bart-large-japanese-RMT-tobyoki-20

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

bart-large-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 24, 2024

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24.8 GB

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Hugging Face

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At a glance

License: cc-by-sa-4.0
Access: Public
Created: Feb 24, 2024
Updated: Feb 24, 2024
SHA: 5882b1c2

Model card

From the Hugging Face model README

bart-large-japanese-RMT-tobyoki-20

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

Loss: 2.4333
Rouge1: 10.4455
Rouge2: 0.9997
Rougel: 7.6259
Rougelsum: 9.0518
Gen Len: 2098.2

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: 2
eval_batch_size: 2
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	40	3.1809	9.7012	1.3824	6.3532	8.4445	3000.0
No log	2.0	80	2.8693	11.308	1.6656	6.9919	9.8495	2980.5
No log	3.0	120	2.6873	11.7005	1.6944	7.3988	10.0862	2702.3
No log	4.0	160	2.5541	10.815	1.2578	7.4659	9.1837	2275.6
No log	5.0	200	2.4785	10.5975	1.0925	7.6191	9.357	2157.6
No log	6.0	240	2.4333	10.4455	0.9997	7.6259	9.0518	2098.2

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 24, 2024
Updated: Feb 24, 2024