IMLLA_1

gabrielwlodar/IMLLA_1

IMLLA_1 is a machine learning model from gabrielwlodar. 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: Nov 23, 2024
Updated: Nov 23, 2024
SHA: 54bfed58

Base models

facebook/bart-large

Datasets

iva_mt_wslot

Model card

From the Hugging Face model README

IMLLA_1

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

Loss: 1.1457
Bleu: 20.3673
Gen Len: 17.8976

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: 16
eval_batch_size: 16
seed: 42
optimizer: Use 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: 1
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len
0.9733	1.0	1273	1.1457	20.3673	17.8976

Framework versions

Transformers 4.46.2
Pytorch 2.5.1+cu121
Datasets 3.1.0
Tokenizers 0.20.3

Library: transformers
Type: bart
License: apache-2.0
Created: Nov 23, 2024
Updated: Nov 23, 2024