Training in progress epoch 0
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README.md
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This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Train Loss: 0.
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- Validation Loss: 0.
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- Train Precision: 0.
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- Train Recall: 0.
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- Train F1: 0.
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- Train Accuracy: 0.
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- Epoch:
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## Model description
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| Train Loss | Validation Loss | Train Precision | Train Recall | Train F1 | Train Accuracy | Epoch |
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|:----------:|:---------------:|:---------------:|:------------:|:--------:|:--------------:|:-----:|
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| 0.
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| 0.0305 | 0.0816 | 0.8909 | 0.8703 | 0.8805 | 0.9755 | 1 |
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### Framework versions
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This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Train Loss: 0.0709
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- Validation Loss: 0.0710
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- Train Precision: 0.8563
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- Train Recall: 0.8875
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- Train F1: 0.8716
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- Train Accuracy: 0.9735
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- Epoch: 0
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## Model description
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| Train Loss | Validation Loss | Train Precision | Train Recall | Train F1 | Train Accuracy | Epoch |
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|:----------:|:---------------:|:---------------:|:------------:|:--------:|:--------------:|:-----:|
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| 0.0709 | 0.0710 | 0.8563 | 0.8875 | 0.8716 | 0.9735 | 0 |
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### Framework versions
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logs/train/events.out.tfevents.1701601690.snek.69265.0.v2
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logs/validation/events.out.tfevents.1701603726.snek.69265.1.v2
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metrics_by_entity.txt
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{"ANIM": {"precision": 0.7339578454332553, "recall": 0.6945921985815603, "f1": 0.7137326349350945, "number": "4512"}, "BIO": {"precision": 0.5217391304347826, "recall": 0.782608695652174, "f1": 0.6260869565217392, "number": "92"}, "CEL": {"precision": 0.695364238410596, "recall": 0.8677685950413223, "f1": 0.7720588235294118, "number": "242"}, "DIS": {"precision": 0.7090471092077087, "recall": 0.7283475391806434, "f1": 0.7185677471856775, "number": "7274"}, "EVE": {"precision": 0.9156976744186046, "recall": 0.9104046242774566, "f1": 0.9130434782608694, "number": "692"}, "FOOD": {"precision": 0.6234283961974855, "recall": 0.5906449738524114, "f1": 0.6065940623601372, "number": "6884"}, "INST": {"precision": 0.5660377358490566, "recall": 0.5172413793103449, "f1": 0.5405405405405406, "number": "116"}, "LOC": {"precision": 0.9640635798203179, "recall": 0.9738219895287958, "f1": 0.9689182149678763, "number": "22920"}, "MEDIA": {"precision": 0.946927374301676, "recall": 0.9129263913824057, "f1": 0.9296160877513711, "number": "2228"}, "MYTH": {"precision": 0.8240740740740741, "recall": 0.8476190476190476, "f1": 0.8356807511737089, "number": "210"}, "ORG": {"precision": 0.9337825579888558, "recall": 0.9324534161490683, "f1": 0.9331175137584978, "number": "7728"}, "PER": {"precision": 0.9934311813609771, "recall": 0.9876530612244898, "f1": 0.9905336949291306, "number": "19600"}, "PLANT": {"precision": 0.6034673552194763, "recall": 0.7271111111111112, "f1": 0.6595444466841363, "number": "4500"}, "TIME": {"precision": 0.762402088772846, "recall": 0.7070217917675545, "f1": 0.7336683417085427, "number": "826"}, "VEHI": {"precision": 0.7950819672131147, "recall": 0.697841726618705, "f1": 0.7432950191570882, "number": "278"}, "overall_precision": 0.8724332159340868, "overall_recall": 0.878543443189675, "overall_f1": 0.8754776684040293, "overall_accuracy": 0.9740321896133372}
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tf_model.h5
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tokenizer.json
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