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emnlp_3clusters

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metadata
license: apache-2.0
base_model: facebook/bart-base
tags:
  - generated_from_trainer
metrics:
  - bleu
model-index:
  - name: emnlp_3clusters
    results: []

emnlp_3clusters

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

  • Loss: 0.4400
  • Bleu: 65.7111
  • Gen Len: 10.7747

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: 16
  • eval_batch_size: 16
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 4
  • mixed_precision_training: Native AMP

Training results

Training Loss Epoch Step Validation Loss Bleu Gen Len
0.8899 1.0 4678 0.6694 51.7138 10.7531
0.6279 2.0 9356 0.5098 61.1117 10.7783
0.5044 3.0 14034 0.4604 64.3603 10.7626
0.4415 4.0 18712 0.4400 65.7111 10.7747

Framework versions

  • Transformers 4.41.2
  • Pytorch 2.3.0+cu121
  • Datasets 2.20.0
  • Tokenizers 0.19.1