update model card README.md

README.md

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+---
+license: apache-2.0
+tags:
+- generated_from_trainer
+datasets:
+- common_voice
+model-index:
+- name: wav2vec2-large-xls-r-1b-Indonesian
+  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. -->
+
+# wav2vec2-large-xls-r-1b-Indonesian
+
+This model is a fine-tuned version of [facebook/wav2vec2-xls-r-1b](https://huggingface.co/facebook/wav2vec2-xls-r-1b) on the common_voice dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.9550
+- Wer: 0.4551
+- Cer: 0.1643
+
+## 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: 0.0003
+- train_batch_size: 64
+- eval_batch_size: 8
+- seed: 42
+- gradient_accumulation_steps: 2
+- total_train_batch_size: 128
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- lr_scheduler_warmup_steps: 400
+- num_epochs: 50
+- mixed_precision_training: Native AMP
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | Wer    | Cer    |
+|:-------------:|:-----:|:----:|:---------------:|:------:|:------:|
+| 3.663         | 7.69  | 200  | 0.7898          | 0.6039 | 0.1848 |
+| 0.7424        | 15.38 | 400  | 1.0215          | 0.5615 | 0.1924 |
+| 0.4494        | 23.08 | 600  | 1.0901          | 0.5249 | 0.1932 |
+| 0.5075        | 30.77 | 800  | 1.1013          | 0.5079 | 0.1935 |
+| 0.4671        | 38.46 | 1000 | 1.1034          | 0.4916 | 0.1827 |
+| 0.1928        | 46.15 | 1200 | 0.9550          | 0.4551 | 0.1643 |
+
+
+### Framework versions
+
+- Transformers 4.17.0.dev0
+- Pytorch 1.10.2+cu102
+- Datasets 1.18.2.dev0
+- Tokenizers 0.11.0