bart-base-japanese-RMT-tobyoki-20

kaifanli/bart-base-japanese-RMT-tobyoki-20

bart-base-japanese-RMT-tobyoki-20 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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Hugging Face

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At a glance

License: cc-by-sa-4.0
Access: Public
Created: Feb 23, 2024
Updated: Feb 23, 2024
SHA: 714476f3

Model card

From the Hugging Face model README

bart-base-japanese-RMT-tobyoki-20

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: 2.7005
Rouge1: 11.3587
Rouge2: 1.08
Rougel: 7.6075
Rougelsum: 9.5106
Gen Len: 3081.5

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	3.6825	13.5761	1.278	7.6282	11.0138	4290.4
No log	2.0	160	3.2193	14.217	1.5027	7.9016	11.015	4244.5
No log	3.0	240	2.9484	13.4372	1.312	8.0882	10.727	3350.9
No log	4.0	320	2.7949	12.6469	0.9666	7.9801	10.0949	3331.2
No log	5.0	400	2.7005	11.3587	1.08	7.6075	9.5106	3081.5

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