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-xlsr-hindi_commonvoice
+  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-xlsr-hindi_commonvoice
+
+This model is a fine-tuned version of [facebook/wav2vec2-large-xlsr-53](https://huggingface.co/facebook/wav2vec2-large-xlsr-53) on the common_voice dataset.
+It achieves the following results on the evaluation set:
+- Loss: 3.5947
+- Wer: 1.0
+
+## 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: 32
+- eval_batch_size: 8
+- seed: 42
+- gradient_accumulation_steps: 2
+- total_train_batch_size: 64
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- lr_scheduler_warmup_steps: 100
+- num_epochs: 30
+- mixed_precision_training: Native AMP
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | Wer |
+|:-------------:|:-----:|:----:|:---------------:|:---:|
+| 24.0069       | 4.0   | 20   | 40.3956         | 1.0 |
+| 18.1097       | 8.0   | 40   | 15.3603         | 1.0 |
+| 7.1344        | 12.0  | 60   | 5.2695          | 1.0 |
+| 4.0032        | 16.0  | 80   | 3.7403          | 1.0 |
+| 3.4894        | 20.0  | 100  | 3.5724          | 1.0 |
+| 3.458         | 24.0  | 120  | 3.6164          | 1.0 |
+| 3.4412        | 28.0  | 140  | 3.5947          | 1.0 |
+
+
+### Framework versions
+
+- Transformers 4.11.3
+- Pytorch 1.10.0+cu102
+- Datasets 1.13.3
+- Tokenizers 0.10.3