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generated_text_extraction
ai-agents-generated-text-extra-when-generating-text-with-hugging-face-transformer-e3a57d7d
IFWhen generating text with Hugging Face Transformers, the generate() method returns tokens that include the input prompt, and tokenization artifacts (e.g., spaces before commas being removed) prevent reliable extraction of only the newly generated text by simply slicing the prompt's character length.
THENUse the pipeline API with return_full_text=False to automatically exclude the prompt. Alternatively, slice the output tensor using tokenizer.batch_decode(gen_tokens[:, input_ids.shape[1]:])[0] to get only the generated tokens. Note that the tensor slicing assumes all inputs in the batch have the same length; for variable-length inputs, use a different approach.
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