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Ensure models.llamacpp Doesn't Have Implicit max_tokens #996

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merged 1 commit into from
Jun 24, 2024

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@lapp0 lapp0 commented Jun 21, 2024

Fixes #973

Problem

In #973 an invalid pattern was being generated, however it was only invalid because it was incomplete. in the LlamaCpp.generate() call llama_cpp_params["max_tokens"] was unset, however the model was still finishing for reason "length":

[{'text': '{ "name": "Grace Lee", "age":32, "', 'index': 0, 'logprobs': None, 'finish_reason': 'length'}]                                                                                                         

In turns out the max tokens was being implicitly set to 30.

Solution

Allow 2**30 tokens if max_length is unset /None, because llama_cpp_params requires an int for the max_tokens field.

@lapp0 lapp0 added the llama.cpp Related to the `llama.cpp` integration label Jun 21, 2024
@lapp0 lapp0 marked this pull request as ready for review June 22, 2024 22:14
@lapp0 lapp0 requested a review from rlouf June 22, 2024 22:15
@rlouf rlouf merged commit 42206e2 into outlines-dev:main Jun 24, 2024
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Invalid generate.json Output with models.llamacpp
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