Update README.md

README.md

@@ -23,9 +23,13 @@ The configuration file fed into OpusDistillery can be found [here](https://githu
 
 ## How to run
 ```python
->>> from transformers import pipeline
->>> pipe = pipeline("translation", model="Helsinki-NLP/opus-mt_tiny_eng-rus", max_length=256)
->>> pipe("Hello, how are you?")
+from transformers import MarianMTModel, MarianTokenizer
+model_name = "Helsinki-NLP/opus-mt_tiny_eng-rus"
+tokenizer = MarianTokenizer.from_pretrained(model_name)
+model = MarianMTModel.from_pretrained(model_name)
+tok = tokenizer("Hello, how are you?", return_tensors="pt").input_ids
+output = model.generate(tok)[0]
+tokenizer.decode(output, skip_special_tokens=True)
 ```
 
 ## Benchmarks
@@ -39,5 +43,5 @@ The configuration file fed into OpusDistillery can be found [here](https://githu
 
 | testset               | BLEU  | chr-F | COMET |
 |-----------------------|-------|-------|-------|
-| Flores+ 	|  	| |  |
-| Bouquet 	|  	| |  |
+| Flores+ 	| 24.4 	| 52.0 | 0.8122 |
+| Bouquet 	| 28.0 	|53.0 | 0.8243 |