HuggingFaceTB / stack-edu-classifier-csharp

huggingface.co
Total runs: 188
24-hour runs: -1
7-day runs: 37
30-day runs: 117
Model's Last Updated: February 19 2025

Introduction of stack-edu-classifier-csharp

Model Details of stack-edu-classifier-csharp

stack-edu-classifier-csharp

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

  • Loss: 0.3909
  • Precision: 0.3984
  • Recall: 0.2854
  • F1 Macro: 0.3003
  • Accuracy: 0.5899
  • F1 Binary Minimum3: 0.5623
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: 0.0003
  • train_batch_size: 64
  • eval_batch_size: 256
  • seed: 0
  • distributed_type: multi-GPU
  • num_devices: 2
  • total_train_batch_size: 128
  • total_eval_batch_size: 512
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_steps: 200
  • num_epochs: 20
Training results
Training Loss Epoch Step Validation Loss Precision Recall F1 Macro Accuracy F1 Binary Minimum3
No log 0 0 8.2411 0.0003 0.1667 0.0005 0.0016 0
0.4299 1.4881 1000 0.4111 0.4123 0.2649 0.2715 0.5735 0.5175
0.418 2.9762 2000 0.4012 0.4086 0.2720 0.2813 0.5821 0.5365
0.3985 4.4643 3000 0.4045 0.4014 0.2734 0.2813 0.5813 0.5126
0.4077 5.9524 4000 0.4067 0.3927 0.2809 0.2927 0.5706 0.5982
0.3982 7.4405 5000 0.4011 0.3943 0.2815 0.2930 0.5762 0.5937
0.4101 8.9286 6000 0.4368 0.3965 0.2810 0.2847 0.5513 0.6250
0.3944 10.4167 7000 0.4031 0.3897 0.2931 0.3075 0.5785 0.6004
0.4046 11.9048 8000 0.3938 0.3971 0.2797 0.2927 0.5872 0.5582
0.4008 13.3929 9000 0.3939 0.3964 0.2813 0.2928 0.5887 0.5410
0.3944 14.8810 10000 0.3917 0.4048 0.2805 0.2944 0.5869 0.5631
0.3925 16.3690 11000 0.3920 0.3962 0.2865 0.2997 0.5909 0.5614
0.3912 17.8571 12000 0.3909 0.4016 0.2838 0.2990 0.5899 0.5616
0.3873 19.3452 13000 0.3909 0.3984 0.2854 0.3003 0.5899 0.5623
Framework versions
  • Transformers 4.43.4
  • Pytorch 2.4.0+cu121
  • Datasets 2.21.0
  • Tokenizers 0.19.1

Runs of HuggingFaceTB stack-edu-classifier-csharp on huggingface.co

188
Total runs
-1
24-hour runs
14
3-day runs
37
7-day runs
117
30-day runs

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