Corrected a typographical error in the `ModelArgs` class of the inference script. The word "infered" was corrected to "inferred" in the comment regarding rotary embeddings.

Corrected a typographical error in the `_load_lora_state_dict` method of the `LoRALoaderMixin` class. The word "multipe" was corrected to "multiple" in the assertion message that checks for consistent data types in the LoRA state dictionary.

Corrected a typo in the error message within the _load_lora_state_dict method of the LoRALoaderMixin class. The word "multipe" was changed to "multiple" to ensure clarity and accuracy in error reporting. This change improves the readability and professionalism of the codebase.