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stack-overflow-open-status-classifier-pt
reubenjohn/stack-overflow-open-status-classifier-pt
stack-overflow-open-status-classifier-pt is a text classification model from reubenjohn. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- albert
- Access
- Public
- Created
- Nov 16, 2022
- Updated
- Nov 28, 2022
- SHA
- 64e8d88f
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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. -->
stack-overflow-open-status-classifier-pt
This model is a fine-tuned version of reubenjohn/stack-overflow-open-status-classifier-pt on the None dataset. It achieves the following results on the evaluation set:
- eval_loss: 0.9448
- eval_runtime: 3.554
- eval_samples_per_second: 28.137
- eval_steps_per_second: 0.563
- epoch: 0.01
- step: 60
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: 5e-05
- train_batch_size: 16
- eval_batch_size: 64
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 5
- num_epochs: 1
Framework versions
- Transformers 4.24.0
- Pytorch 1.12.1+cu113
- Datasets 2.7.1
- Tokenizers 0.13.2
- Task
- Text Classification
- Library
- transformers
- Type
- albert
- License
- apache-2.0
- Created
- Nov 16, 2022
- Updated
- Nov 28, 2022