bartpho_queryrewriting_10epoch

qminh369/bartpho_queryrewriting_10epoch

bartpho_queryrewriting_10epoch 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: 71230ad5

Base models

vinai/bartpho-word

Model card

From the Hugging Face model README

bartpho_queryrewriting_10epoch

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: 1.9870

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: 28
eval_batch_size: 28
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss
2.1264	1.0	901	1.9870
2.4339	2.0	1802	7.5149
2.2428	3.0	2703	9.1814
2.2274	4.0	3604	8.1418
2.1944	5.0	4505	6.8951
2.1642	6.0	5406	7.9092
2.1312	7.0	6307	7.9537
2.1075	8.0	7208	8.6664
2.0891	9.0	8109	7.7073
2.077	10.0	9010	6.7505

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