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ai4data
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gliner2_datause

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GLiNER2
Safetensors
extractor
ner
data-use
Model card Files
xet
 Community
rafmacalaba commited on
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@@ -49,18 +49,19 @@ device: NVIDIA H100 NVL
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  | model | backend | best F0.5 | thr | best F1 | thr | wall-clock (s) | texts/s |
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  | --- | --- | --- | --- | --- | --- | --- | --- |
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- | `ai4data/gliner_datause` | gliner | 0.8437 | 0.6 | 0.8493 | 0.5 | 200.9 | 46.0 |
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- | `ai4data/gliner2_datause` | gliner2 | 0.8634 | 0.7 | 0.8624 | 0.6 | 181.0 | 51.1 |
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  F0.5 by threshold (sweet spots side-by-side):
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- | thr | `ai4data/gliner_datause` | `ai4data/gliner2_datause` |
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  | --- | --- | --- |
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- | 0.1 | 0.6321 | 0.7321 |
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- | 0.2 | 0.6987 | 0.7712 |
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- | 0.3 | 0.7371 | 0.7979 |
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- | 0.4 | 0.7740 | 0.8201 |
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- | 0.5 | 0.8145 | 0.8363 |
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- | 0.6 | 0.8437 | 0.8523 |
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- | 0.7 | 0.8411 | 0.8634 |
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  <!-- NER_COMPARISON_END -->
 
 
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  | model | backend | best F0.5 | thr | best F1 | thr | wall-clock (s) | texts/s |
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  | --- | --- | --- | --- | --- | --- | --- | --- |
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+ | `rafmacalaba/gliner_datause_extended` | gliner | 0.8506 | 0.6 | 0.8549 | 0.5 | 202.7 | 45.6 |
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+ | `ai4data/gliner2_datause` | gliner2 | 0.8634 | 0.7 | 0.8624 | 0.6 | 180.8 | 51.1 |
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  F0.5 by threshold (sweet spots side-by-side):
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+ | thr | `rafmacalaba/gliner_datause_extended` | `ai4data/gliner2_datause` |
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  | --- | --- | --- |
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+ | 0.1 | 0.6476 | 0.7321 |
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+ | 0.2 | 0.7121 | 0.7712 |
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+ | 0.3 | 0.7505 | 0.7979 |
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+ | 0.4 | 0.7858 | 0.8201 |
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+ | 0.5 | 0.8224 | 0.8363 |
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+ | 0.6 | 0.8506 | 0.8523 |
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+ | 0.7 | 0.8422 | 0.8634 |
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  <!-- NER_COMPARISON_END -->
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+