my_topic_summarizer_model

Pudja2001/my_topic_summarizer_model

my_topic_summarizer_model is a machine learning model from Pudja2001. 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: Jun 5, 2023
Updated: Jun 5, 2023
SHA: c0549c60

Datasets

billsum

Model card

From the Hugging Face model README

my_topic_summarizer_model

This model is a fine-tuned version of t5-small on the billsum dataset. It achieves the following results on the evaluation set:

Loss: 2.5156
Rouge1: 0.1397
Rouge2: 0.0518
Rougel: 0.1165
Rougelsum: 0.1167
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: 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	Rouge2	Rougel	Rougelsum	Gen Len
No log	1.0	62	2.8052	0.1345	0.0434	0.1134	0.1132	19.0
No log	2.0	124	2.5971	0.1365	0.0485	0.1151	0.1151	19.0
No log	3.0	186	2.5328	0.1413	0.0525	0.1177	0.1179	19.0
No log	4.0	248	2.5156	0.1397	0.0518	0.1165	0.1167	19.0

Framework versions

Transformers 4.29.2
Pytorch 2.0.1+cu118
Datasets 2.12.0
Tokenizers 0.13.3

Library: transformers
Type: t5
License: apache-2.0
Created: Jun 5, 2023
Updated: Jun 5, 2023