Training in progress epoch 0
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- README.md +6 -15
- special_tokens_map.json +5 -0
- spiece.model +3 -0
- tf_model.h5 +1 -1
- tokenizer.json +3 -0
- tokenizer_config.json +11 -0
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README.md
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# n3wtou/mt5-small-finedtuned-4-swahili
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This model is a fine-tuned version of [google/mt5-small](https://huggingface.co/google/mt5-small) on
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It achieves the following results on the evaluation set:
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- Train Loss:
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- Validation Loss:
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- Epoch:
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## Model description
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### Training hyperparameters
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The following hyperparameters were used during training:
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- optimizer: {'name': 'AdamWeightDecay', 'learning_rate': {'class_name': '
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- training_precision: mixed_float16
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### Training results
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| Train Loss | Validation Loss | Epoch |
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|:----------:|:---------------:|:-----:|
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| 4.3991 | 2.9232 | 1 |
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| 3.9381 | 2.8241 | 2 |
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| 3.6672 | 2.7522 | 3 |
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| 3.4848 | 2.6935 | 4 |
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| 3.3552 | 2.6611 | 5 |
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| 3.2517 | 2.6296 | 6 |
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| 3.1818 | 2.6104 | 7 |
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| 3.1348 | 2.5930 | 8 |
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| 3.1045 | 2.5859 | 9 |
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### Framework versions
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# n3wtou/mt5-small-finedtuned-4-swahili
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This model is a fine-tuned version of [google/mt5-small](https://huggingface.co/google/mt5-small) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Train Loss: 9.3513
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- Validation Loss: 5.1821
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- Epoch: 0
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## Model description
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### Training hyperparameters
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The following hyperparameters were used during training:
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- optimizer: {'name': 'AdamWeightDecay', 'learning_rate': {'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 5.6e-05, 'decay_steps': 987, 'end_learning_rate': 0.0, 'power': 1.0, 'cycle': False, 'name': None}}, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-08, 'amsgrad': False, 'weight_decay_rate': 0.01}
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- training_precision: mixed_float16
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### Training results
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| Train Loss | Validation Loss | Epoch |
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|:----------:|:---------------:|:-----:|
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| 9.3513 | 5.1821 | 0 |
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### Framework versions
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special_tokens_map.json
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{
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"unk_token": "<unk>"
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}
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spiece.model
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tf_model.h5
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tokenizer.json
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tokenizer_config.json
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{
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"additional_special_tokens": null,
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"clean_up_tokenization_spaces": true,
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"eos_token": "</s>",
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"extra_ids": 0,
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"pad_token": "<pad>",
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"sp_model_kwargs": {},
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"tokenizer_class": "T5Tokenizer",
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"unk_token": "<unk>"
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}
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