flan-t5-coedit-xl / README.md
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metadata
language:
  - en
license: apache-2.0
library_name: peft
tags:
  - generated_from_trainer
  - text2text-generation
base_model: google/flan-t5-xl
datasets:
  - grammarly/coedit
model-index:
  - name: >-
      FlanT5 XL Grammarly CoEdit: Text Editing by Task-Specific Instruction
      Tuning
    results: []

FlanT5 XL Grammarly CoEdit: Text Editing by Task-Specific Instruction Tuning

This model is a fine-tuned version of google/flan-t5-xl on the coedit dataset. It achieves the following results on the evaluation set:

  • Loss: 0.5379

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: 8
  • eval_batch_size: 8
  • seed: 42
  • gradient_accumulation_steps: 4
  • total_train_batch_size: 32
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 1

Training results

Training Loss Epoch Step Validation Loss
0.6654 1.0 2158 0.5379

Framework versions

  • PEFT 0.10.0
  • Transformers 4.39.3
  • Pytorch 2.1.2
  • Datasets 2.18.0
  • Tokenizers 0.15.2