-classification	110 M	—	✓ apache-2.0	238 K	from 1.0 GB
22	piiranha-v1-detect-personal-information iiiorg · token-classification	280 M	512	✗ cc-by-nc-nd-4.0	236 K	from 1.8 GB
23	privacy-filter openai · token-classification	1.4 B	131 K	✓ apache-2.0	234 K	from 6.9 GB
24	biomedical-ner-all d4data · token-classification	66 M	512	✓ apache-2.0	231 K	from 0.8 GB
25	ner-english flair · token-classification	—	—	unknown	230 K	—
26	OpenMed-NER-ChemicalDetect-ModernMed-149M OpenMed · token-classification	150 M	8 K	✓ apache-2.0	225 K	from 0.9 GB
27	OpenMed-NER-PharmaDetect-BigMed-278M OpenMed · token-classification	278 M	512	✓ apache-2.0	225 K	from 1.2 GB

VRAM figures are estimates for the smallest available quantization at 8K context — see /methodology. Downloads refresh nightly from the Hugging Face API.