metadata

license: apache-2.0
tags:
  - paraphrasing
  - generated_from_trainer
model-index:
  - name: t5-paraphrase-paws-msrp-opinosis-finetuned-parasci
    results: []

t5-paraphrase-paws-msrp-opinosis-finetuned-parasci

This model is a fine-tuned version of ceshine/t5-paraphrase-paws-msrp-opinosis on an unknown dataset. It achieves the following results on the evaluation set:

eval_loss: 2.4850
eval_rouge1: 30.3118
eval_rouge2: 13.2806
eval_rougeL: 27.7503
eval_rougeLsum: 27.7465
eval_runtime: 83.1986
eval_samples_per_second: 58.823
eval_steps_per_second: 1.839
epoch: 1.98
step: 21000

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: 5.6e-05
train_batch_size: 32
eval_batch_size: 32
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 2
mixed_precision_training: Native AMP

Framework versions

Transformers 4.18.0
Pytorch 1.11.0
Datasets 2.1.0
Tokenizers 0.12.1