cluster_to_text_bart_large_train

hungngo04/cluster_to_text_bart_large_train

cluster_to_text_bart_large_train is a machine learning model from hungngo04. 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: Jul 23, 2023
Updated: Jul 23, 2023
SHA: 1fdff755

Base models

facebook/bart-large

Model card

From the Hugging Face model README

cluster_to_text_bart_large_train

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

Loss: 0.3172
Bleu: 92.3793
Gen Len: 10.8549

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: 4

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len
0.3977	1.0	4678	0.4944	84.1681	10.8598
0.1962	2.0	9356	0.3584	89.7412	10.8781
0.1123	3.0	14034	0.3206	91.6575	10.8484
0.077	4.0	18712	0.3172	92.3793	10.8549

Framework versions

Transformers 4.31.0
Pytorch 2.0.1+cu118
Datasets 2.13.1
Tokenizers 0.13.3

Library: transformers
Type: bart
License: apache-2.0
Created: Jul 23, 2023
Updated: Jul 23, 2023