Hugging Face's logo

xjlulu
/
ntu_adl_span_selection_macbert

Question Answering
Transformers
PyTorch
bert
Generated from Trainer
Inference Endpoints
Model card Files Community
ntu_adl_span_selection_macbert / README.md
xjlulu's picture
xjlulu
End of training
d455440
preview code
|
raw
history blame
1.46 kB
metadata
license: apache-2.0
base_model: hfl/chinese-macbert-base
tags:
  - generated_from_trainer
model-index:
  - name: ntu_adl_span_selection_roberta_macbert
    results: []

ntu_adl_span_selection_roberta_macbert

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

  • Loss: 0.6356

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: 3e-05
  • train_batch_size: 4
  • eval_batch_size: 1
  • seed: 42
  • gradient_accumulation_steps: 32
  • total_train_batch_size: 128
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 2

Training results

Training Loss Epoch Step Validation Loss
No log 1.0 169 0.6805
No log 1.99 338 0.6356

Framework versions

  • Transformers 4.34.1
  • Pytorch 2.1.0+cu118
  • Datasets 2.14.5
  • Tokenizers 0.14.1