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Description

Fixes a bug where the assistant_token_mask was misaligned. The method did not correctly handle special tokens added by enable_thinking=False, causing an offset. This will lead to incorrect results when using the qwen3 model while setting enable_thinking=False.

For example, the correct unmasked token should be:

<|im_start|>system
You are a helpful assistant.<|im_end|>
<|im_start|>user
What is the weather today?<|im_end|>
<|im_start|>assistant
<think>

</think>

Instead we get the unmasked token as:

<|im_start|>system
You are a helpful assistant.<|im_end|>
<|im_start|>user
What is the weather today?<|im_end|>
<|im_start|>assistant

and the action masked tokens:

<think>

</think>
xxx

Causing an offset.

Checklist

Please check the following items before code is ready to be reviewed.

  • Code has passed all tests
  • Docstrings have been added/updated in Google Style
  • Documentation has been updated
  • Code is ready for review

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Summary of Changes

Hello @garyzhang99, 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 resolves a critical tokenization bug that caused the assistant_token_mask to be misaligned when the enable_thinking argument was set to False. This misalignment led to incorrect token processing, particularly impacting the Qwen3 model. The fix involves correctly propagating the enable_thinking parameter to the underlying tokenization functions, ensuring accurate token mask generation.

Highlights

  • Tokenizer Bug Fix: Corrects a bug in the assistant_token_mask calculation within the tokenizer.
  • Token Misalignment: Addresses the misalignment of special tokens that occurred when enable_thinking was set to False.
  • Qwen3 Model Impact: Resolves incorrect results specifically affecting the Qwen3 model when enable_thinking=False.
  • Parameter Propagation: Ensures the enable_thinking argument is correctly passed through to underlying tokenization utilities.
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@garyzhang99 garyzhang99 requested a review from pan-x-c October 11, 2025 09:17
@garyzhang99 garyzhang99 changed the title Fix tokenizer bug when getting action masks with enable_thinking arguments [BUGFIX]Fix tokenizer bug when getting action masks with enable_thinking arguments Oct 11, 2025
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Code Review

This pull request addresses a bug in the tokenizer that caused misaligned assistant action masks when enable_thinking was used. The fix involves adding the enable_thinking parameter to the tokenize_and_mask_messages_hf and tokenize_and_mask_messages_default functions and passing it down to the tokenizer.apply_chat_template method. The vLLMRolloutModel is also updated to pass its enable_thinking configuration to these functions. The changes are correct and well-targeted. I've suggested updating the docstrings for the modified functions to include the new parameter, which will improve code maintainability. Overall, this is a good fix.

@hiyuchang
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/unittest-all

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Summary

Tests 📝 Passed ✅ Failed ❌ Skipped ⏭️ Other ❓ Flaky 🍂 Duration ⏱️
153 145 6 2 0 0 3.5s

Failed Tests

Failed Tests ❌ Fail Message
❌ tests/manager/synchronizer_test.py::TestStateDictBasedSynchronizer_0::test_synchronizer The test failed in the call phase
❌ tests/manager/synchronizer_test.py::TestStateDictBasedSynchronizer_1::test_synchronizer The test failed in the call phase
❌ tests/manager/synchronizer_test.py::TestStateDictBasedSynchronizer_2::test_synchronizer The test failed in the call phase
❌ tests/manager/synchronizer_test.py::TestStateDictBasedSynchronizer_3::test_synchronizer The test failed in the call phase
❌ tests/manager/synchronizer_test.py::TestNCCLBasedSynchronizer_0::test_synchronizer The test failed in the call phase
❌ tests/manager/synchronizer_test.py::TestNCCLBasedSynchronizer_1::test_synchronizer The test failed in the call phase

Skipped

Tests Status
tests/trainer/trainer_test.py::TestMultiModalGRPO::test_trainer skipped ⏭️
tests/trainer/trainer_test.py::TestMultiModalSFT::test_trainer skipped ⏭️

