GRPO fix dataloader_num_workers value error in GRPOTrainer #2944
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Problem
After resolving the initial
state2in unsloth PR 2943 attribute errors in GRPO training, users encountered a secondary validation error when initializingGRPOConfig:This error occurs because Unsloth's RL patching system sets default values for dataloader optimization, including
dataloader_prefetch_factor = 2anddataloader_num_workers = 0. However, the Transformers library validation logicHowever, the Transformers library transformers validation logic
requires
dataloader_num_workers > 1whendataloader_prefetch_factoris specified, as prefetching only makes sense when data loading happens in separate worker processes.The conflict arises from Unsloth's optimization defaults being incompatible with Transformers' validation requirements, preventing GRPO training from starting.
Solution
Modified the dataloader configuration logic in
rl.pyand setdataloader_num_workersdefault to0, to ensure compatibility with Transformers validation.Tests
We tested end-to-end the following GRPO notebooks to ensure both training and inference work correctly.
After applying the fixes in both unsloth PR 2943 and this PR, all notebooks now complete successfully without errors