HuggingFaceTB / stack-edu-classifier-ruby

huggingface.co
Total runs: 67
24-hour runs: 6
7-day runs: 16
30-day runs: 29
Model's Last Updated: February 19 2025

Introduction of stack-edu-classifier-ruby

Model Details of stack-edu-classifier-ruby

stack-edu-classifier-ruby

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

  • Loss: 0.3282
  • Precision: 0.4623
  • Recall: 0.3260
  • F1 Macro: 0.3536
  • Accuracy: 0.6657
  • F1 Binary Minimum3: 0.6101
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 4.7647 0.0010 0.1667 0.0020 0.0062 0
0.358 1.4368 1000 0.3549 0.4093 0.2953 0.3072 0.6513 0.5882
0.3559 2.8736 2000 0.3425 0.4649 0.3087 0.3294 0.6571 0.6143
0.3534 4.3103 3000 0.3391 0.4318 0.3144 0.3349 0.6586 0.6149
0.3539 5.7471 4000 0.3394 0.4219 0.3244 0.3446 0.6579 0.6298
0.3585 7.1839 5000 0.3359 0.4756 0.3106 0.3350 0.6622 0.6069
0.3476 8.6207 6000 0.3339 0.4551 0.3178 0.3415 0.6638 0.6082
0.3496 10.0575 7000 0.3307 0.4512 0.3263 0.3505 0.6656 0.6204
0.3362 11.4943 8000 0.3307 0.4657 0.3228 0.3485 0.6640 0.6178
0.3442 12.9310 9000 0.3307 0.4771 0.3248 0.3517 0.6677 0.6095
0.344 14.3678 10000 0.3287 0.4774 0.3222 0.3496 0.6660 0.6147
0.3332 15.8046 11000 0.3281 0.4678 0.3240 0.3504 0.6658 0.6168
0.3359 17.2414 12000 0.3300 0.4658 0.3203 0.3471 0.6643 0.6100
0.3306 18.6782 13000 0.3282 0.4623 0.3260 0.3536 0.6657 0.6101
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-ruby on huggingface.co

67
Total runs
6
24-hour runs
8
3-day runs
16
7-day runs
29
30-day runs

More Information About stack-edu-classifier-ruby huggingface.co Model

stack-edu-classifier-ruby huggingface.co

stack-edu-classifier-ruby huggingface.co is an AI model on huggingface.co that provides stack-edu-classifier-ruby's model effect (), which can be used instantly with this HuggingFaceTB stack-edu-classifier-ruby model. huggingface.co supports a free trial of the stack-edu-classifier-ruby model, and also provides paid use of the stack-edu-classifier-ruby. Support call stack-edu-classifier-ruby model through api, including Node.js, Python, http.

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stack-edu-classifier-ruby install

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