flan-t5-base-ARv1 / README.md
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metadata
license: apache-2.0
base_model: google/flan-t5-base
tags:
  - generated_from_trainer
model-index:
  - name: flan-t5-base-ARv1
    results: []

flan-t5-base-ARv1

This model is a fine-tuned version of google/flan-t5-base on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.8087
  • Exact Match: 17.1569
  • Gen Len: 4.0

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: 0.01
  • train_batch_size: 8
  • eval_batch_size: 8
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 4

Training results

Training Loss Epoch Step Validation Loss Exact Match Gen Len
0.8486 1.0 4246 0.8367 30.085 3.0
0.8316 2.0 8492 0.8192 17.1569 4.0
0.8266 3.0 12738 0.8136 17.1569 4.0
0.818 4.0 16984 0.8087 17.1569 4.0

Framework versions

  • Transformers 4.41.0
  • Pytorch 2.2.1
  • Datasets 2.19.1
  • Tokenizers 0.19.1