End of training
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README.md
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---
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license: apache-2.0
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base_model: hfl/chinese-macbert-base
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tags:
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- generated_from_trainer
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metrics:
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- accuracy
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model-index:
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- name: chinese-macbert-base-climate-related-prediction-vv5
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results: []
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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should probably proofread and complete it, then remove this comment. -->
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# chinese-macbert-base-climate-related-prediction-vv5
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This model is a fine-tuned version of [hfl/chinese-macbert-base](https://huggingface.co/hfl/chinese-macbert-base) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.1215
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- Accuracy: 0.99
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 2e-05
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- train_batch_size: 8
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- eval_batch_size: 8
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- seed: 42
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- num_epochs: 10
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Accuracy |
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|:-------------:|:-----:|:----:|:---------------:|:--------:|
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| No log | 1.0 | 175 | 0.1929 | 0.98 |
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| No log | 2.0 | 350 | 0.1970 | 0.98 |
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| 0.014 | 3.0 | 525 | 0.3417 | 0.96 |
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| 0.014 | 4.0 | 700 | 0.1886 | 0.97 |
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| 0.014 | 5.0 | 875 | 0.2495 | 0.96 |
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| 0.0224 | 6.0 | 1050 | 0.1165 | 0.99 |
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| 0.0224 | 7.0 | 1225 | 0.1195 | 0.99 |
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| 0.0224 | 8.0 | 1400 | 0.1203 | 0.99 |
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| 0.0 | 9.0 | 1575 | 0.1212 | 0.99 |
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| 0.0 | 10.0 | 1750 | 0.1215 | 0.99 |
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### Framework versions
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- Transformers 4.42.4
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- Pytorch 2.3.1+cu121
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- Datasets 2.20.0
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- Tokenizers 0.19.1
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model.safetensors
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runs/Jul29_02-27-30_93ac9033c8ed/events.out.tfevents.1722220051.93ac9033c8ed.172.2
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