finetuned-customer-sentiment-distilroberta – AI Model by MKB44 | AlphaNeural AI

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MKB44/
finetuned-customer-sentiment-distilroberta

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text-classification

generated_from_trainer

distilbert/distilroberta-base

autotrain_compatible

endpoints_compatible

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finetuned-customer-sentiment-distilroberta

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

Loss: 0.6155
Accuracy: 0.7634
F1: 0.7623

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: 64
eval_batch_size: 64
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 5

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy	F1
No log	1.0	391	0.6049	0.7454	0.7455
No log	2.0	782	0.5998	0.7502	0.7474
No log	3.0	1173	0.5930	0.7643	0.7638
No log	4.0	1564	0.5861	0.7614	0.7614
No log	5.0	1955	0.6155	0.7634	0.7623

Framework versions

Transformers 4.41.2
Pytorch 2.3.0+cu121
Datasets 2.20.0
Tokenizers 0.19.1