t5-small-end2end-questions-generation_squad

Khushnur/t5-small-end2end-questions-generation_squad

t5-small-end2end-questions-generation_squad is a machine learning model from Khushnur. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers. The card lists the license as apache-2.0.

should probably proofread and complete it, then remove this comment. --

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At a glance

Library: transformers
License: apache-2.0
Model type: t5
Access: Public
Created: Aug 7, 2023
Updated: Aug 7, 2023
SHA: e6b70a7c

Base models

Model card

From the Hugging Face model README

t5-small-end2end-questions-generation_squad

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

Loss: 2.1517

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
3.4571	0.67	100	2.3542
2.5966	1.35	200	2.2384
2.4907	2.02	300	2.1794
2.4364	2.69	400	2.1517

Framework versions

Transformers 4.31.0
Pytorch 2.0.1+cu118
Datasets 2.14.3
Tokenizers 0.13.3

Library: transformers
Type: t5
License: apache-2.0
Created: Aug 7, 2023
Updated: Aug 7, 2023