Token Classification
GLiNER
PyTorch
English
NER
information extraction
relation extraction
summarization
sentiment extraction
question-answering
Instructions to use knowledgator/gliner-multitask-large-v0.5 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- GLiNER
How to use knowledgator/gliner-multitask-large-v0.5 with GLiNER:
from gliner import GLiNER model = GLiNER.from_pretrained("knowledgator/gliner-multitask-large-v0.5") - Notebooks
- Google Colab
- Kaggle
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README.md
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@@ -222,14 +222,14 @@ Our multitask model demonstrates comparable performance on different zero-shot b
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| | mit-movie | 63.00% | 48.88% | 55.05% | 0.5505 |
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| | mit-restaurant | 51.30% | 34.35% | 41.15% | 0.4115 |
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| | **Average** | | | | **0.6147** |
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| | **Average** | | | | **0.
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| urchade/gliner_large-v2.1 | CrossNER_AI | 54.98% | 52.00% | 53.45% | 0.5345 |
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| | CrossNER_literature| 59.33% | 56.47% | 57.87% | 0.5787 |
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| | CrossNER_music | 67.39% | 66.77% | 67.08% | 0.6708 |
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| | mit-movie | 63.00% | 48.88% | 55.05% | 0.5505 |
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| | mit-restaurant | 51.30% | 34.35% | 41.15% | 0.4115 |
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| | **Average** | | | | **0.6147** |
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| knowledgator/gliner-multitask-v0.5 | CrossNER_AI | 51.00% | 51.11% | 51.05% | 0.5105 |
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| | CrossNER_literature | 72.65% | 65.62% | 68.96% | 0.6896 |
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| | CrossNER_music | 74.91% | 73.70% | 74.30% | 0.7430 |
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| | CrossNER_politics | 78.84% | 77.71% | 78.27% | 0.7827 |
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| | CrossNER_science | 69.20% | 65.48% | 67.29% | 0.6729 |
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| | mit-movie | 61.29% | 52.59% | 56.60% | 0.5660 |
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| | mit-restaurant | 50.65% | 36.95% | 42.73% | 0.4273 |
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| | **Average** | | | | **0.6267** |
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| urchade/gliner_large-v2.1 | CrossNER_AI | 54.98% | 52.00% | 53.45% | 0.5345 |
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| | CrossNER_literature| 59.33% | 56.47% | 57.87% | 0.5787 |
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| 235 |
| | CrossNER_music | 67.39% | 66.77% | 67.08% | 0.6708 |
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