grammer_checker_model_1

salahyahya/grammer_checker_model_1

grammer_checker_model_1 is a machine learning model from salahyahya. 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 20, 2024
Updated: May 20, 2024
SHA: a4356c8e

Base models

Model card

From the Hugging Face model README

grammer_checker_model_1

This model is a fine-tuned version of t5-base on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.0002
Bleu: 0.006
Gen Len: 13.3816

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: 32
eval_batch_size: 32
seed: 42
gradient_accumulation_steps: 6
total_train_batch_size: 192
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 1
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len
No log	0.31	250	0.0004	0.006	13.3815
0.0009	0.63	500	0.0003	0.006	13.3809
0.0009	0.94	750	0.0002	0.006	13.3816

Framework versions

Transformers 4.39.3
Pytorch 2.1.2
Datasets 2.18.0
Tokenizers 0.15.2

Library: transformers
Type: t5
License: apache-2.0
Created: May 20, 2024
Updated: May 20, 2024