camembert-base-finetuned-Train_RAW15-dd

ZhiyuanQiu/camembert-base-finetuned-Train_RAW15-dd

camembert-base-finetuned-Train_RAW15-dd is a token classification model from ZhiyuanQiu. Use it when you need labels on individual words, such as names. It is set up for transformers. The card lists the license as mit.

should probably proofread and complete it, then remove this comment. --

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At a glance

Task: Token Classification
Library: transformers
License: mit
Model type: camembert
Access: Public
Created: Aug 25, 2022
Updated: Aug 25, 2022
SHA: d6e548e5

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Model card

From the Hugging Face model README

camembert-base-finetuned-Train_RAW15-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: 0.3634
Precision: 0.8788
Recall: 0.9009
F1: 0.8897
Accuracy: 0.9256

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: 2

Training results

Training Loss	Epoch	Step	Validation Loss	Precision	Recall	F1	Accuracy
0.0899	1.0	12043	0.3289	0.8642	0.8996	0.8815	0.9156
0.0756	2.0	24086	0.3634	0.8788	0.9009	0.8897	0.9256

Framework versions

Transformers 4.21.2
Pytorch 1.12.1+cu113
Datasets 2.4.0
Tokenizers 0.12.1

Task: Token Classification
Library: transformers
Type: camembert
License: mit
Created: Aug 25, 2022
Updated: Aug 25, 2022