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

You can deploy this model and start earning money today!

Khushnur/
t5-base-end2end-questions-generation_squad_single

like

0

text2text-generation

generated_from_trainer

text-generation-inference

endpoints_compatible

Views

No views yet

t5-base-end2end-questions-generation_squad_single

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

Loss: 3.0815

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
1.9402	0.26	100	3.0330
1.7483	0.51	200	3.0355
1.7082	0.77	300	3.0535
1.6808	1.02	400	3.0741
1.6108	1.28	500	3.0716
1.5994	1.54	600	3.0707
1.586	1.79	700	3.0727
1.5731	2.05	800	3.0761
1.5377	2.3	900	3.0893
1.5326	2.56	1000	3.0896
1.5422	2.82	1100	3.0815

Framework versions

Transformers 4.30.2
Pytorch 2.0.1+cu118
Datasets 2.13.1
Tokenizers 0.13.3