thaisum_v1

petchbks01/thaisum_v1

thaisum_v1 is a machine learning model from petchbks01. 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 1, 2024
Updated: Apr 4, 2024
SHA: 8e1eb9fa

Base models

google-t5/t5-small

Model card

From the Hugging Face model README

thaisum_v1

This model is a fine-tuned version of google-t5/t5-small on the None dataset. It achieves the following results on the evaluation set:

Loss: 1.0891
Rouge1: 0.0133
Rouge2: 0.0
Rougel: 0.0133
Rougelsum: 0.0133
Gen Len: 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: 1e-06
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	Rougel	Rougelsum	Gen Len
No log	1.0	63	1.1309	0.0133	0.0133	0.0133	19.0
No log	2.0	126	1.1073	0.0133	0.0133	0.0133	19.0
No log	3.0	189	1.0936	0.0133	0.0133	0.0133	19.0
No log	4.0	252	1.0891	0.0133	0.0133	0.0133	19.0

Framework versions

Transformers 4.38.2
Pytorch 2.2.1+cu121
Datasets 2.18.0
Tokenizers 0.15.2

Library: transformers
Type: t5
License: apache-2.0
Created: Apr 1, 2024
Updated: Apr 4, 2024