EN_mt5-base_spider – AI Model by e22vvb | AlphaNeural AI

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EN_mt5-base_spider

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text2text-generation

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endpoints_compatible

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EN_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: 1.8036
Rouge2 Precision: 0.0
Rouge2 Recall: 0.0
Rouge2 Fmeasure: 0.0

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: 15

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge2 Precision	Rouge2 Recall	Rouge2 Fmeasure
No log	1.0	438	0.2132	0.009	0.0041	0.0051
6.2612	2.0	876	0.5214	0.0036	0.0013	0.0018
0.161	3.0	1314	0.4509	0.009	0.0038	0.0051
0.0989	4.0	1752	0.4065	0.0	0.0	0.0
0.0793	5.0	2190	0.3735	0.0	0.0	0.0
0.0657	6.0	2628	0.3679	0.0	0.0	0.0
0.0592	7.0	3066	0.3044	0.0016	0.0008	0.001
0.0557	8.0	3504	0.3032	0.0	0.0	0.0
0.0557	9.0	3942	0.3212	0.0014	0.002	0.0015
0.7984	10.0	4380	0.7433	0.0	0.0	0.0
0.9026	11.0	4818	0.0904	0.0	0.0	0.0
0.0419	12.0	5256	2.8192	0.0	0.0	0.0
0.0184	13.0	5694	0.7313	0.0	0.0	0.0
0.0121	14.0	6132	0.9688	0.0	0.0	0.0
0.0116	15.0	6570	1.8036	0.0	0.0	0.0

Framework versions

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