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generation_output_handling
ai-agents-generation-output-ha-when-using-model-generate-from-hugging-face-transf-fd3c537c
IFWhen using model.generate() from Hugging Face Transformers, the output tensor includes the input prompt tokens, making it impossible to extract only the newly generated text by simple substring because the tokenizer may normalize spacing (e.g., convert ' ,' to ',').
THENTo obtain only the generated text, either use the pipeline() with return_full_text=False, which automatically strips the prompt, or manually slice the output tensor after generation: gen_tokens[:, input_ids.shape[1]:]. Then decode with tokenizer.batch_decode(). This removes the input token sequence regardless of tokenizer normalization.
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