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--- |
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license: apache-2.0 |
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base_model: lxyuan/distilbert-base-multilingual-cased-sentiments-student |
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tags: |
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- generated_from_trainer |
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model-index: |
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- name: distilbert-base-multilingual-cased-sentiments-student-large-dataset |
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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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# distilbert-base-multilingual-cased-sentiments-student-large-dataset |
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This model is a fine-tuned version of [lxyuan/distilbert-base-multilingual-cased-sentiments-student](https://huggingface.co/lxyuan/distilbert-base-multilingual-cased-sentiments-student) on an unknown dataset. |
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It achieves the following results on the evaluation set: |
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- eval_loss: 0.4230 |
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- eval_accuracy: {'accuracy': 0.7922909289022065} |
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- eval_f1score: {'f1': 0.7889991323313401} |
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- eval_runtime: 125.8485 |
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- eval_samples_per_second: 58.34 |
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- eval_steps_per_second: 7.294 |
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- step: 0 |
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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: 0.0002 |
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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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- lr_scheduler_warmup_steps: 5139 |
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- num_epochs: 7 |
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### Framework versions |
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- Transformers 4.35.0 |
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- Pytorch 2.1.0+cu118 |
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- Datasets 2.14.6 |
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- Tokenizers 0.14.1 |
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