flan-t5-small-twitter-sentiment-analysis – AI Model by thainq107 | AlphaNeural AI

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thainq107/
flan-t5-small-twitter-sentiment-analysis

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flan-t5-small-twitter-sentiment-analysis

This model is a fine-tuned version of google/flan-t5-small on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.1901
Accuracy: 0.8412

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: 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: 10.0

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
0.2136	1.0	1875	0.1923	0.8270
0.1971	2.0	3750	0.1865	0.8367
0.1883	3.0	5625	0.1830	0.8403
0.1846	4.0	7500	0.1811	0.8415
0.1753	5.0	9375	0.1793	0.8442
0.1704	6.0	11250	0.1813	0.8433
0.1689	7.0	13125	0.1815	0.8458
0.1648	8.0	15000	0.1827	0.8461
0.1661	9.0	16875	0.1821	0.8475
0.1618	10.0	18750	0.1818	0.8471

Framework versions

Transformers 4.27.1
Pytorch 2.0.1
Datasets 2.9.0
Tokenizers 0.13.3