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Suggestion to print the generated text instead of the whole inference object. Makes for cleaner output text.

Before:

Input: Hello, my name is, Output: Completion(id='cmpl-97443af3adb4b458', choices=[CompletionChoice(finish_reason='length', index=0, logprobs=None, text=' Joel, my dad is Anton Harriman and my wife is Lydia. ', stop_reason=None, token_ids=None, prompt_logprobs=None, prompt_token_ids=None)], created=1769633627, model='facebook/opt-125m', object='text_completion', system_fingerprint=None, usage=CompletionUsage(completion_tokens=16, prompt_tokens=6, total_tokens=22, completion_tokens_details=None, prompt_tokens_details=None), service_tier=None, kv_transfer_params=None)
Input: The president of the United States is, Output: Completion(id='cmpl-a2b37cf1c043b8fb', choices=[CompletionChoice(finish_reason='length', index=0, logprobs=None, text=' reportedly using a pressure cooker to make 10-second swim parts.\nThe Federal', stop_reason=None, token_ids=None, prompt_logprobs=None, prompt_token_ids=None)], created=1769633627, model='facebook/opt-125m', object='text_completion', system_fingerprint=None, usage=CompletionUsage(completion_tokens=16, prompt_tokens=8, total_tokens=24, completion_tokens_details=None, prompt_tokens_details=None), service_tier=None, kv_transfer_params=None)
Input: The capital of France is, Output: Completion(id='cmpl-9f545aa5e9ccafcc', choices=[CompletionChoice(finish_reason='length', index=0, logprobs=None, text=" enragingly full of conservative opinions about the monarchy's role in society,", stop_reason=None, token_ids=None, prompt_logprobs=None, prompt_token_ids=None)], created=1769633628, model='facebook/opt-125m', object='text_completion', system_fingerprint=None, usage=CompletionUsage(completion_tokens=16, prompt_tokens=6, total_tokens=22, completion_tokens_details=None, prompt_tokens_details=None), service_tier=None, kv_transfer_params=None)
Input: The future of AI is, Output: Completion(id='cmpl-90e315a3d50863df', choices=[CompletionChoice(finish_reason='length', index=0, logprobs=None, text=' in the cloud; in 2017, six of the eight most popular services cloud and', stop_reason=None, token_ids=None, prompt_logprobs=None, prompt_token_ids=None)], created=1769633628, model='facebook/opt-125m', object='text_completion', system_fingerprint=None, usage=CompletionUsage(completion_tokens=16, prompt_tokens=6, total_tokens=22, completion_tokens_details=None, prompt_tokens_details=None), service_tier=None, kv_transfer_params=None)
Input: Emperor penguins are, Output: Completion(id='cmpl-a2990af8577889fe', choices=[CompletionChoice(finish_reason='length', index=0, logprobs=None, text=' so adorable. What is up with those adults neckbeard beards?\nSome', stop_reason=None, token_ids=None, prompt_logprobs=None, prompt_token_ids=None)], created=1769633628, model='facebook/opt-125m', object='text_completion', system_fingerprint=None, usage=CompletionUsage(completion_tokens=16, prompt_tokens=6, total_tokens=22, completion_tokens_details=None, prompt_tokens_details=None), service_tier=None, kv_transfer_params=None)

After:

Input: Hello, my name is, Output:  Joel, my dad is Anton Harriman and my wife is Lydia. 
Input: The president of the United States is, Output:  reportedly using a pressure cooker to make 10-second swim parts.
The Federal
Input: The capital of France is, Output:  enragingly full of conservative opinions about the monarchy's role in society,
Input: The future of AI is, Output:  in the cloud; in 2017, six of the eight most popular services cloud and
Input: Emperor penguins are, Output:  so adorable. What is up with those adults neckbeard beards?
Some

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Summary of Changes

Hello @ahmedabu98, I'm Gemini Code Assist1! I'm currently reviewing this pull request and will post my feedback shortly. In the meantime, here's a summary to help you and other reviewers quickly get up to speed!

This pull request focuses on refining the output presentation within the run_inference_vllm.ipynb notebook. The primary goal is to make the inference results more user-friendly and easier to interpret by displaying only the essential generated text, thereby eliminating the clutter of the full inference object. This change significantly improves the clarity and conciseness of the notebook's execution output.

Highlights

  • Improved Output Formatting: The pull request enhances the readability of inference results by extracting only the generated text from the inference object, rather than printing the entire verbose object.
  • Notebook Update: The FormatOutput class within the run_inference_vllm.ipynb notebook has been modified to implement this cleaner output.

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Thanks!

@ahmedabu98 ahmedabu98 merged commit e26b76b into apache:master Jan 28, 2026
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