bart-base-combined

TerryLaw535/bart-base-combined

bart-base-combined is a machine learning model from TerryLaw535. 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: bart
Access: Public
Created: Apr 17, 2024
Updated: Apr 20, 2024
SHA: b1878a40

Base models

facebook/bart-base

Model card

From the Hugging Face model README

bart-base-combined

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

Loss: 2.2529
Rouge1: 39.474
Rouge2: 15.406
Rougel: 27.6651
Rougelsum: 36.2084
Gen Len: 75.5717

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: 5e-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

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
2.5384	1.0	5435	2.3837	38.4347	14.2933	26.4507	35.1406	80.9404
2.2422	2.0	10870	2.3314	38.8455	14.6495	27.0452	35.4609	77.2153
2.0497	3.0	16305	2.3032	39.0212	14.8913	27.3328	35.7033	75.7681

Framework versions

Transformers 4.38.2
Pytorch 2.2.1+cu121
Datasets 2.18.0
Tokenizers 0.15.2

Library: transformers
Type: bart
License: apache-2.0
Created: Apr 17, 2024
Updated: Apr 20, 2024