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cmarkea
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distilcamembert-base-ner

Token Classification
Transformers
PyTorch
TensorFlow
ONNX
Safetensors
French
camembert
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  This model performance is compared to 3 reference models (see below) with the metric [MCC (Matthews Correlation Coefficient)](https://en.wikipedia.org/wiki/Phi_coefficient). The score is given with a factor x100 and the delta gain with DistilCamemBERT-NER used in reference is in parantheses. For the inference time measure, an AMD Ryzen 5 4500U @ 2.3GHz with 6 cores was used:
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- | **model** | **PER** | **LOC** | **ORG** | **MISC** | **O** | **inference time** |
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- | :---------------------------------------------------------------------------------------------------------------: | :----------: | :----------: | :----------: | :----------: | :--------- : | :----------------: |
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- | [cmarkea/distilcamembert-base-ner](https://huggingface.co/cmarkea/distilcamembert-base-ner) | 93.91 | 88.26 | 84.03 | 82.74 | 91.45 | 43.44 |
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- | [Jean-Baptiste/camembert-ner](https://huggingface.co/Jean-Baptiste/camembert-ner) | 95.20 (+1%) | 90.85 (+3%) | 89.50 (+6%) | 89.02 (+8%) | 92.86 (+2%) | 83.70 (+93%) |
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- | [Davlan/bert-base-multilingual-cased-ner-hrl](https://huggingface.co/Davlan/bert-base-multilingual-cased-ner-hrl) | 79.93 (-15%) | 70.39 (-22%) | 60.26 (-28%) | NA | 69.95 (-24%) | 87.56 (+102%) |
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- | [flair/ner-french](https://huggingface.co/flair/ner-french) | 80.18 (-15%) | 72.11 (-18%) | 67.29 (-20%) | 72.39 (-17%) | 74.34 (-19%) | 314.96 (+625%) |
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  How to use DistilCamemBERT-NER
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  ------------------------------
 
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  This model performance is compared to 3 reference models (see below) with the metric [MCC (Matthews Correlation Coefficient)](https://en.wikipedia.org/wiki/Phi_coefficient). The score is given with a factor x100 and the delta gain with DistilCamemBERT-NER used in reference is in parantheses. For the inference time measure, an AMD Ryzen 5 4500U @ 2.3GHz with 6 cores was used:
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+ | **model** | **PER** | **LOC** | **ORG** | **MISC** | **O** | **time** |
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+ | :---------------------------------------------------------------------------------------------------------------: | :----------: | :----------: | :----------: | :----------: | :--------- : | :------------: |
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+ | [cmarkea/distilcamembert-base-ner](https://huggingface.co/cmarkea/distilcamembert-base-ner) | 93.91 | 88.26 | 84.03 | 82.74 | 91.45 | 43.44 |
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+ | [Jean-Baptiste/camembert-ner](https://huggingface.co/Jean-Baptiste/camembert-ner) | 95.20 (+1%) | 90.85 (+3%) | 89.50 (+6%) | 89.02 (+8%) | 92.86 (+2%) | 83.70 (+93%) |
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+ | [Davlan/bert-base-multilingual-cased-ner-hrl](https://huggingface.co/Davlan/bert-base-multilingual-cased-ner-hrl) | 79.93 (-15%) | 70.39 (-22%) | 60.26 (-28%) | NA | 69.95 (-24%) | 87.56 (+102%) |
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+ | [flair/ner-french](https://huggingface.co/flair/ner-french) | 80.18 (-15%) | 72.11 (-18%) | 67.29 (-20%) | 72.39 (-17%) | 74.34 (-19%) | 314.96 (+625%) |
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  How to use DistilCamemBERT-NER
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