Megagon_step3

Tottin/Megagon_step3

Megagon_step3 is a machine learning model from Tottin. 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: Oct 13, 2023
Updated: Oct 13, 2023
SHA: c1499229

Base models

p1atdev/t5-base-xlsum-ja

Model card

From the Hugging Face model README

Megagon_step3

This model is a fine-tuned version of p1atdev/t5-base-xlsum-ja on the None dataset. It achieves the following results on the evaluation set:

Loss: 1.1857
Rouge1: 0.2252
Rouge2: 0.0901
Rougel: 0.2243
Rougelsum: 0.2239
Gen Len: 10.8153

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: 16
eval_batch_size: 16
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 4

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
No log	1.0	79	2.2342	0.2695	0.1327	0.2702	0.2686	11.036
No log	2.0	158	1.3641	0.267	0.1222	0.2674	0.2634	10.9775
No log	3.0	237	1.2064	0.2307	0.099	0.2297	0.229	10.9324
No log	4.0	316	1.1857	0.2252	0.0901	0.2243	0.2239	10.8153

Framework versions

Transformers 4.34.0
Pytorch 2.0.1+cu118
Datasets 2.14.5
Tokenizers 0.14.1

Library: transformers
Type: t5
License: cc-by-sa-4.0
Created: Oct 13, 2023
Updated: Oct 13, 2023