my_article_model

hussainBurhan/my_article_model

my_article_model is a machine learning model from hussainBurhan. 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: Feb 6, 2024
Updated: Feb 6, 2024
SHA: e6617ac7

Base models

Model card

From the Hugging Face model README

my_article_model

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

Loss: 3.3044
Rouge1: 0.2787
Rouge2: 0.0963
Rougel: 0.2397
Rougelsum: 0.2389
Gen Len: 18.625

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: 4

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
No log	1.0	50	3.6835	0.2565	0.0945	0.2292	0.228	19.0
No log	2.0	100	3.4297	0.2802	0.1022	0.2454	0.2447	18.895
No log	3.0	150	3.3322	0.2787	0.0966	0.2412	0.2409	18.755
No log	4.0	200	3.3044	0.2787	0.0963	0.2397	0.2389	18.625

Framework versions

Transformers 4.35.2
Pytorch 2.1.0+cu121
Datasets 2.16.1
Tokenizers 0.15.1

Library: transformers
Type: t5
License: apache-2.0
Created: Feb 6, 2024
Updated: Feb 6, 2024