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README.md ADDED
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+ ---
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+ library_name: transformers
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+ license: apache-2.0
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+ base_model: facebook/wav2vec2-xls-r-1b
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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: xls-r-1b-bigcgen-combined-10hrs-model
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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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+ # xls-r-1b-bigcgen-combined-10hrs-model
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+
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+ This model is a fine-tuned version of [facebook/wav2vec2-xls-r-1b](https://huggingface.co/facebook/wav2vec2-xls-r-1b) on an unknown dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 0.5381
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+ - Wer: 0.5532
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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: 3e-05
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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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+ - gradient_accumulation_steps: 2
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+ - total_train_batch_size: 8
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+ - optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
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+ - lr_scheduler_type: linear
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+ - lr_scheduler_warmup_steps: 500
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+ - num_epochs: 30.0
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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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+ | No log | 0.2114 | 100 | 3.6878 | 1.0 |
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+ | No log | 0.4228 | 200 | 2.6383 | 1.0 |
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+ | No log | 0.6342 | 300 | 0.9092 | 0.9117 |
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+ | No log | 0.8457 | 400 | 0.7955 | 0.7866 |
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+ | 5.7153 | 1.0571 | 500 | 0.7448 | 0.8103 |
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+ | 5.7153 | 1.2685 | 600 | 0.7003 | 0.7530 |
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+ | 5.7153 | 1.4799 | 700 | 0.6151 | 0.6454 |
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+ | 5.7153 | 1.6913 | 800 | 0.6108 | 0.6133 |
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+ | 5.7153 | 1.9027 | 900 | 0.5825 | 0.6153 |
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+ | 1.3819 | 2.1142 | 1000 | 0.5743 | 0.5955 |
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+ | 1.3819 | 2.3256 | 1100 | 0.5598 | 0.5770 |
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+ | 1.3819 | 2.5370 | 1200 | 0.5867 | 0.6105 |
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+ | 1.3819 | 2.7484 | 1300 | 0.5734 | 0.5588 |
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+ | 1.3819 | 2.9598 | 1400 | 0.5357 | 0.5405 |
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+ | 1.1226 | 3.1712 | 1500 | 0.5339 | 0.5415 |
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+ | 1.1226 | 3.3827 | 1600 | 0.5582 | 0.5586 |
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+ | 1.1226 | 3.5941 | 1700 | 0.5485 | 0.5572 |
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+ | 1.1226 | 3.8055 | 1800 | 0.5342 | 0.5404 |
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+ | 1.1226 | 4.0169 | 1900 | 0.5381 | 0.5532 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.47.1
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+ - Pytorch 2.5.1+cu124
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+ - Datasets 3.2.0
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+ - Tokenizers 0.21.0
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