flan-t5-base – AI Model by Srikar9106 | AlphaNeural AI

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Srikar9106/
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: 2.1012

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	26.2662
31.9106	2.0	14	17.8852
17.7251	3.0	21	7.9461
17.7251	4.0	28	4.9229
6.9954	5.0	35	4.5398
4.9995	6.0	42	4.3391
4.9995	7.0	49	4.1412
4.4866	8.0	56	3.9415
4.244	9.0	63	3.7367
3.9481	10.0	70	3.5045
3.9481	11.0	77	3.1543
3.6009	12.0	84	2.7014
3.2636	13.0	91	2.3692
3.2636	14.0	98	2.1540
3.0238	15.0	105	2.1012

Framework versions

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