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xlm-roberta-base-yelp-mlm
Yaxin/xlm-roberta-base-yelp-mlm
xlm-roberta-base-yelp-mlm is a fill-mask model from Yaxin. Use it when you need the model to fill a missing word. 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
- Fill-Mask
- Library
- transformers
- License
- mit
- Model type
- xlm-roberta
- Access
- Public
- Created
- Mar 24, 2022
- Updated
- Mar 24, 2022
- SHA
- f44a8c6c
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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. -->
xlm-roberta-base-yelp-mlm
This model is a fine-tuned version of xlm-roberta-base on the yelp_review_full yelp_review_full dataset. It achieves the following results on the evaluation set:
- Loss: 1.1743
- Accuracy: 0.7356
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-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: 3.0
Training results
Framework versions
- Transformers 4.18.0.dev0
- Pytorch 1.10.0
- Datasets 1.18.3
- Tokenizers 0.11.0
- Task
- Fill-Mask
- Library
- transformers
- Type
- xlm-roberta
- License
- mit
- Created
- Mar 24, 2022
- Updated
- Mar 24, 2022