bart-base-japanese-RMT-tobyoki-150

kaifanli/bart-base-japanese-RMT-tobyoki-150

bart-base-japanese-RMT-tobyoki-150 is a machine learning model from kaifanli. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as cc-by-sa-4.0.

should probably proofread and complete it, then remove this comment. --

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Public

Updated Feb 23, 2024

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At a glance

License: cc-by-sa-4.0
Access: Public
Created: Feb 23, 2024
Updated: Feb 23, 2024
SHA: 16dacfe7

Model card

From the Hugging Face model README

bart-base-japanese-RMT-tobyoki-150

This model is a fine-tuned version of ku-nlp/bart-base-japanese on the None dataset. It achieves the following results on the evaluation set:

Loss: 2.7259
Rouge1: 13.9233
Rouge2: 1.4637
Rougel: 7.7275
Rougelsum: 11.0078
Gen Len: 3138.9

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: 3e-06
train_batch_size: 1
eval_batch_size: 1
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 10.0

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
No log	1.0	80	3.6662	13.7115	1.4711	7.3306	11.3636	5309.5
No log	2.0	160	3.2213	14.6314	1.7968	7.4991	11.9019	4975.8
No log	3.0	240	2.9746	14.628	1.6945	7.9077	11.4463	3886.6
No log	4.0	320	2.8153	13.9751	1.659	8.0324	11.3707	3328.4
No log	5.0	400	2.7259	13.9233	1.4637	7.7275	11.0078	3138.9

Framework versions

Transformers 4.30.0
Pytorch 2.0.1+cu117
Datasets 2.14.4
Tokenizers 0.13.3

License: cc-by-sa-4.0
Created: Feb 23, 2024
Updated: Feb 23, 2024