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MiniLMv2-L6-H768-distilled-from-RoBERTa-Large-finetuned-wikitext103

This model is a fine-tuned version of nreimers/MiniLMv2-L6-H768-distilled-from-RoBERTa-Large on the wikitext dataset. It achieves the following results on the evaluation set:

  • Loss: 3.7556

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: 32
  • eval_batch_size: 32
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 3.0

Training results

Training Loss Epoch Step Validation Loss
4.6806 1.0 3125 3.9691
4.0441 2.0 6250 3.7885
3.9509 3.0 9375 3.7556

Framework versions

  • Transformers 4.16.2
  • Pytorch 1.8.1
  • Datasets 1.11.0
  • Tokenizers 0.10.3
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Dataset used to train saghar/MiniLMv2-L6-H768-distilled-from-RoBERTa-Large-finetuned-wikitext103