bartpho_queryrewriting

qminh369/bartpho_queryrewriting

bartpho_queryrewriting is a machine learning model from qminh369. 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. --

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At a glance

Library: transformers
Model type: bart
Access: Public
Created: Jun 25, 2024
Updated: Jun 25, 2024
SHA: ff2f918d

Base models

vinai/bartpho-word

Model card

From the Hugging Face model README

bartpho_queryrewriting

This model is a fine-tuned version of vinai/bartpho-word on the None dataset. It achieves the following results on the evaluation set:

Loss: 1.9354

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: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 1

Training results

Training Loss	Epoch	Step	Validation Loss
2.8568	0.0634	100	2.0166
2.0219	0.1268	200	2.0005
2.0234	0.1902	300	1.9967
1.9833	0.2536	400	1.9947
2.0665	0.3171	500	1.9929
2.047	0.3805	600	1.9898
1.9644	0.4439	700	1.9765
1.9494	0.5073	800	1.9556
1.9489	0.5707	900	1.9532
1.9747	0.6341	1000	1.9481
1.936	0.6975	1100	1.9412
2.032	0.7609	1200	1.9402
1.94	0.8244	1300	1.9394
1.9489	0.8878	1400	1.9367
1.9946	0.9512	1500	1.9354

Framework versions

Transformers 4.41.2
Pytorch 2.3.1+cu118
Datasets 2.20.0
Tokenizers 0.19.1

Library: transformers
Type: bart
Created: Jun 25, 2024
Updated: Jun 25, 2024