third_t5-end2end-questions-generation

matthv/third_t5-end2end-questions-generation

third_t5-end2end-questions-generation is a machine learning model from matthv. 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: Mar 18, 2023
Updated: Mar 18, 2023
SHA: 21050724

Model card

From the Hugging Face model README

third_t5-end2end-questions-generation

This model is a fine-tuned version of ThomasSimonini/t5-end2end-question-generation on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 2.1916

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: 16
eval_batch_size: 16
seed: 42
gradient_accumulation_steps: 16
total_train_batch_size: 256
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 7

Training results

Training Loss	Epoch	Step	Validation Loss
2.6125	0.66	100	2.3093
2.4208	1.32	200	2.2588
2.3535	1.98	300	2.2325
2.3002	2.65	400	2.2175
2.2785	3.31	500	2.2083
2.2439	3.97	600	2.2010
2.2188	4.63	700	2.1972
2.2107	5.29	800	2.1947
2.1938	5.95	900	2.1920
2.1891	6.61	1000	2.1916

Framework versions

Transformers 4.27.1
Pytorch 1.13.1+cu116
Datasets 2.10.1
Tokenizers 0.13.2

Library: transformers
Type: t5
License: apache-2.0
Created: Mar 18, 2023
Updated: Mar 18, 2023