dadashzadeh
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End of training
Browse files- README.md +22 -10
- model.safetensors +1 -1
- runs/Jul11_02-06-23_0acce8ee3931/events.out.tfevents.1720663586.0acce8ee3931.378.22 +3 -0
- runs/Jul11_02-09-18_0acce8ee3931/events.out.tfevents.1720663761.0acce8ee3931.378.23 +3 -0
- runs/Jul11_02-09-18_0acce8ee3931/events.out.tfevents.1720666443.0acce8ee3931.378.24 +3 -0
- training_args.bin +1 -1
README.md
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base_model: dadashzadeh/tiny-bert-Sentiment-persian
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tags:
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- generated_from_trainer
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model-index:
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- name: tiny-bert-Sentiment-persian
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results: []
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This model is a fine-tuned version of [dadashzadeh/tiny-bert-Sentiment-persian](https://huggingface.co/dadashzadeh/tiny-bert-Sentiment-persian) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- eval_runtime: 1.4751
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- eval_samples_per_second: 1569.396
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- eval_steps_per_second: 71.86
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- step: 0
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## Model description
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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:
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- eval_batch_size:
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- seed:
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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:
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### Framework versions
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base_model: dadashzadeh/tiny-bert-Sentiment-persian
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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: tiny-bert-Sentiment-persian
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results: []
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This model is a fine-tuned version of [dadashzadeh/tiny-bert-Sentiment-persian](https://huggingface.co/dadashzadeh/tiny-bert-Sentiment-persian) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 1.1799
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- Accuracy: 0.7313
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## Model description
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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: 1
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- eval_batch_size: 1
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- seed: 45
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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: 8
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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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| 1.3201 | 1.0 | 28602 | 1.1799 | 0.7313 |
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| 1.1258 | 2.0 | 57204 | 1.3399 | 0.7205 |
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| 1.19 | 3.0 | 85806 | 1.2192 | 0.7516 |
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| 1.1178 | 4.0 | 114408 | 1.2138 | 0.7594 |
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| 1.1292 | 5.0 | 143010 | 1.2117 | 0.7611 |
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| 1.0537 | 6.0 | 171612 | 1.3268 | 0.7413 |
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| 1.0113 | 7.0 | 200214 | 1.3229 | 0.7460 |
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| 1.1022 | 8.0 | 228816 | 1.2681 | 0.7525 |
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### Framework versions
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model.safetensors
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training_args.bin
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