1,423 models · 1,213 open weights · 210 API-only · refreshed nightly

Token classification models

Every model in the catalog — open weights you can self-host and API-only models — with licence or API price, estimated VRAM and daily-tracked downloads. Filters update the URL — share any view.

All 1,423 Open weights (self-host) 1,213 API-only 210

All text-generation 735 text-to-image 165 image-text-to-text 110 ASR 82 sentence-similarity 63 text-classification 50 translation 50 feature-extraction 46 image-classification 41 text-to-speech 23 token-classification 22 summarization 9 audio-classification 9 image-segmentation 9 object-detection 7 audio-text-to-text 1 any-to-any 1

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

22 models

#	Model	Params	Context	Commercial use	30d	Min VRAM
01	indonesian-roberta-base-posp-tagger w11wo · token-classification Open weights	120 M	512	✓ mit	3.6 M	from 1.1 GB
02	stanford-deidentifier-base StanfordAIMI · token-classification Open weights	—	512	✓ mit	1.5 M	—
03	bert-base-NER dslim · token-classification Open weights	110 M	512	✓ mit	1.1 M	from 1.0 GB
04	llmlingua-2-bert-base-multilingual-cased-meetingbank microsoft · token-classification Open weights	180 M	512	✓ apache-2.0	905 K	from 1.3 GB
05	ner-german-large flair · token-classification Open weights	—	—	unknown	754 K	—
06	bert-large-cased-finetuned-conll03-english dbmdz · token-classification Open weights	330 M	512	unknown	719 K	from 2.0 GB
07	wikineural-multilingual-ner Babelscape · token-classification Open weights	180 M	512	✗ cc-by-nc-sa-4.0	649 K	from 1.3 GB
08	punctuate-all kredor · token-classification Open weights	—	512	✓ mit	570 K	—
09	sat-3l-sm segment-any-text · token-classification Open weights	210 M	514	✓ mit	460 K	from 1.5 GB
10	deid_roberta_i2b2 obi · token-classification Open weights	350 M	512	✓ mit	369 K	from 2.1 GB
11	fullstop-punctuation-multilang-large oliverguhr · token-classification Open weights	560 M	512	✓ mit	363 K	from 3.0 GB
12	OpenMed-NER-PharmaDetect-SuperClinical-434M OpenMed · token-classification Open weights	430 M	512	✓ apache-2.0	279 K	from 1.5 GB
13	ner-english flair · token-classification Open weights	—	—	unknown	272 K	—
14	CodonTransformer adibvafa · token-classification Open weights	90 M	4 K	✓ apache-2.0	270 K	from 0.9 GB
15	gliner2.5-multi-v1 fastino · token-classification Open weights	287 M	—	✓ apache-2.0	266 K	from 1.8 GB
16	ner-english-fast flair · token-classification Open weights	—	—	unknown	259 K	—
17	xlm-roberta-large-ner-hrl Davlan · token-classification Open weights	560 M	512	✓ afl-3.0	246 K	from 3.0 GB
18	gliner_large-v2 urchade · token-classification Open weights	460 M	—	✓ apache-2.0	240 K	from 2.6 GB
19	OpenMed-NER-BloodCancerDetect-TinyMed-65M OpenMed · token-classification Open weights	65 M	512	✓ apache-2.0	222 K	from 0.7 GB
20	OpenMed-NER-ChemicalDetect-ModernMed-149M OpenMed · token-classification Open weights	150 M	8 K	✓ apache-2.0	222 K	from 0.9 GB
21	OpenMed-NER-PharmaDetect-BigMed-278M OpenMed · token-classification Open weights	278 M	512	✓ apache-2.0	219 K	from 1.2 GB
22	OpenMed-NER-DiseaseDetect-BioMed-335M OpenMed · token-classification Open weights	334 M	512	✓ apache-2.0	214 K	from 1.3 GB

VRAM figures are estimates for the smallest available quantization at 8K context — see /methodology. Downloads refresh nightly from the Hugging Face API; API prices (blended 3:1 input:output per 1M tokens) and Artificial Analysis indices from OpenRouter.