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chinese-macbert-base-climate-transition-physical-risk-prediction-3
hw2942/chinese-macbert-base-climate-transition-physical-risk-prediction-3
chinese-macbert-base-climate-transition-physical-risk-prediction-3 is a machine learning model from hw2942. 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 apache-2.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- License
- apache-2.0
- Model type
- bert
- Access
- Public
- Created
- Aug 2, 2024
- Updated
- Aug 2, 2024
- SHA
- a34c5ba1
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. -->
chinese-macbert-base-climate-transition-physical-risk-prediction-3
This model is a fine-tuned version of hfl/chinese-macbert-base on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.1761
- Accuracy: 0.98
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: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 10
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| No log | 1.0 | 57 | 0.0068 | 1.0 |
| No log | 2.0 | 114 | 0.0001 | 1.0 |
| No log | 3.0 | 171 | 0.1343 | 0.98 |
| No log | 4.0 | 228 | 0.1601 | 0.98 |
| No log | 5.0 | 285 | 0.1665 | 0.98 |
| No log | 6.0 | 342 | 0.1703 | 0.98 |
| No log | 7.0 | 399 | 0.1730 | 0.98 |
| No log | 8.0 | 456 | 0.1746 | 0.98 |
| 0.0112 | 9.0 | 513 | 0.1757 | 0.98 |
| 0.0112 | 10.0 | 570 | 0.1761 | 0.98 |
Framework versions
- Transformers 4.42.4
- Pytorch 2.3.1+cu121
- Datasets 2.20.0
- Tokenizers 0.19.1
- Type
- bert
- License
- apache-2.0
- Created
- Aug 2, 2024
- Updated
- Aug 2, 2024