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arad1367/
crypto_sustainability_news_text_classifier-distilbert-base-uncased

Name: crypto_sustainability_news_text_classifier-distilbert-base-uncased
Availability: InStock

generated_from_trainer

distilbert/distilbert-base-uncased

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crypto_sustainability_news_text_classifier-distilbert-base-uncased

This model is a fine-tuned version of distilbert/distilbert-base-uncased on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.0678
Accuracy: 1.0

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: 1e-05
train_batch_size: 32
eval_batch_size: 32
seed: 42
optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
num_epochs: 20

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
1.0723	1.0	8	1.0659	0.2167
1.0079	2.0	16	0.9776	0.75
0.908	3.0	24	0.8537	0.9333
0.7741	4.0	32	0.7082	0.9667
0.6449	5.0	40	0.5749	0.9667
0.5218	6.0	48	0.4551	0.9667
0.4026	7.0	56	0.3505	1.0
0.3144	8.0	64	0.2714	1.0
0.2424	9.0	72	0.2163	1.0
0.1939	10.0	80	0.1709	1.0
0.1559	11.0	88	0.1384	1.0
0.1247	12.0	96	0.1169	1.0
0.1073	13.0	104	0.0992	1.0
0.094	14.0	112	0.0890	1.0
0.0823	15.0	120	0.0813	1.0
0.0759	16.0	128	0.0756	1.0
0.0708	17.0	136	0.0720	1.0
0.0684	18.0	144	0.0697	1.0
0.0668	19.0	152	0.0683	1.0
0.0634	20.0	160	0.0678	1.0

Framework versions

Transformers 4.47.0.dev0
Pytorch 2.4.0+cu121
Datasets 3.0.2
Tokenizers 0.20.0

arad1367/crypto_sustainability_news_text_classifier-distilbert-base-uncased

crypto_sustainability_news_text_classifier-distilbert-base-uncased

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

arad1367/
crypto_sustainability_news_text_classifier-distilbert-base-uncased