---
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: []
---

<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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# FlanT5 XL Grammarly CoEdit: Text Editing by Task-Specific Instruction Tuning

This model is a fine-tuned version of [google/flan-t5-xl](https://huggingface.co/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