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colflor_ufo

This model is a fine-tuned version of ahmed-masry/ColFlor on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 0.3226

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: 4
  • eval_batch_size: 8
  • seed: 42
  • optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_steps: 100
  • num_epochs: 1

Training results

Training Loss Epoch Step Validation Loss
0.2958 0.1636 80 0.3884
0.2733 0.3272 160 0.3616
0.3582 0.4908 240 0.3421
0.2381 0.6544 320 0.3312
0.2368 0.8180 400 0.3255
0.2428 0.9816 480 0.3226

Framework versions

  • PEFT 0.11.1
  • Transformers 4.50.0.dev0
  • Pytorch 2.2.1+cu121
  • Datasets 3.3.1
  • Tokenizers 0.21.0
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