mm2_news_summary_model

m2dev/mm2_news_summary_model

mm2_news_summary_model is a machine learning model from m2dev. 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 25, 2023
Updated: Apr 25, 2023
SHA: 0f1b3292

Model card

From the Hugging Face model README

mm2_news_summary_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: 2.2794
Rouge1: 0.2308
Rouge2: 0.1058
Rougel: 0.1902
Rougelsum: 0.1903
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: 2e-05
train_batch_size: 32
eval_batch_size: 32
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 2

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
No log	1.0	16	2.3275	0.2311	0.1045	0.1895	0.1898	19.0
No log	2.0	32	2.2794	0.2308	0.1058	0.1902	0.1903	19.0

Framework versions

Transformers 4.28.1
Pytorch 2.0.0
Datasets 2.11.0
Tokenizers 0.13.3

Library: transformers
Type: t5
License: apache-2.0
Created: Apr 25, 2023
Updated: Apr 25, 2023