Grammar errors, misspellings and errors of masculine and feminine

The temperature setting that ChatGPT uses internally may be too high for the perplexity of less common languages in the training data.

You could reinforce Urdu first by pasting some large texts in the tone of the language you want it to understand. Make a category header like “// language style and usage training //” in Urdu so AI knows it is not directly something to answer about.

The API, and OpenAI’s platform.openai.com playground may be a place for testing the models directly to see if lowering the temperature can improve generation where there are improper bits of language. You can then program an application to do specific tasks using that technique. API requires payment for data use if your account is older and your API free trial has expired.

It would be nice if the parameters were exposed in ChatGPT — but it would also take re-educating about 100 million users.