legal_bart_large_cnn

hammadali1805/legal_bart_large_cnn

legal_bart_large_cnn is a machine learning model from hammadali1805. 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 peft. The card lists the license as mit.

should probably proofread and complete it, then remove this comment. --

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Hugging Face

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At a glance

Library: peft
License: mit
Access: Public
Created: Jun 25, 2024
Updated: Jun 25, 2024
SHA: be0a6346

Base models

facebook/bart-large-cnn

Model card

From the Hugging Face model README

legal_bart_large_cnn

This model is a fine-tuned version of facebook/bart-large-cnn on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 2.2520
Rouge1: 0.489
Rouge2: 0.2433
Rougel: 0.3262
Rougelsum: 0.3267
Gen Len: 137.2973

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: 3
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
No log	1.0	352	2.3127	0.4831	0.2372	0.3195	0.3198	136.5541
2.4898	2.0	704	2.2627	0.4883	0.2432	0.3257	0.326	136.9211
2.3583	3.0	1056	2.2520	0.489	0.2433	0.3262	0.3267	137.2973

Framework versions

PEFT 0.11.1
Transformers 4.41.2
Pytorch 2.3.0+cu121
Datasets 2.20.0
Tokenizers 0.19.1

Library: peft
License: mit
Created: Jun 25, 2024
Updated: Jun 25, 2024