Update README.md

README.md

@@ -15,6 +15,8 @@ tags:
 
 # Regional bengali text to IPA transcription - byT5-small
 
+## A word of caution: the model is constantly being updated! You may see jumps in performance
+
 This is a fine-tuned version of the [google/byt5-small](https://huggingface.co/google/byt5-small) for the task of generating IPA transcriptions from regional bengali text. 
 This was done on the dataset of the competition [“ভাষামূল: মুখের ভাষার খোঁজে“](https://www.kaggle.com/competitions/regipa/overview) by Bengali.AI.
 
@@ -56,6 +58,12 @@ from transformers import pipeline
 device = "cuda" if torch.cuda.is_available() else "cpu"
 
 pipe = pipeline("text2text-generation", model="smji/ben2ipa-byt5small", device=device)
+
+
+"""
+  Texts must be in the format of: <district> <contents>
+"""
+outputs = pipe(texts, max_length=1024, batch_size=batch_size)
 ```
 
 ## Credits