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camembert-base-finetuned-avec-symbole-dd – AI Model by ZhiyuanQiu | AlphaNeural AI
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ZhiyuanQiu
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camembert-base-finetuned-avec-symbole-dd
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transformers
pytorch
tensorboard
camembert
token-classification
generated_from_trainer
mit
autotrain_compatible
endpoints_compatible
us
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camembert-base-finetuned-avec-symbole-dd
This model is a fine-tuned version of
camembert-base
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 0.2583
Precision: 0.8906
Recall: 0.9204
F1: 0.9053
Accuracy: 0.9319
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
learning_rate: 2e-05
train_batch_size: 16
eval_batch_size: 16
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 3
Training results
Training Loss
Epoch
Step
Validation Loss
Precision
Recall
F1
Accuracy
0.1703
1.0
4327
0.2083
0.8742
0.9099
0.8917
0.9248
0.1335
2.0
8654
0.2137
0.8792
0.9190
0.8987
0.9309
0.1067
3.0
12981
0.2583
0.8906
0.9204
0.9053
0.9319
Framework versions
Transformers 4.21.1
Pytorch 1.12.1+cu113
Datasets 2.4.0
Tokenizers 0.12.1
