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  1. README.md +72 -0
  2. generation_config.json +6 -0
README.md ADDED
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+ ---
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+ license: apache-2.0
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+ base_model: google/mt5-small
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+ tags:
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+ - generated_from_trainer
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+ metrics:
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+ - wer
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+ model-index:
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+ - name: mt5-base
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+ results: []
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+ ---
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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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+
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+ # mt5-base
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+
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+ This model is a fine-tuned version of [google/mt5-small](https://huggingface.co/google/mt5-small) on the None dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 0.0516
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+ - Wer: 0.0392
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+
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+ ## Model description
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+
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+ More information needed
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+
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+ ## Intended uses & limitations
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+
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+ More information needed
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+
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+ ## Training and evaluation data
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+
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+ More information needed
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+
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+ ## Training procedure
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+
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+ ### Training hyperparameters
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+
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+ The following hyperparameters were used during training:
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+ - learning_rate: 0.0003
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+ - train_batch_size: 4
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+ - eval_batch_size: 4
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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: 2000
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+ - num_epochs: 10
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+
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+ ### Training results
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+
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+ | Training Loss | Epoch | Step | Validation Loss | Wer |
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+ |:-------------:|:-----:|:-----:|:---------------:|:------:|
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+ | 3.4396 | 0.81 | 4000 | 0.3368 | 0.3043 |
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+ | 0.4257 | 1.62 | 8000 | 0.1328 | 0.1205 |
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+ | 0.2185 | 2.42 | 12000 | 0.0929 | 0.0879 |
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+ | 0.1506 | 3.23 | 16000 | 0.0762 | 0.0708 |
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+ | 0.1133 | 4.04 | 20000 | 0.0663 | 0.0587 |
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+ | 0.092 | 4.85 | 24000 | 0.0620 | 0.0551 |
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+ | 0.0739 | 5.66 | 28000 | 0.0583 | 0.0507 |
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+ | 0.0649 | 6.46 | 32000 | 0.0572 | 0.0465 |
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+ | 0.0564 | 7.27 | 36000 | 0.0545 | 0.0439 |
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+ | 0.0494 | 8.08 | 40000 | 0.0533 | 0.0425 |
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+ | 0.0433 | 8.89 | 44000 | 0.0522 | 0.0405 |
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+ | 0.0396 | 9.7 | 48000 | 0.0516 | 0.0392 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.33.0
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+ - Pytorch 2.0.0
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+ - Datasets 2.1.0
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+ - Tokenizers 0.13.3
generation_config.json ADDED
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+ {
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+ "decoder_start_token_id": 0,
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+ "eos_token_id": 1,
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+ "pad_token_id": 0,
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+ "transformers_version": "4.33.0"
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+ }