masked-sentence-generation

TasmiaAzmi/masked-sentence-generation

masked-sentence-generation is a machine learning model from TasmiaAzmi. 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: May 11, 2023
Updated: May 17, 2023
SHA: 261320eb

Model card

From the Hugging Face model README

masked-sentence-generation

This model is a fine-tuned version of TasmiaAzmi/masked-sentence-generation on the None dataset. It achieves the following results on the evaluation set:

Loss: 2.6685

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
2.8159	0.98	100	2.6620
2.7161	1.96	200	2.6630
2.6516	2.94	300	2.6663
2.6142	3.92	400	2.6685

Framework versions

Transformers 4.28.1
Pytorch 2.0.0
Datasets 2.12.0
Tokenizers 0.11.0

Library: transformers
Type: t5
License: apache-2.0
Created: May 11, 2023
Updated: May 17, 2023