HuggingFaceTB / stack-edu-classifier-cpp

huggingface.co
Total runs: 212
24-hour runs: 0
7-day runs: -29
30-day runs: 105
Model's Last Updated: February 19 2025

Introduction of stack-edu-classifier-cpp

Model Details of stack-edu-classifier-cpp

stack-edu-classifier-cpp

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

  • Loss: 0.4333
  • Precision: 0.4421
  • Recall: 0.2865
  • F1 Macro: 0.3036
  • Accuracy: 0.5539
  • F1 Binary Minimum3: 0.6643
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: 128
  • eval_batch_size: 256
  • seed: 0
  • distributed_type: multi-GPU
  • num_devices: 2
  • total_train_batch_size: 256
  • 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: 10
Training results
Training Loss Epoch Step Validation Loss Precision Recall F1 Macro Accuracy F1 Binary Minimum3
No log 0 0 8.4963 0.0009 0.1667 0.0018 0.0053 0
0.4562 2.8986 1000 0.4489 0.4070 0.2717 0.2796 0.5560 0.6074
0.4439 5.7971 2000 0.4318 0.4336 0.2774 0.2904 0.5589 0.6484
0.4404 8.6957 3000 0.4333 0.4421 0.2865 0.3036 0.5539 0.6643
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-cpp on huggingface.co

212
Total runs
0
24-hour runs
8
3-day runs
-29
7-day runs
105
30-day runs

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