results2 – AI Model by Salama1429 | AlphaNeural AI

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Salama1429/
results2

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text-classification

generated_from_trainer

UBC-NLP/AraT5v2-base-1024

autotrain_compatible

text-generation-inference

endpoints_compatible

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results2

This model is a fine-tuned version of UBC-NLP/AraT5v2-base-1024 on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.1539
F1: 0.9682

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: 4
eval_batch_size: 16
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: 10

Training results

Training Loss	Epoch	Step	Validation Loss	F1
3.1612	1.0	574	2.9806	0.0625
2.7788	2.0	1148	1.6246	0.4172
1.0397	3.0	1722	0.3903	0.8539
0.3532	4.0	2296	0.2816	0.9261
0.1624	5.0	2870	0.2199	0.9512
0.0984	6.0	3444	0.1321	0.9720
0.0581	7.0	4018	0.1576	0.9682
0.0369	8.0	4592	0.1243	0.9760
0.0351	9.0	5166	0.1539	0.9721
0.0338	10.0	5740	0.1539	0.9682

Framework versions

Transformers 4.36.2
Pytorch 2.0.1
Datasets 2.16.1
Tokenizers 0.15.0