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qa_by_bird_prompt_tuned

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metadata
license: apache-2.0
library_name: peft
tags:
  - generated_from_trainer
base_model: google/flan-t5-base
model-index:
  - name: qa_by_bird_prompt_tuned
    results: []

qa_by_bird_prompt_tuned

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

  • Loss: 4.3691

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: 0.1
  • train_batch_size: 4
  • eval_batch_size: 4
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 2

Training results

Training Loss Epoch Step Validation Loss
5.1801 1.0 1000 4.6097
4.7157 2.0 2000 4.3691

Framework versions

  • PEFT 0.11.1
  • Transformers 4.41.2
  • Pytorch 2.1.2
  • Datasets 2.19.2
  • Tokenizers 0.19.1