Update README.md

README.md

@@ -11,6 +11,6 @@ pipeline_tag: text-generation
 
 First homewok for NLP course in MSU from VK.
 Causal Transformer with Alibi bias and SwiGLU MLP.
-Can generate jokes in Russian language. Only the very small "nano" model with only 0.51 million parametrs and 1024 vocabluary size due to weak computing capabilities.
+Can generate jokes in Russian language. Only the very small "nano" model with only 0.51 million parametrs and 1024 vocabluary size was implemented due to weak computing capabilities.
 
 This model has been pushed to the Hub using the [PytorchModelHubMixin](https://huggingface.co/docs/huggingface_hub/package_reference/mixins#huggingface_hub.PyTorchModelHubMixin) integration: