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End of training
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metadata
license: apache-2.0
base_model: google/flan-t5-base
tags:
  - generated_from_trainer
metrics:
  - rouge
model-index:
  - name: flant-t5-base-function-calling-v2
    results: []

flant-t5-base-function-calling-v2

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: 0.0000
  • Rouge1: 58.4419
  • Rouge2: 51.6603
  • Rougel: 58.4402
  • Rougelsum: 58.4419
  • Gen Len: 19.0

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: 5e-05
  • 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: 3

Training results

Training Loss Epoch Step Validation Loss Rouge1 Rouge2 Rougel Rougelsum Gen Len
0.0 1.0 15938 0.0000 58.4419 51.6602 58.44 58.4418 19.0
0.0 2.0 31876 0.0000 58.4419 51.6603 58.4402 58.4419 19.0
0.0 3.0 47814 0.0000 58.4419 51.6603 58.4402 58.4419 19.0

Framework versions

  • Transformers 4.38.2
  • Pytorch 2.2.1+cu121
  • Datasets 2.18.0
  • Tokenizers 0.15.2