TH_mt5-base_spider

e22vvb/TH_mt5-base_spider

TH_mt5-base_spider is a machine learning model from e22vvb. 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

23% of all-time downloads

All-time downloads

Public

Repo size

11.7 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: Jan 9, 2024
Updated: Jan 9, 2024
SHA: 150ac220

Model card

From the Hugging Face model README

TH_mt5-base_spider

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

Loss: 0.5610
Rouge2 Precision: 0.0324
Rouge2 Recall: 0.0315
Rouge2 Fmeasure: 0.0309

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: 5e-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: 5

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge2 Precision	Rouge2 Recall	Rouge2 Fmeasure
No log	1.0	438	0.9649	0.0019	0.0019	0.0019
7.2087	2.0	876	0.6476	0.0203	0.0171	0.0179
0.94	3.0	1314	0.5898	0.0305	0.027	0.028
0.7387	4.0	1752	0.5669	0.0311	0.0283	0.029
0.6698	5.0	2190	0.5610	0.0324	0.0315	0.0309

Framework versions

Transformers 4.26.1
Pytorch 2.0.1+cu117
Datasets 2.14.7.dev0
Tokenizers 0.13.3

Library: transformers
Type: mt5
License: apache-2.0
Created: Jan 9, 2024
Updated: Jan 9, 2024