t5-small-legal-summarizer

easwar03/t5-small-legal-summarizer

t5-small-legal-summarizer is a machine learning model from easwar03. 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: Nov 1, 2024
Updated: Nov 1, 2024
SHA: 7e2b34dd

Base models

Model card

From the Hugging Face model README

t5-small-legal-summarizer

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

Loss: 2.9930
Rouge1: 22.9243
Rouge2: 7.1417
Rougel: 18.8502
Rougelsum: 19.6924
Gen Len: 17.5222

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: 4
eval_batch_size: 4
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 3
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
No log	1.0	89	3.0995	23.1688	7.6038	19.0864	20.241	18.1778
No log	2.0	178	3.0162	23.35	7.1787	19.2791	20.0032	17.6222
No log	3.0	267	2.9930	22.9243	7.1417	18.8502	19.6924	17.5222

Framework versions

Transformers 4.44.2
Pytorch 2.5.0+cu121
Datasets 3.1.0
Tokenizers 0.19.1

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