my_model

piyush-sharma/my_model

my_model is a machine learning model from piyush-sharma. 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: t5
Access: Public
Created: Apr 16, 2023
Updated: Apr 16, 2023
SHA: e33cb3eb

Model card

From the Hugging Face model README

my_model

This model is a fine-tuned version of t5-small on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.2877
Bleu: 0.0001
Gen Len: 17.7878

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: 10
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len
0.3656	1.0	1000	0.3225	0.0	18.175
0.3395	2.0	2000	0.3070	0.0	18.193
0.3266	3.0	3000	0.2998	0.0	18.0902
0.3142	4.0	4000	0.2957	0.0	17.8615
0.3155	5.0	5000	0.2925	0.0	17.8932
0.3045	6.0	6000	0.2908	0.0	17.8382
0.3093	7.0	7000	0.2894	0.0	17.8515
0.3012	8.0	8000	0.2885	0.0001	17.827
0.3007	9.0	9000	0.2878	0.0	17.7822
0.302	10.0	10000	0.2877	0.0001	17.7878

Framework versions

Transformers 4.28.1
Pytorch 2.0.0+cu118
Datasets 2.11.0
Tokenizers 0.13.3

Library: transformers
Type: t5
License: apache-2.0
Created: Apr 16, 2023
Updated: Apr 16, 2023