pretrain_Law_model_bartpho_version1 – AI Model by KingLTD | AlphaNeural AI

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KingLTD/
pretrain_Law_model_bartpho_version1

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text2text-generation

generated_from_trainer

vinai/bartpho-syllable

endpoints_compatible

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pretrain_Law_model_bartpho_version1

This model is a fine-tuned version of vinai/bartpho-syllable on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.2879
Rouge1: 0.4482
Rouge2: 0.3252
Rougel: 0.3897
Rougelsum: 0.4055

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: 8
eval_batch_size: 8
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	Rouge1	Rouge2	Rougel	Rougelsum
No log	1.0	245	0.3270	0.4333	0.2996	0.3650	0.3815
No log	2.0	490	0.3024	0.4400	0.3072	0.3731	0.3938
0.6695	3.0	735	0.2883	0.4411	0.3186	0.3829	0.3996
0.6695	4.0	980	0.2820	0.4484	0.3255	0.3883	0.4046
0.2387	5.0	1225	0.2822	0.4500	0.3221	0.3876	0.4050
0.2387	6.0	1470	0.2806	0.4483	0.3224	0.3875	0.4049
0.1843	7.0	1715	0.2852	0.4471	0.3235	0.3870	0.4037
0.1843	8.0	1960	0.2844	0.4466	0.3216	0.3850	0.4020
0.1515	9.0	2205	0.2866	0.4504	0.3265	0.3900	0.4066
0.1515	10.0	2450	0.2879	0.4482	0.3252	0.3897	0.4055

Framework versions

Transformers 4.32.1
Pytorch 2.0.1+cu118
Datasets 2.14.4
Tokenizers 0.13.3