basso4_eng_to_vie_model

basso4/basso4_eng_to_vie_model

basso4_eng_to_vie_model is a machine learning model from basso4. 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: t5
Access: Public
Created: Oct 27, 2023
Updated: Oct 27, 2023
SHA: 736ceb51

Datasets

mt_eng_vietnamese

Model card

From the Hugging Face model README

basso4_eng_to_vie_model

This model was trained from scratch on the mt_eng_vietnamese dataset. It achieves the following results on the evaluation set:

Loss: 0.9999
Bleu: 1.3777
Gen Len: 18.7953

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: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len
1.3485	1.0	6666	1.2151	0.9294	18.7893
1.2969	2.0	13332	1.1510	1.0593	18.7881
1.2426	3.0	19998	1.1053	1.1598	18.7873
1.2067	4.0	26664	1.0713	1.2393	18.789
1.1809	5.0	33330	1.0469	1.2853	18.7894
1.1575	6.0	39996	1.0288	1.3227	18.7899
1.1407	7.0	46662	1.0154	1.3405	18.7937
1.1295	8.0	53328	1.0071	1.3657	18.7943
1.1241	9.0	59994	1.0014	1.3753	18.7953
1.1209	10.0	66660	0.9999	1.3777	18.7953

Framework versions

Transformers 4.33.0
Pytorch 2.0.0
Datasets 2.1.0
Tokenizers 0.13.3

Library: transformers
Type: t5
Created: Oct 27, 2023
Updated: Oct 27, 2023