my-awesome-model – AI Model by SonRobo | AlphaNeural AI

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SonRobo/
my-awesome-model

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text-classification

generated_from_trainer

microsoft/deberta-v3-base

autotrain_compatible

endpoints_compatible

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my-awesome-model

This model is a fine-tuned version of microsoft/deberta-v3-base on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.0005
Accuracy: 1.0
Precision: 1.0
Recall: 1.0
F1: 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: 5e-05
train_batch_size: 32
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 100
num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy	Precision	Recall	F1
No log	1.0	41	1.3541	0.2531	0.4133	0.2531	0.1660
No log	2.0	82	0.1046	0.975	0.9757	0.975	0.9750
0.9883	3.0	123	0.0595	0.9875	0.9880	0.9875	0.9875
0.9883	4.0	164	0.0093	1.0	1.0	1.0	1.0
0.0635	5.0	205	0.0016	1.0	1.0	1.0	1.0
0.0635	6.0	246	0.0010	1.0	1.0	1.0	1.0
0.0635	7.0	287	0.0008	1.0	1.0	1.0	1.0
0.0194	8.0	328	0.0005	1.0	1.0	1.0	1.0
0.0194	9.0	369	0.0004	1.0	1.0	1.0	1.0
0.0037	10.0	410	0.0005	1.0	1.0	1.0	1.0

Framework versions

Transformers 4.44.2
Pytorch 2.4.1+cu121
Datasets 3.2.0
Tokenizers 0.19.1