movie_summarize_model

suthanhcong/movie_summarize_model

movie_summarize_model is a machine learning model from suthanhcong. 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: May 26, 2024
Updated: May 26, 2024
SHA: 1ca6d536

Base models

Model card

From the Hugging Face model README

movie_summarize_model

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

Loss: 3.3072
Rouge1: 0.1621
Rouge2: 0.0398
Rougel: 0.1305
Rougelsum: 0.1304
Gen Len: 18.9634

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: 1
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
3.5827	1.0	573	3.3072	0.1621	0.0398	0.1305	0.1304	18.9634

Framework versions

Transformers 4.41.0
Pytorch 2.3.0+cu121
Datasets 2.19.1
Tokenizers 0.19.1

Library: transformers
Type: t5
License: apache-2.0
Created: May 26, 2024
Updated: May 26, 2024