Create README.md

README.md

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+---
+license: mit
+
+tags:
+- automatic-speech-recognition
+- common_voice
+
+datasets:
+- common_voice
+
+model-index:
+- name: wav2vec2-xls-r-300m-uk
+  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-xlsr-53-300m-mls-german-ft
+
+This model is a fine-tuned version of [facebook/wav2vec2-xls-r-300m](https://huggingface.co/facebook/wav2vec2-xls-r-300m) on the Common Voice 7.0 dataset.
+
+It achieves the following results on the evaluation set:
+
+- Loss: 0.2219
+
+- Wer: 0.1288
+
+## Model description
+More information needed
+
+## Intended uses & limitations
+More information needed
+
+## Training and evaluation data
+More information needed
+
+## Training procedure
+
+### Training hyperparameters
+More information needed
+
+### Training results
+
+| Step    | Training Loss | Validation Loss | Wer    |
+|:-------:|:-------------:|:---------------:|:------:|
+| 4000	  | 0.363600	    | 0.211314        | 0.305  |  
+| 10000	| 0.250800	    | 0.178876	    | 0.223011 |
+| 18000	| 0.187000	|0.163607	| 0.194422 |
+| 27200 |	0.155100 |	0.153098 |	0.168595 |
+| 39600	 | 0.125600	 | 0.141007	 | 0.152833 |
+
+### Framework versions
+
+- Transformers 4.11
+- Pytorch 1.10.0
+- Datasets 1.13
+
+