distilbart-invoice-model-v2

likhithlucky/distilbart-invoice-model-v2

distilbart-invoice-model-v2 is a machine learning model from likhithlucky. 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, 2025
Updated: Apr 17, 2025
SHA: 0989ef2b

Base models

sshleifer/distilbart-cnn-6-6

Model card

From the Hugging Face model README

distilbart-invoice-model-v2

This model is a fine-tuned version of sshleifer/distilbart-cnn-6-6 on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.0344

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: 1e-05
train_batch_size: 4
eval_batch_size: 4
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: 6

Training results

Training Loss	Epoch	Step	Validation Loss
No log	1.0	96	0.0774
No log	2.0	192	0.0552
No log	3.0	288	0.0434
No log	4.0	384	0.0388
No log	5.0	480	0.0378
0.1611	6.0	576	0.0344

Framework versions

Transformers 4.51.3
Pytorch 2.6.0+cu124
Datasets 3.5.0
Tokenizers 0.21.1

Library: transformers
Type: bart
License: apache-2.0
Created: Apr 17, 2025
Updated: Apr 17, 2025