mt5-base-headline_WithIp_category_only

mdosama39/mt5-base-headline_WithIp_category_only

mt5-base-headline_WithIp_category_only is a machine learning model from mdosama39. Use it for the machine learning task on the model card, and read the license before you ship it in a product. 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

License: apache-2.0
Model type: mt5
Access: Public
Created: Aug 12, 2024
Updated: Aug 12, 2024
SHA: edf01930

Base models

google/mt5-base

Model card

From the Hugging Face model README

mt5-base-headline_WithIp_category_only

This model is a fine-tuned version of google/mt5-base on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.6868
Rouge1: 0.0
Rouge2: 0.0
Rougel: 0.0
Rougelsum: 0.0
Gen Len: 16.2159

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: 8
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 5

Training results

Training Loss	Epoch	Step	Validation Loss	Gen Len
1.4787	1.0	202	0.9520	15.129
0.77	2.0	404	0.7992	15.4442
0.7207	3.0	606	0.7263	16.2531
0.6078	4.0	808	0.6868	16.2159

Framework versions

Transformers 4.42.4
Pytorch 2.3.1+cu121
Datasets 2.20.0
Tokenizers 0.19.1

Type: mt5
License: apache-2.0
Created: Aug 12, 2024
Updated: Aug 12, 2024