How do you implement tokenization using Hugging Face s AutoTokenizer for a GPT model

Question

Can you help me with the code implementation of tokenization using hugging faces auto tokenizer for a gpt model?

Answer 1

 In order to implement tokenization using Hugging Face's AutoTokenizer for a GPT model, you can refer to the code snippet below:

In the above code, we are using Tokenizer Initialization, which uses AutoTokenizer.from_pretrained with a GPT model (e.g., gpt2), Tokenization, where the tokenizer method converts text into token IDs and optional attention masks, and Decoding, which uses the tokenizer to decode and convert token IDs back to human-readable text.

Hence, using the reference from above, you can implement tokenization using Hugging Face's AutoTokenizer for a GPT model.