bart-copy-mechanism

bashyaldhiraj2067/bart-copy-mechanism

bart-copy-mechanism is a machine learning model from bashyaldhiraj2067. 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.

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

Downloads · 30 days

13% of all-time downloads

All-time downloads

Public

Parameters

44.7M

2.5 GB on disk

Likes

Public

Hugging Face

Repo makeup

Click a slice to open those files.

.safetensors179 MB · 100%

At a glance

Library: transformers
Model type: bart
Access: Public
Created: Apr 8, 2025
Updated: Apr 8, 2025
SHA: e5bd5fc0

Model card

From the Hugging Face model README

bart-copy-mechanism

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

Loss: 0.0335

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: 64
eval_batch_size: 64
seed: 42
optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
num_epochs: 5
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
0.4853	0.3658	2500	0.2050
0.1517	0.7315	5000	0.0839
0.0833	1.0973	7500	0.0652
0.0624	1.4631	10000	0.0491
0.0508	1.8288	12500	0.0441
0.0459	2.1946	15000	0.0410
0.0431	2.5604	17500	0.0387
0.0408	2.9261	20000	0.0373
0.0391	3.2919	22500	0.0361
0.0379	3.6576	25000	0.0350
0.0371	4.0234	27500	0.0343
0.0361	4.3892	30000	0.0339
0.0357	4.7549	32500	0.0335

Framework versions

Transformers 4.50.3
Pytorch 2.6.0+cu124
Datasets 3.5.0
Tokenizers 0.21.1

Library: transformers
Type: bart
Created: Apr 8, 2025
Updated: Apr 8, 2025