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afro-xlmr-mini-finetuned-kintweetsD
RogerB/afro-xlmr-mini-finetuned-kintweetsD
afro-xlmr-mini-finetuned-kintweetsD is a fill-mask model from RogerB. Use it when you need the model to fill a missing word. It is set up for transformers. The card lists the license as afl-3.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Fill-Mask
- Library
- transformers
- License
- afl-3.0
- Model type
- xlm-roberta
- Access
- Public
- Created
- Jul 9, 2023
- Updated
- Jul 9, 2023
- SHA
- 38aed7db
Try a prompt
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-mini-finetuned-kintweetsD
This model is a fine-tuned version of Davlan/afro-xlmr-mini on the None dataset. It achieves the following results on the evaluation set:
- Loss: 2.7420
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: 10
- eval_batch_size: 10
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3.0
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 3.1414 | 1.0 | 900 | 2.8278 |
| 2.9859 | 2.0 | 1800 | 2.7708 |
| 2.9245 | 3.0 | 2700 | 2.7253 |
Framework versions
- Transformers 4.30.2
- Pytorch 2.0.1+cu118
- Datasets 2.13.1
- Tokenizers 0.13.3
- Task
- Fill-Mask
- Library
- transformers
- Type
- xlm-roberta
- License
- afl-3.0
- Created
- Jul 9, 2023
- Updated
- Jul 9, 2023