my_awesome_model

RachaelHumphreys/my_awesome_model

my_awesome_model is a machine learning model from RachaelHumphreys. 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: Apr 17, 2023
Updated: Apr 22, 2023
SHA: 9ae7a402

Model card

From the Hugging Face model README

my_awesome_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: 0.3958
Rouge1: 0.5268
Rouge2: 0.3993
Rougel: 0.5121
Rougelsum: 0.5117
Gen Len: 18.9971

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: 15
eval_batch_size: 15
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	275	0.8396	0.4085	0.2121	0.3896	0.3893	18.8847
1.5912	2.0	550	0.4959	0.5262	0.386	0.5069	0.5065	18.9952
1.5912	3.0	825	0.4168	0.5279	0.3979	0.5119	0.5115	18.9971
0.6574	4.0	1100	0.3958	0.5268	0.3993	0.5121	0.5117	18.9971

Framework versions

Transformers 4.28.1
Pytorch 2.0.0+cu118
Datasets 2.11.0
Tokenizers 0.13.3

Library: transformers
Type: t5
License: apache-2.0
Created: Apr 17, 2023
Updated: Apr 22, 2023