Tests

Test Name Status Flaky Duration
tests/algorithm/advantage_fn_test.py::TestGroupedAdvantageFn::test_duplicate_grpo 1ms
tests/algorithm/advantage_fn_test.py::TestGroupedAdvantageFn::test_grpo_advantage 1ms
tests/algorithm/advantage_fn_test.py::TestGroupedAdvantageFn::test_grpo_correct_bias 1ms
tests/algorithm/advantage_fn_test.py::TestGroupedAdvantageFn::test_grpo_reward_std 1ms
tests/algorithm/advantage_fn_test.py::TestGroupedAdvantageFn::test_step_wise_grpo_advantage 1ms
tests/algorithm/policy_loss_test.py::VerlPolicyLossTest::test_dpo_policy_loss 1ms
tests/algorithm/policy_loss_test.py::VerlPolicyLossTest::test_gspo_policy_loss 1ms
tests/algorithm/policy_loss_test.py::VerlPolicyLossTest::test_mix_policy_loss 1ms
tests/algorithm/policy_loss_test.py::VerlPolicyLossTest::test_opmd_policy_loss 1ms
tests/algorithm/policy_loss_test.py::VerlPolicyLossTest::test_ppo_policy_loss 1ms
tests/algorithm/policy_loss_test.py::VerlPolicyLossTest::test_sft_policy_loss 1ms
tests/buffer/experience_pipeline_test.py::TestExperiencePipeline::test_experience_pipeline 13ms
tests/buffer/experience_storage_test.py::ExperienceStorageTest::test_sql_experience_buffer 4ms
tests/buffer/experience_storage_test.py::ExperienceStorageTest::test_sql_storage_0_sft 6ms
tests/buffer/experience_storage_test.py::ExperienceStorageTest::test_sql_storage_1_dpo 6ms
tests/buffer/file_test.py::TestFileBuffer::test_file_reader 1ms
tests/buffer/file_test.py::TestFileBuffer::test_file_writer 3ms
tests/buffer/formatter_test.py::TestFormatter::test_dpo_messages_formatter 1ms
tests/buffer/formatter_test.py::TestFormatter::test_dpo_plaintext_formatter 1ms
tests/buffer/formatter_test.py::TestFormatter::test_multi_modal_sft_formatter 1ms
tests/buffer/formatter_test.py::TestFormatter::test_sft_messages_formatter 1ms
tests/buffer/formatter_test.py::TestFormatter::test_sft_plaintext_formatter 1ms
tests/buffer/formatter_test.py::TestFormatter::test_task_formatter 1ms
tests/buffer/queue_test.py::TestQueueBuffer::test_priority_queue_buffer_reuse 8ms
tests/buffer/queue_test.py::TestQueueBuffer::test_priority_queue_capacity 4ms
tests/buffer/queue_test.py::TestQueueBuffer::test_queue_buffer_0_queue 5ms
tests/buffer/queue_test.py::TestQueueBuffer::test_queue_buffer_1_priority_queue 5ms
tests/buffer/queue_test.py::TestQueueBuffer::test_queue_buffer_capacity 6ms
tests/buffer/reward_shaping_mapper_test.py::TestRewardShapingMapper::test_basic_usage 1ms
tests/buffer/sql_test.py::TestSQLBuffer::test_sql_buffer_read_write 4ms
tests/buffer/task_storage_test.py::TaskStorageTest::test_read_task_0 1ms
tests/buffer/task_storage_test.py::TaskStorageTest::test_read_task_1 3ms
tests/buffer/task_storage_test.py::TaskStorageTest::test_read_task_2 1ms
tests/buffer/task_storage_test.py::TaskStorageTest::test_read_task_3 3ms
tests/buffer/task_storage_test.py::TaskStorageTest::test_read_task_4 1ms
tests/buffer/task_storage_test.py::TaskStorageTest::test_read_task_5 4ms
tests/cli/launcher_test.py::TestLauncherMain::test_main_run_command 7ms
tests/cli/launcher_test.py::TestLauncherMain::test_main_run_in_dlc 1ms
tests/cli/launcher_test.py::TestLauncherMain::test_main_studio_command 1ms
tests/cli/launcher_test.py::TestLauncherMain::test_multi_stage_run 2ms
