Update README.md

README.md

@@ -41,18 +41,16 @@ Our language model was generated using a dataset of Italian wikipedia articles a
 
 ## Download CommonVoice8.0 dataset for italian language
 
-```python
 from datasets import load_dataset
 
 dataset = load_dataset("mozilla-foundation/common_voice_8_0", "it", use_auth_token=True)
-```
+
 
 ## Evaluation Commands
 
-To evaluate on `mozilla-foundation/common_voice_8_0` with split `test`
+To evaluate on `mozilla-foundation/common_voice_8_0` with split `test`:
 
-```bash
 python eval.py --model_id radiogroup-crits/wav2vec2-xls-r-1b-italian-doc4lm-5gram --dataset mozilla-foundation/common_voice_8_0 --config it --split test --log_outputs --greedy
 mv log_mozilla-foundation_common_voice_8_0_it_test_predictions.txt log_mozilla-foundation_common_voice_8_0_it_test_predictions_greedy.txt
 mv mozilla-foundation_common_voice_8_0_it_test_eval_results.txt mozilla-foundation_common_voice_8_0_it_test_eval_results_greedy.txt
-```
+