greek-mt5-4ep-512

chaido13/greek-mt5-4ep-512

greek-mt5-4ep-512 is a machine learning model from chaido13. 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. --

Downloads · 30 days

5% of all-time downloads

All-time downloads

208

Public

Repo size

9.3 GB

Likes

Public

Hugging Face

Repo makeup

Click a slice to open those files.

.bin2.3 GB · 99%

At a glance

Library: transformers
License: apache-2.0
Model type: mt5
Access: Public
Created: Mar 4, 2023
Updated: Mar 4, 2023
SHA: 5db13146

Datasets

squad_modified_for_t5_qg_2

Model card

From the Hugging Face model README

greek-mt5-4ep-512

This model is a fine-tuned version of google/mt5-base on the squad_modified_for_t5_qg_2 dataset. It achieves the following results on the evaluation set:

Loss: 1.2918

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: 0.0001
train_batch_size: 4
eval_batch_size: 4
seed: 42
gradient_accumulation_steps: 16
total_train_batch_size: 64
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
4.7423	0.34	100	1.5884
1.916	0.67	200	1.4395
1.8001	1.01	300	1.3888
1.7045	1.35	400	1.3651
1.6636	1.69	500	1.3388
1.6221	2.03	600	1.3208
1.5904	2.36	700	1.3144
1.5694	2.7	800	1.3106
1.5576	3.04	900	1.3017
1.5428	3.38	1000	1.2966
1.5243	3.72	1100	1.2918

Framework versions

Transformers 4.27.0.dev0
Pytorch 1.13.1+cu116
Datasets 2.10.1
Tokenizers 0.13.2

Library: transformers
Type: mt5
License: apache-2.0
Created: Mar 4, 2023
Updated: Mar 4, 2023