kp-mt5-large

jhpassion0621/kp-mt5-large

kp-mt5-large is a machine learning model from jhpassion0621. 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 apache-2.0.

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

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At a glance

Library: transformers
License: apache-2.0
Model type: mt5
Access: Public
Created: Feb 6, 2024
Updated: Mar 11, 2024
SHA: 339911d9

Model card

From the Hugging Face model README

kp-mt5-large

This model is a fine-tuned version of jhpassion0621/kp-mt5-large on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.5586
Bleu: 43.3983
Gen Len: 45.6585

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: 2.59e-05
train_batch_size: 16
eval_batch_size: 32
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 64
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 2

Training results

Training Loss	Epoch	Step	Bleu	Gen Len	Validation Loss
1.0364	0.29	17000	32.5573	44.7582	0.8278
0.8819	0.58	34000	37.1161	45.0568	0.7062
0.7731	0.87	51000	40.329	45.7359	0.6188
0.7339	1.16	68000	41.7643	45.8618	0.5866
0.7093	1.45	85000	42.6878	45.5649	0.5657
0.6818	1.74	102000	43.2023	45.7701	0.5609
0.6739	2.00	117444	43.3983	45.6585	0.5586

Framework versions

Transformers 4.35.2
Pytorch 2.1.0+cu121
Datasets 2.17.0
Tokenizers 0.15.1

Library: transformers
Type: mt5
License: apache-2.0
Created: Feb 6, 2024
Updated: Mar 11, 2024