TESTING – AI Model by NoCaptain | AlphaNeural AI

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TESTING

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text-classification

generated_from_trainer

autotrain_compatible

endpoints_compatible

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TESTING

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

Loss: 0.1167
Precision: 0.9561
Accuracy: 0.9592
F1: 0.9592

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: 32
eval_batch_size: 32
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 500
num_epochs: 2

Training results

Training Loss	Epoch	Step	Validation Loss	Precision	Accuracy	F1
0.5903	0.4	500	0.4695	0.7342	0.7728	0.7890
0.3986	0.8	1000	0.3469	0.8144	0.8596	0.8684
0.2366	1.2	1500	0.1939	0.9313	0.9260	0.9253
0.1476	1.6	2000	0.1560	0.9207	0.9452	0.9465
0.1284	2.0	2500	0.1167	0.9561	0.9592	0.9592

Framework versions

Transformers 4.18.0
Pytorch 1.10.0+cu111
Datasets 2.1.0
Tokenizers 0.12.1