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nesemenpolkov
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msu-wiki-ner

Token Classification
Transformers
Safetensors
Russian
bert
ner
msu
wiki
fine-tuned
Inference Endpoints
Model card Files Community
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@@ -30,7 +30,9 @@ label_names = ['O', 'B-PER', 'I-PER', 'B-ORG', 'I-ORG', 'B-LOC', 'I-LOC']
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  ## Model Details
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  Fine-tuning was proceeded in 3 epochs, and computed next metrics:
 
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  | Epoch | Training Loss | Validation Loss | Precision | Recall | F1 | Accuracy |
 
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  | 1 | 0.041000 | 0.032810 | 0.959569 | 0.974253 | 0.966855 | 0.993325 |
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  | 2 | 0.020800 | 0.028395 | 0.959569 | 0.974253 | 0.966855 | 0.993325 |
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  | 3 | 0.010500 | 0.029138 | 0.963239 | 0.973767 | 0.968474 | 0.993247 |
 
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  ## Model Details
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  Fine-tuning was proceeded in 3 epochs, and computed next metrics:
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+
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  | Epoch | Training Loss | Validation Loss | Precision | Recall | F1 | Accuracy |
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+ | ----- | ------------- | --------------- | --------- | ------ | -- | -------- |
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  | 1 | 0.041000 | 0.032810 | 0.959569 | 0.974253 | 0.966855 | 0.993325 |
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  | 2 | 0.020800 | 0.028395 | 0.959569 | 0.974253 | 0.966855 | 0.993325 |
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  | 3 | 0.010500 | 0.029138 | 0.963239 | 0.973767 | 0.968474 | 0.993247 |