HuggingFaceTB / stack-edu-classifier-php

huggingface.co
Total runs: 164
24-hour runs: 0
7-day runs: -59
30-day runs: -112
Model's Last Updated: February 19 2025
text-classification

Introduction of stack-edu-classifier-php

Model Details of stack-edu-classifier-php

stack-edu-classifier-php

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

  • Loss: 0.3583
  • Precision: 0.6059
  • Recall: 0.2787
  • F1 Macro: 0.3008
  • Accuracy: 0.6159
  • F1 Binary Minimum3: 0.4770
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 5.2335 0.0020 0.1667 0.0040 0.0123 0
0.3663 2.9240 1000 0.3666 0.6304 0.2638 0.2802 0.6087 0.4518
0.3676 5.8480 2000 0.3614 0.5581 0.2726 0.2913 0.6167 0.4336
0.3555 8.7719 3000 0.3583 0.6059 0.2787 0.3008 0.6159 0.4770
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-php on huggingface.co

164
Total runs
0
24-hour runs
-4
3-day runs
-59
7-day runs
-112
30-day runs

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

stack-edu-classifier-php huggingface.co

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

stack-edu-classifier-php huggingface.co Url

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stack-edu-classifier-php install

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