boda / hs1024-nh32-nl24_custom

huggingface.co
Total runs: 2
24-hour runs: 0
7-day runs: 0
30-day runs: 0
Model's Last Updated: March 14 2024
text-classification

Introduction of hs1024-nh32-nl24_custom

Model Details of hs1024-nh32-nl24_custom

hs1024-nh32-nl24_custom

This model is a fine-tuned version of on the massive dataset. It achieves the following results on the evaluation set:

  • Loss: 3.7997
  • Accuracy: 0.0568
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: 0.0002
  • train_batch_size: 4
  • eval_batch_size: 8
  • seed: 42
  • gradient_accumulation_steps: 2
  • total_train_batch_size: 8
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_ratio: 0.1
  • num_epochs: 15
Training results
Training Loss Epoch Step Validation Loss Accuracy
3.8643 0.35 500 3.8025 0.0516
3.8404 0.69 1000 3.8096 0.0443
3.888 1.04 1500 3.8620 0.0271
3.8807 1.39 2000 3.8388 0.0620
Framework versions
  • Transformers 4.35.2
  • Pytorch 2.0.1+cu117
  • Datasets 2.14.5
  • Tokenizers 0.14.0

Runs of boda hs1024-nh32-nl24_custom on huggingface.co

2
Total runs
0
24-hour runs
0
3-day runs
0
7-day runs
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30-day runs

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hs1024-nh32-nl24_custom install

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https://huggingface.co/boda/hs1024-nh32-nl24_custom

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Total runs: 41
Run Growth: 5
Growth Rate: 12.20%
Updated:September 18 2023