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roberta-peft-category
pppereira3/roberta-peft-category
roberta-peft-category is a machine learning model from pppereira3. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers. The card lists the license as mit.
should probably proofread and complete it, then remove this comment. --
Access
Public
Updated Nov 3, 2024
Repo size
27 MB
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0
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Repo makeup
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.json2.9 MB · 48%
At a glance
- Library
- transformers
- License
- mit
- Access
- Public
- Created
- Nov 2, 2024
- Updated
- Nov 3, 2024
- SHA
- 40fa2732
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. -->
roberta-peft-category
This model is a fine-tuned version of FacebookAI/roberta-base on an unknown dataset. It achieves the following results on the evaluation set:
- eval_loss: 1.1887
- eval_model_preparation_time: 0.0079
- eval_accuracy: 0.5677
- eval_f1: 0.5679
- eval_runtime: 78.7469
- eval_samples_per_second: 38.097
- eval_steps_per_second: 2.387
- 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: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 10
Framework versions
- Transformers 4.44.2
- Pytorch 2.5.0+cu121
- Datasets 3.1.0
- Tokenizers 0.19.1
- Library
- transformers
- License
- mit
- Created
- Nov 2, 2024
- Updated
- Nov 3, 2024