Question_model_1

kikaigakushuu/Question_model_1

Question_model_1 is a machine learning model from kikaigakushuu. 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 cc-by-sa-4.0.

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

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At a glance

Library: transformers
License: cc-by-sa-4.0
Model type: t5
Access: Public
Created: Nov 27, 2024
Updated: Nov 30, 2024
SHA: 659b7f39

Base models

retrieva-jp/t5-base-medium

Model card

From the Hugging Face model README

Question_model_1

This model is a fine-tuned version of retrieva-jp/t5-base-medium on the None dataset. It achieves the following results on the evaluation set:

Loss: 1.2892
Rouge1: 0.086
Rouge2: 0.0236
Rougel: 0.0858
Rougelsum: 0.0856
Gen Len: 16.5234

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: 3

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
1.6228	1.0	7858	1.3471	0.0811	0.0207	0.0811	0.0811	16.6484
1.5099	2.0	15716	1.2962	0.0863	0.0231	0.0863	0.0861	16.5369
1.499	3.0	23574	1.2892	0.086	0.0236	0.0858	0.0856	16.5234

Framework versions

Transformers 4.44.2
Pytorch 2.4.1+cu121
Datasets 3.1.0
Tokenizers 0.19.1

Library: transformers
Type: t5
License: cc-by-sa-4.0
Created: Nov 27, 2024
Updated: Nov 30, 2024