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bert_base_cantonese_pos_hkcancor
AlienKevin/bert_base_cantonese_pos_hkcancor
bert_base_cantonese_pos_hkcancor is a machine learning model from AlienKevin. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as cc-by-4.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- License
- cc-by-4.0
- Model type
- bert
- Access
- Public
- Created
- Aug 7, 2024
- Updated
- Aug 7, 2024
- SHA
- ae7ec17c
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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. -->
bert_base_cantonese_pos_hkcancor
This model is a fine-tuned version of indiejoseph/bert-base-cantonese on the hkcancor dataset. It achieves the following results on the evaluation set:
- Loss: 0.1293
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: 2
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.1555 | 1.0 | 669 | 0.1348 |
| 0.1112 | 2.0 | 1338 | 0.1293 |
Framework versions
- Transformers 4.43.3
- Pytorch 2.4.0
- Datasets 2.20.0
- Tokenizers 0.19.1
- Type
- bert
- License
- cc-by-4.0
- Created
- Aug 7, 2024
- Updated
- Aug 7, 2024