update model card README.md

README.md

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+---
+tags:
+- generated_from_trainer
+datasets:
+- common_voice
+model-index:
+- name: common6
+  results: []
+---
+
+<!-- This model card has been generated automatically according to the information the Trainer had access to. You
+should probably proofread and complete it, then remove this comment. -->
+
+# common6
+
+This model was trained from scratch on the common_voice dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.3502
+- Wer: 0.3550
+
+## Model description
+
+More information needed
+
+## Intended uses & limitations
+
+More information needed
+
+## Training and evaluation data
+
+More information needed
+
+## Training procedure
+
+### Training hyperparameters
+
+The following hyperparameters were used during training:
+- learning_rate: 6e-05
+- train_batch_size: 32
+- eval_batch_size: 16
+- seed: 42
+- gradient_accumulation_steps: 8
+- total_train_batch_size: 256
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- lr_scheduler_warmup_steps: 100
+- num_epochs: 100.0
+- mixed_precision_training: Native AMP
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | Wer    |
+|:-------------:|:-----:|:----:|:---------------:|:------:|
+| 1.0344        | 10.0  | 500  | 0.4043          | 0.4511 |
+| 0.9651        | 20.0  | 1000 | 0.3793          | 0.4159 |
+| 0.9125        | 30.0  | 1500 | 0.3756          | 0.4046 |
+| 0.8831        | 40.0  | 2000 | 0.3650          | 0.3876 |
+| 0.8399        | 50.0  | 2500 | 0.3605          | 0.3772 |
+| 0.819         | 60.0  | 3000 | 0.3622          | 0.3714 |
+| 0.8029        | 70.0  | 3500 | 0.3561          | 0.3664 |
+| 0.8045        | 80.0  | 4000 | 0.3607          | 0.3621 |
+| 0.7799        | 90.0  | 4500 | 0.3501          | 0.3561 |
+| 0.7769        | 100.0 | 5000 | 0.3502          | 0.3550 |
+
+
+### Framework versions
+
+- Transformers 4.17.0.dev0
+- Pytorch 1.10.2
+- Datasets 1.18.3.dev0
+- Tokenizers 0.10.3