update model card README.md

README.md

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+---
+license: apache-2.0
+tags:
+- generated_from_trainer
+model-index:
+- name: wav2vec2-large-xlsr-persian4-demo
+  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-persian4-demo
+
+This model is a fine-tuned version of [facebook/wav2vec2-large-xlsr-53](https://huggingface.co/facebook/wav2vec2-large-xlsr-53) on the None dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.4691
+- Wer: 0.5166
+
+## 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: 16
+- eval_batch_size: 8
+- seed: 42
+- gradient_accumulation_steps: 2
+- total_train_batch_size: 32
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- lr_scheduler_warmup_steps: 500
+- num_epochs: 5
+- mixed_precision_training: Native AMP
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | Wer    |
+|:-------------:|:-----:|:----:|:---------------:|:------:|
+| 3.2175        | 1.0   | 400  | 3.0445          | 1.0    |
+| 1.6533        | 2.0   | 800  | 1.3703          | 0.9333 |
+| 0.7507        | 3.0   | 1200 | 0.6387          | 0.6474 |
+| 0.5435        | 4.0   | 1600 | 0.5102          | 0.5506 |
+| 0.5017        | 5.0   | 2000 | 0.4691          | 0.5166 |
+
+
+### Framework versions
+
+- Transformers 4.22.0.dev0
+- Pytorch 1.11.0+cu102
+- Datasets 2.4.1.dev0
+- Tokenizers 0.12.1