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switch-base-8-imdb-text-classification
zubes01/switch-base-8-imdb-text-classification
switch-base-8-imdb-text-classification is a machine learning model from zubes01. Use it for the machine learning task on the model card, and read the license before you ship it in a product. 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
- License
- apache-2.0
- Model type
- switch_transformers
- Access
- Public
- Created
- Sep 27, 2024
- Updated
- Oct 2, 2024
- SHA
- cbd91222
Base models
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. -->
switch-base-8-imdb-text-classification
This model is a fine-tuned version of google/switch-base-8 on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.3588
- F1: 66.3087
- Gen Len: 2.217
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: 64
- eval_batch_size: 64
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 1
Training results
Framework versions
- Transformers 4.43.4
- Pytorch 2.4.1+cu124
- Datasets 2.21.0
- Tokenizers 0.19.1
- Type
- switch_transformers
- License
- apache-2.0
- Created
- Sep 27, 2024
- Updated
- Oct 2, 2024