flan-t5-base – AI Model by lasyadodla | AlphaNeural AI

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lasyadodla/
flan-t5-base

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google/flan-t5-base

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flan-t5-base

This model is a fine-tuned version of google/flan-t5-base on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.6628

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: 0.001
train_batch_size: 4
eval_batch_size: 4
seed: 42
optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
num_epochs: 15

Training results

Training Loss	Epoch	Step	Validation Loss
No log	1.0	7	3.7710
4.18	2.0	14	2.8976
3.2199	3.0	21	1.8112
3.2199	4.0	28	1.4204
2.3331	5.0	35	1.1884
1.7566	6.0	42	1.0415
1.7566	7.0	49	0.8335
1.3669	8.0	56	0.8374
1.1431	9.0	63	0.7298
0.971	10.0	70	0.7295
0.971	11.0	77	0.7016
0.9029	12.0	84	0.6881
0.8563	13.0	91	0.6744
0.8563	14.0	98	0.6634
0.8373	15.0	105	0.6628

Framework versions

PEFT 0.14.0
Transformers 4.48.3
Pytorch 2.5.1+cu124
Datasets 3.3.0
Tokenizers 0.21.0