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opt-350m-finetuned-cola
tianyisun/opt-350m-finetuned-cola
opt-350m-finetuned-cola is a text classification model from tianyisun. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as other.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Classification
- Library
- transformers
- License
- other
- Model type
- opt
- Access
- Public
- Created
- Sep 8, 2022
- Updated
- Nov 10, 2023
- SHA
- 4f9f94d0
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Base models
Datasets
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. -->
opt-350m-finetuned-cola
This model is a fine-tuned version of facebook/opt-350m on the glue dataset. It achieves the following results on the evaluation set:
- eval_loss: 0.5491
- eval_matthews_correlation: 0.4348
- eval_runtime: 47.8666
- eval_samples_per_second: 21.79
- eval_steps_per_second: 1.379
- epoch: 2.0
- step: 1070
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: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 5
Framework versions
- Transformers 4.22.0.dev0
- Pytorch 1.12.1
- Datasets 2.4.0
- Tokenizers 0.11.0
- Task
- Text Classification
- Library
- transformers
- Type
- opt
- License
- other
- Created
- Sep 8, 2022
- Updated
- Nov 10, 2023