Token Classification Models
Models that assign labels to individual tokens, such as named-entity recognition.
- Top-10 combined DL 30D
- 9.9M
- Tasks directory position
- See all tasks
- Growth history
- Available
- Last refresh
- Sep 22, 2026
Trending now
| # | Model | Task | DL 30D | 7D | Likes | Params |
|---|---|---|---|---|---|---|
| 1 | GLiNER2.5-Decidefastino | Token Classification | 72.5K | — | ||
| 2 | GLiNER2.5-multi-Decidefastino | Token Classification | 13K | — | ||
| 3 | GLiNER2.5-Decide-1Bfastino | Token Classification | 2,087 | — | ||
| 4 | gliner2.5-multi-v1fastino | Token Classification | 265.9K | 74.6%(up) | ||
| 5 | gliner2-privacy-filter-PII-multifastino | Token Classification | 196.9K | 24.6%(up) | ||
| 6 | stanford-deidentifier-with-radiology-reports-and-i2b2StanfordAIMI | Token Classification | 3,838 | 0.5%(up) | ||
| 7 | ekko-pncRyeAI | Token Classification | 457 | — | ||
| 8 | privacy-filteropenai | Token Classification | 345.7K | 4.7%(up) | ||
| 9 | gliformer-large-v1knowledgator | Token Classification | 2,100 | — | ||
| 10 | clinical-mobilebert-i2b2-2010nlpie | Token Classification | 49 | 0.2%(up) |
Most downloaded
| Model | Task | DL 30D | 7D | Likes | Params |
|---|---|---|---|---|---|
| indonesian-roberta-base-posp-taggerw11wo | Token Classification | 3.3M | 1.3%(up) | ||
| bert-base-NERdslim | Token Classification | 1.4M | 0.4%(up) | ||
| stanford-deidentifier-baseStanfordAIMI | Token Classification | 1.4M | 1.3%(up) | ||
| bert-large-cased-finetuned-conll03-englishdbmdz | Token Classification | 770K | 0.3%(up) | ||
| wikineural-multilingual-nerBabelscape | Token Classification | 642K | 0.9%(up) | ||
| punctuate-allkredor | Token Classification | 619K | 0.7%(up) | ||
| privacy-filter-nemotron-GGUFLocalAI-io | Token Classification | 492.9K | 16.5%(up) | ||
| sat-3l-smsegment-any-text | Token Classification | 480.3K | 1.6%(up) | ||
| llmlingua-2-bert-base-multilingual-cased-meetingbankmicrosoft | Token Classification | 424.4K | 1.9%(up) | ||
| bert-portuguese-nerlfcc | Token Classification | 406.6K | 3.3%(up) |
Fastest growing
Downloads gained over the last seven tracked days.
| Model | Task | DL 30D | 7D7D gained | Likes | Params |
|---|---|---|---|---|---|
| indonesian-roberta-base-posp-taggerw11wo | Token Classification | 3.3M | +770.4K | ||
| bert-base-NERdslim | Token Classification | 1.4M | +413.3K | ||
| stanford-deidentifier-baseStanfordAIMI | Token Classification | 1.4M | +342.9K | ||
| privacy-filter-nemotron-GGUFLocalAI-io | Token Classification | 492.9K | +220.5K | ||
| bert-large-cased-finetuned-conll03-englishdbmdz | Token Classification | 770K | +193K | ||
| punctuate-allkredor | Token Classification | 619K | +158.5K | ||
| wikineural-multilingual-nerBabelscape | Token Classification | 642K | +158.3K | ||
| sat-3l-smsegment-any-text | Token Classification | 480.3K | +117K | ||
| fullstop-punctuation-multilang-largeoliverguhr | Token Classification | 268.2K | +104.9K | ||
| gliner2.5-multi-v1fastino | Token Classification | 265.9K | +98.8K |
New & notable
Published within the last 90 days with meaningful traction.
| Model | Task | DL 30D | 7D7D gained | Likes | Params | Published |
|---|---|---|---|---|---|---|
| gliner2.5-multi-v1fastino | Token Classification | 265.9K | +98.8K | Aug 14, 2026 | ||
| gliner2.5-base-v1fastino | Token Classification | 89.6K | +21.2K | Aug 18, 2026 | ||
| GLiNER2.5-Decidefastino | Token Classification | 72.5K | — | Sep 23, 2026 | ||
| gliner2.5-small-v1fastino | Token Classification | 29.2K | +8,338 | Aug 18, 2026 | ||
| GLiNER2.5-multi-Decidefastino | Token Classification | 13K | — | Sep 24, 2026 | ||
| PII-Tracer-GGUFperplexity-ai | Token Classification | 11.6K | — | Jul 16, 2026 | ||
| PII-Tracer-MLXperplexity-ai | Token Classification | 10.8K | — | Jul 17, 2026 | ||
| pplx-pii-masking-MLXperplexity-ai | Token Classification | 10.2K | +3,134 | Jul 17, 2026 | ||
| legal-bert-ner-base-cased-ptbr-onnxaugustaklug | Token Classification | 5,381 | +0 | Sep 4, 2026 | ||
| Vela-1.0-Encoder-307M-PIIvllm-sr | Token Classification | 5,138 | — | Sep 12, 2026 |