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afro-xlmr-large-kinteal-domain-kinte-task-unkin-sent3
RogerB/afro-xlmr-large-kinteal-domain-kinte-task-unkin-sent3
afro-xlmr-large-kinteal-domain-kinte-task-unkin-sent3 is a text classification model from RogerB. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as mit.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Classification
- Library
- transformers
- License
- mit
- Model type
- xlm-roberta
- Access
- Public
- Created
- Oct 30, 2023
- Updated
- Oct 30, 2023
- SHA
- ecdef08b
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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. -->
afro-xlmr-large-kinteal-domain-kinte-task-unkin-sent3
This model is a fine-tuned version of RogerB/afro-xlmr-large-kinteal-domain-kinte-task on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.9247
- F1: 0.6910
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-06
- 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: 3
Training results
| Training Loss | Epoch | Step | Validation Loss | F1 |
|---|---|---|---|---|
| 0.9089 | 1.0 | 1013 | 0.6264 | 0.7476 |
| 0.7196 | 2.0 | 2026 | 0.5055 | 0.8130 |
| 0.6028 | 3.0 | 3039 | 0.5010 | 0.8326 |
Framework versions
- Transformers 4.34.1
- Pytorch 2.1.0+cu118
- Datasets 2.14.6
- Tokenizers 0.14.1
- Task
- Text Classification
- Library
- transformers
- Type
- xlm-roberta
- License
- mit
- Created
- Oct 30, 2023
- Updated
- Oct 30, 2023