QA-model-sberquad / README.md
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metadata
base_model: abletobetable/mdeberta-ru-qa
tags:
  - generated_from_trainer
datasets:
  - sberquad
model-index:
  - name: QA-model-sberquad
    results: []

QA-model-sberquad

This model is a fine-tuned version of abletobetable/mdeberta-ru-qa on the sberquad dataset. It achieves the following results on the evaluation set:

  • Loss: 5.4460

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: 0.001
  • train_batch_size: 25
  • eval_batch_size: 25
  • seed: 2023
  • 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
No log 1.0 1 5.5147
No log 2.0 2 5.4475
No log 3.0 3 5.4460

Framework versions

  • Transformers 4.35.0
  • Pytorch 2.1.0+cu118
  • Datasets 2.14.6
  • Tokenizers 0.14.1