update model card README.md

README.md

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+---
+license: apache-2.0
+tags:
+- generated_from_trainer
+model-index:
+- name: wav2vec2-xls-r-300m-nyanja-test_v2
+  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-xls-r-300m-nyanja-test_v2
+
+This model is a fine-tuned version of [facebook/wav2vec2-xls-r-300m](https://huggingface.co/facebook/wav2vec2-xls-r-300m) on the None dataset.
+It achieves the following results on the evaluation set:
+- Loss: inf
+- Wer: 0.3734
+- Cer: 0.0827
+
+## 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: 0.001
+- train_batch_size: 4
+- eval_batch_size: 8
+- seed: 42
+- gradient_accumulation_steps: 2
+- total_train_batch_size: 8
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- lr_scheduler_warmup_steps: 400
+- num_epochs: 15
+- mixed_precision_training: Native AMP
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | Wer    | Cer    |
+|:-------------:|:-----:|:----:|:---------------:|:------:|:------:|
+| 1.5816        | 0.62  | 400  | inf             | 0.5702 | 0.1373 |
+| 0.6341        | 1.24  | 800  | inf             | 0.4383 | 0.1022 |
+| 0.5103        | 1.86  | 1200 | inf             | 0.3782 | 0.0895 |
+| 0.4553        | 2.48  | 1600 | inf             | 0.3734 | 0.0827 |
+
+
+### Framework versions
+
+- Transformers 4.17.0
+- Pytorch 1.12.1+cu113
+- Datasets 1.18.3
+- Tokenizers 0.13.2