bart-base-vn-ehealth-vn-tokenizer

GuysTrans/bart-base-vn-ehealth-vn-tokenizer

bart-base-vn-ehealth-vn-tokenizer is a machine learning model from GuysTrans. 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. --

Downloads · 30 days

11% of all-time downloads

All-time downloads

203

Public

Repo size

138 GB

Likes

Public

Hugging Face

Repo makeup

Click a slice to open those files.

.bin526 MB · 99%

At a glance

Library: transformers
License: apache-2.0
Model type: bart
Access: Public
Created: Nov 6, 2023
Updated: Nov 9, 2023
SHA: 2a2f74df

Spaces

GuysTrans/MedChatt

Model card

From the Hugging Face model README

bart-base-vn-ehealth-vn-tokenizer

This model is a fine-tuned version of GuysTrans/bart-base-vn-ehealth-vn-tokenizer on the None dataset. It achieves the following results on the evaluation set:

Loss: 1.8861
Rouge1: 18.3743
Rouge2: 8.2872
Rougel: 15.0815
Rougelsum: 16.566
Bleu-1: 0.0006
Bleu-2: 0.0004
Bleu-3: 0.0003
Bleu-4: 0.0002
Gen Len: 20.0

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: 1

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Bleu-1	Bleu-2	Bleu-3	Bleu-4	Gen Len
2.0519	1.0	21772	1.8861	18.3743	8.2872	15.0815	16.566	0.0006	0.0004	0.0003	0.0002	20.0

Framework versions

Transformers 4.33.0
Pytorch 2.0.0
Datasets 2.1.0
Tokenizers 0.13.3

Library: transformers
Type: bart
License: apache-2.0
Created: Nov 6, 2023
Updated: Nov 9, 2023