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* Fix lighteval cmd * Fix typo * Pin lighteval * Hacks to the max * Fix slurm * Fix * Pin lighteval * Pin l --------- Co-authored-by: [email protected] <[email protected]>
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Reviewer's Guide by SourceryThis pull request introduces a new code format reward function, updates installation instructions in the README, modifies dependencies in Sequence diagram for the code format rewardsequenceDiagram
participant User
participant GRPO
participant Reward Function
User->>GRPO: Provides completion
GRPO->>Reward Function: Calls get_code_format_reward(language)
Reward Function->>Reward Function: Defines code_format_reward(completions, **kwargs)
Reward Function->>Reward Function: Applies regex pattern to completion content
Reward Function-->>GRPO: Returns reward (1.0 if match, 0.0 if not)
GRPO-->>User: Returns reward
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Summary by Sourcery
This pull request introduces a new
code_formatreward function to encourage models to generate code in a specific format. It also updates the installation instructions and evaluation commands in the README, and adds a new test suite for thecode_formatreward function.New Features:
code_format, to incentivize the model to generate code responses in a specific format, including<think>and<answer>tags with a language identifier.Enhancements:
uv pip installwithout the--link-mode=copyflag, and adds a tip for Hugging Face cluster users to suppress cache warnings.generation_parameters={max_new_tokens:32768,temperature:0.0}in theMODEL_ARGSto control generation parameters.langdetectas a dependency for LightEval's extended tasks.Tests:
TestCodeFormat, to verify thecode_formatreward function with various correct and incorrect code formats, including different languages and multiple code blocks.