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enlm-roberta-conll2003
manirai91/enlm-roberta-conll2003
enlm-roberta-conll2003 is a token classification model from manirai91. Use it when you need labels on individual words, such as names. It is set up for transformers.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Token Classification
- Library
- transformers
- Model type
- xlm-roberta
- Access
- Public
- Created
- Nov 22, 2022
- Updated
- Dec 1, 2022
- SHA
- ab2cf590
Try a prompt
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. -->
enlmr-conll2003
This model is a fine-tuned version of manirai91/enlm-roberta-final on the ebiquity-v2 dataset.
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: 1e-05
- train_batch_size: 32
- eval_batch_size: 32
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_ratio: 0.06
- num_epochs: 10
Training results
Framework versions
- Transformers 4.24.0
- Pytorch 1.11.0
- Datasets 2.7.0
- Tokenizers 0.13.2
- Task
- Token Classification
- Library
- transformers
- Type
- xlm-roberta
- Created
- Nov 22, 2022
- Updated
- Dec 1, 2022