my_awesome_billsum_model2

SyedShaheer/my_awesome_billsum_model2

my_awesome_billsum_model2 is a machine learning model from SyedShaheer. 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 mit.

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

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At a glance

Library: transformers
License: mit
Model type: bart
Access: Public
Created: Dec 18, 2023
Updated: Dec 18, 2023
SHA: 9161a3bf

Model card

From the Hugging Face model README

my_awesome_billsum_model2

This model is a fine-tuned version of facebook/bart-large-cnn on the None dataset. It achieves the following results on the evaluation set:

Loss: 2.5164
Rouge1: 0.3675
Rouge2: 0.137
Rougel: 0.3075
Rougelsum: 0.3075
Gen Len: 69.3333

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: 2
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
No log	1.0	1	2.7652	0.4015	0.1777	0.31	0.31	68.6667
No log	2.0	2	2.5164	0.3675	0.137	0.3075	0.3075	69.3333

Framework versions

Transformers 4.27.2
Pytorch 2.1.1
Datasets 2.11.0
Tokenizers 0.13.3

Library: transformers
Type: bart
License: mit
Created: Dec 18, 2023
Updated: Dec 18, 2023