emnlp_3clusters

hungngo04/emnlp_3clusters

emnlp_3clusters 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: Jun 27, 2024
Updated: Jun 27, 2024
SHA: 11e32f62

Base models

facebook/bart-base

Model card

From the Hugging Face model README

emnlp_3clusters

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: 0.4400
Bleu: 65.7111
Gen Len: 10.7747

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
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len
0.8899	1.0	4678	0.6694	51.7138	10.7531
0.6279	2.0	9356	0.5098	61.1117	10.7783
0.5044	3.0	14034	0.4604	64.3603	10.7626
0.4415	4.0	18712	0.4400	65.7111	10.7747

Framework versions

Transformers 4.41.2
Pytorch 2.3.0+cu121
Datasets 2.20.0
Tokenizers 0.19.1

Library: transformers
Type: bart
License: apache-2.0
Created: Jun 27, 2024
Updated: Jun 27, 2024