Summary_model_trained_on_reduced_data

Samavia/Summary_model_trained_on_reduced_data

Summary_model_trained_on_reduced_data is a machine learning model from Samavia. 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: Oct 2, 2024
Updated: Oct 2, 2024
SHA: f2633d5a

Base models

Model card

From the Hugging Face model README

Summary_model_trained_on_reduced_data

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

Loss: 1.6040
Rouge1: 0.2182
Rouge2: 0.0945
Rougel: 0.1844
Rougelsum: 0.1842
Generated Length: 19.0

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: 2e-05
train_batch_size: 16
eval_batch_size: 16
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 3
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Generated Length
No log	1.0	431	1.6239	0.2169	0.0932	0.1827	0.1827	19.0
1.9203	2.0	862	1.6075	0.2167	0.0937	0.1829	0.1828	19.0
1.822	3.0	1293	1.6040	0.2182	0.0945	0.1844	0.1842	19.0

Framework versions

Transformers 4.44.2
Pytorch 2.4.1+cu121
Datasets 3.0.1
Tokenizers 0.19.1

Library: transformers
Type: t5
License: apache-2.0
Created: Oct 2, 2024
Updated: Oct 2, 2024