t5-base-end2end-questions-generation_eli_squad_single_exp_imp – AI Model by Khushnur | AlphaNeural AI | AlphaNeural AI

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t5-base-end2end-questions-generation_eli_squad_single_exp_imp

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text2text-generation

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text-generation-inference

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t5-base-end2end-questions-generation_eli_squad_single_exp_imp

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

Loss: 2.3209

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: 0.0001
train_batch_size: 4
eval_batch_size: 4
seed: 42
gradient_accumulation_steps: 32
total_train_batch_size: 128
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 3

Training results

Training Loss	Epoch	Step	Validation Loss
2.3631	0.25	100	2.4532
2.1765	0.49	200	2.4057
2.1516	0.74	300	2.3775
2.1037	0.98	400	2.3595
2.0402	1.23	500	2.3486
2.0185	1.47	600	2.3384
2.0031	1.72	700	2.3350
2.0344	1.96	800	2.3275
1.9459	2.21	900	2.3262
1.9789	2.46	1000	2.3235
1.9784	2.7	1100	2.3210
1.9592	2.95	1200	2.3209

Framework versions

Transformers 4.30.2
Pytorch 2.0.1+cu118
Tokenizers 0.13.3