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finetuning-sentiment-model-3000-samples
DravenTay/finetuning-sentiment-model-3000-samples
finetuning-sentiment-model-3000-samples is a text classification model from DravenTay. 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 25, 2022
- Updated
- Sep 26, 2022
- SHA
- 5bb81004
Try a prompt
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. -->
finetuning-sentiment-model-3000-samples
This model is a fine-tuned version of Tianyi98/opt-350m-finetuned-cola on the imdb dataset. It achieves the following results on the evaluation set:
- Loss: 0.4133
- Accuracy: 0.92
- F1: 0.9205
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: 4
- eval_batch_size: 4
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 2
Training results
Framework versions
- Transformers 4.22.1
- Pytorch 1.10.1+cu113
- Datasets 2.5.1
- Tokenizers 0.12.1
- Task
- Text Classification
- Library
- transformers
- Type
- opt
- License
- other
- Created
- Sep 25, 2022
- Updated
- Sep 26, 2022