SRGPTSENTPOS2 – AI Model by Tanor | AlphaNeural AI

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Tanor/
SRGPTSENTPOS2

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text-classification

generated_from_trainer

Tanor/SRGPTSENTPOS2

autotrain_compatible

text-generation-inference

endpoints_compatible

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SRGPTSENTPOS2

This model is a fine-tuned version of Tanor/SRGPTSENTPOS2 on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.2156
F1: 0.3729

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: 1
eval_batch_size: 1
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 4
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 32

Training results

Training Loss	Epoch	Step	Validation Loss	F1
0.0314	1.0	2697	0.1674	0.5111
0.0236	2.0	5394	0.1687	0.4308
0.0407	3.0	8091	0.1571	0.4
0.0086	4.0	10788	0.3466	0.3437
0.007	5.0	13485	0.1982	0.3750
0.0091	6.0	16182	0.2023	0.3492
0.0071	7.0	18879	0.2477	0.3678
0.0075	8.0	21576	0.1556	0.3750
0.0089	9.0	24273	0.2156	0.3729

Framework versions

Transformers 4.31.0
Pytorch 2.1.0.dev20230801
Datasets 2.14.2
Tokenizers 0.13.3