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common-skill-predictor
ANGKJ1995/common-skill-predictor
common-skill-predictor is a text classification model from ANGKJ1995. Use it when you need a label for a piece of text. It is set up for transformers.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- distilbert
- Access
- Public
- Created
- Mar 6, 2025
- Updated
- Mar 6, 2025
- SHA
- 209d7197
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Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
common-skill-predictor
This model was trained from scratch on the None dataset. It achieves the following results on the evaluation set:
- eval_loss: 0.3009
- eval_model_preparation_time: 0.0025
- eval_f1: 0.8655
- eval_runtime: 0.5762
- eval_samples_per_second: 1381.416
- eval_steps_per_second: 86.772
- step: 0
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: 2e-05
- train_batch_size: 16
- eval_batch_size: 16
- seed: 42
- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- num_epochs: 16
Framework versions
- Transformers 4.48.3
- Pytorch 2.5.1+cu124
- Datasets 3.3.2
- Tokenizers 0.21.0
- Task
- Text Classification
- Library
- transformers
- Type
- distilbert
- Created
- Mar 6, 2025
- Updated
- Mar 6, 2025