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flanT5_grammerly_ft – AI Model by kbbabu | AlphaNeural AI

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kbbabu/
flanT5_grammerly_ft

like

0

generated_from_trainer

grammarly/coedit

google/flan-t5-large

endpoints_compatible

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coedit-finetuned

This model is a fine-tuned version of google/flan-t5-large on an CoEdit dataset.

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: 0.0002
train_batch_size: 4
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 16
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 2
training_steps: 10

Training results

Framework versions

Transformers 4.34.0.dev0
Pytorch 2.0.1+cu118
Datasets 2.14.5
Tokenizers 0.13.3