ayameRushia
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update model card README.md
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README.md
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---
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license: apache-2.0
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tags:
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- generated_from_trainer
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datasets:
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- common_voice
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model-index:
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- name: ''
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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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#
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This model is a fine-tuned version of [facebook/wav2vec2-xls-r-300m](https://huggingface.co/facebook/wav2vec2-xls-r-300m) on the common_voice dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.5476
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- Wer: 0.4059
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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: 0.0003
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- train_batch_size: 32
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- eval_batch_size: 8
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- seed: 42
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- gradient_accumulation_steps: 2
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- total_train_batch_size: 64
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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: 500
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- num_epochs: 40.0
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- mixed_precision_training: Native AMP
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Wer |
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|:-------------:|:-----:|:----:|:---------------:|:------:|
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| No log | 6.35 | 400 | 0.9380 | 0.7902 |
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| 3.2674 | 12.7 | 800 | 0.5794 | 0.5309 |
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| 0.7531 | 19.05 | 1200 | 0.5749 | 0.4815 |
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| 0.5382 | 25.4 | 1600 | 0.5530 | 0.4447 |
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| 0.4293 | 31.75 | 2000 | 0.5709 | 0.4237 |
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| 0.4293 | 38.1 | 2400 | 0.5476 | 0.4059 |
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### Framework versions
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- Transformers 4.17.0.dev0
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- Pytorch 1.10.1+cu102
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- Datasets 1.18.3
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- Tokenizers 0.11.0
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@@ -2839,3 +2839,30 @@ Configuration saved in ./preprocessor_config.json
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Saving model checkpoint to ./
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Configuration saved in ./config.json
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Model weights saved in ./pytorch_model.bin
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Saving model checkpoint to ./
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Configuration saved in ./config.json
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Model weights saved in ./pytorch_model.bin
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Configuration saved in ./preprocessor_config.json
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Upload file pytorch_model.bin: 100%|βββββββββββββββββββββββββββββββββββββββββββββββββββββββ| 1.17G/1.18G [00:40<00:00, 31.9MB/s]
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02/04/2022 15:03:59 - WARNING - huggingface_hub.repository - To https://huggingface.co/ayameRushia/wav2vec2-large-xls-r-300m-mn
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Upload file pytorch_model.bin: 100%|βββββββββββββββββββββββββββββββββββββββββββββββββββββββ| 1.17G/1.18G [00:40<00:00, 31.9MB/s]To https://huggingface.co/ayameRushia/wav2vec2-large-xls-r-300m-mn
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8eaa216..f311688 main -> main
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Upload file pytorch_model.bin: 100%|βββββββββββββββββββββββββββββββββββββββββββββββββββββββ| 1.18G/1.18G [00:41<00:00, 30.4MB/s]
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Dropping the following result as it does not have all the necessary fields:
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