tests/common/config_test.py::TestConfig::test_all_examples_are_valid 34ms
tests/common/config_test.py::TestConfig::test_config_flatten 1ms
tests/common/config_test.py::TestConfig::test_continue_from_checkpoint_is_valid 1ms
tests/common/config_test.py::TestConfig::test_load_default_config 2ms
tests/common/experience_test.py::TestEID::test_eid_properties 1ms
tests/common/experience_test.py::TestExperience::test_action_mask_and_logprobs_type 1ms
tests/common/experience_test.py::TestExperience::test_assertions 1ms
tests/common/experience_test.py::TestExperience::test_dpo_experience 1ms
tests/common/experience_test.py::TestExperience::test_gather 1ms
tests/common/experience_test.py::TestExperience::test_hf_datasets_conversion 1ms
tests/common/experience_test.py::TestExperience::test_multi_turn_experience 1ms
tests/common/experience_test.py::TestExperience::test_serialize_deserialize 1ms
tests/common/experience_test.py::TestExperience::test_single_turn_experience 1ms
tests/common/experience_test.py::TestExperience::test_to_dict 1ms
tests/common/experience_test.py::TestExperienceConversion::test_batch_conversion 1ms
tests/common/experience_test.py::TestExperienceConversion::test_dpo_experience_batch_conversion 1ms
tests/common/experience_test.py::TestExperienceConversion::test_experience_model_experience_conversion 1ms
tests/common/experience_test.py::TestExperienceConversion::test_gather_experiences_with_custom_fields 1ms
tests/common/experience_test.py::TestExperienceConversion::test_multiturn_experience_batch_converstion 1ms
tests/common/vllm_test.py::ModelWrapperTest_0::test_generate 55ms
tests/common/vllm_test.py::ModelWrapperTest_1::test_generate 36ms
tests/common/vllm_test.py::ModelWrapperTest_2::test_generate 45ms
tests/common/vllm_test.py::TestModelLen_0::test_model_len 20ms
tests/common/vllm_test.py::TestModelLen_1::test_model_len 20ms
tests/common/vllm_test.py::TestAPIServer::test_api 23ms
tests/common/vllm_test.py::TestAsyncAPIServer::test_api_async 24ms
tests/common/vllm_test.py::TestTokenizer::test_action_mask 1ms
tests/common/vllm_test.py::TestTokenizer::test_action_mask_with_tools 1ms
tests/common/vllm_test.py::TestAPIServerToolCall_0_deepseek_r1::test_api_tool_calls 22ms
tests/common/vllm_test.py::TestAPIServerToolCall_1::test_api_tool_calls 20ms
tests/explorer/explorer_test.py::TestExplorerCountdownEval::test_explorer 57ms
tests/explorer/explorer_test.py::TestExplorerCountdownNoEval::test_explorer 47ms
tests/explorer/explorer_test.py::TestExplorerGSM8k::test_explorer 206ms
tests/explorer/explorer_test.py::ServeTest::test_serve 69ms
tests/explorer/scheduler_test.py::SchedulerTest::test_async_workflow 6ms
tests/explorer/scheduler_test.py::SchedulerTest::test_concurrent_operations 5ms
tests/explorer/scheduler_test.py::SchedulerTest::test_get_results 23ms
tests/explorer/scheduler_test.py::SchedulerTest::test_multi_step_execution 6ms
tests/explorer/scheduler_test.py::SchedulerTest::test_non_repeatable_workflow 5ms
tests/explorer/scheduler_test.py::SchedulerTest::test_scheduler_all_methods 15ms
tests/explorer/scheduler_test.py::SchedulerTest::test_scheduler_restart_after_stop 9ms
tests/explorer/scheduler_test.py::SchedulerTest::test_split_tasks 8ms
tests/explorer/scheduler_test.py::SchedulerTest::test_stepwise_experience_eid 5ms
tests/explorer/scheduler_test.py::SchedulerTest::test_wait_all 8ms
tests/explorer/scheduler_test.py::SchedulerTest::test_wait_all_timeout_with_multi_batch 14ms
tests/explorer/step_wise_workflow_test.py::WorkflowTest::test_reward_propagation_workflow_0 1ms
tests/explorer/step_wise_workflow_test.py::WorkflowTest::test_reward_propagation_workflow_1 1ms
tests/explorer/step_wise_workflow_test.py::WorkflowTest::test_step_wise_reward_workflow_0 1ms
tests/explorer/step_wise_workflow_test.py::WorkflowTest::test_step_wise_reward_workflow_1 1ms
tests/explorer/step_wise_workflow_test.py::WorkflowTest::test_workflows_raise_error 1ms
tests/explorer/step_wise_workflow_test.py::WorkflowTest::test_workflows_stop_at_max_env_steps 1ms
tests/explorer/workflow_test.py::WorkflowTest::test_gsm8k_workflow 1ms
tests/explorer/workflow_test.py::WorkflowTest::test_math_boxed_workflow 1ms
tests/explorer/workflow_test.py::WorkflowTest::test_math_complex_workflow 1ms
tests/explorer/workflow_test.py::WorkflowTest::test_math_eval_workflow 1ms
tests/explorer/workflow_test.py::WorkflowTest::test_math_fraction_workflow 1ms
tests/explorer/workflow_test.py::WorkflowTest::test_math_workflow 1ms
tests/explorer/workflow_test.py::WorkflowTest::test_rm_gallery_workflow 1ms
tests/explorer/workflow_test.py::WorkflowTest::test_workflow_repeatable_0 1ms
tests/explorer/workflow_test.py::WorkflowTest::test_workflow_repeatable_1 1ms
tests/explorer/workflow_test.py::WorkflowTest::test_workflow_resettable_0 1ms
tests/explorer/workflow_test.py::WorkflowTest::test_workflow_resettable_1 1ms
tests/explorer/workflow_test.py::MultiTurnWorkflowTest_0::test_multi_turn_workflow 18ms
tests/explorer/workflow_test.py::MultiTurnWorkflowTest_1::test_multi_turn_workflow 19ms
tests/manager/synchronizer_test.py::TestSynchronizerExit::test_synchronizer 30ms
tests/manager/synchronizer_test.py::TestStateDictBasedSynchronizer_0::test_synchronizer 259ms
tests/manager/synchronizer_test.py::TestStateDictBasedSynchronizer_1::test_synchronizer 57ms
tests/manager/synchronizer_test.py::TestStateDictBasedSynchronizer_2::test_synchronizer 49ms
tests/manager/synchronizer_test.py::TestStateDictBasedSynchronizer_3::test_synchronizer 57ms
tests/manager/synchronizer_test.py::TestNCCLBasedSynchronizer_0::test_synchronizer 6ms
tests/manager/synchronizer_test.py::TestNCCLBasedSynchronizer_1::test_synchronizer 6ms
tests/service/data_juicer_test.py::TestDataJuicer::test_config 1ms
tests/service/data_juicer_test.py::TestDataJuicer::test_server_start 21ms
tests/service/data_juicer_test.py::TestDataJuicerExperiencePipeline::test_data_juicer_operators 23ms
tests/service/data_juicer_test.py::TestDataJuicerTaskPipeline::test_data_juicer_task_pipeline 14ms
tests/trainer/trainer_test.py::TestTrainerCountdown_0_fsdp::test_trainer 139ms
tests/trainer/trainer_test.py::TestTrainerCountdown_1_megatron::test_trainer 323ms
tests/trainer/trainer_test.py::TestStepAheadAsyncRL::test_trainer 62ms
tests/trainer/trainer_test.py::TestTrainerGSM8K_0_fsdp::test_trainer 52ms
tests/trainer/trainer_test.py::TestTrainerGSM8K_1_fsdp2::test_trainer 52ms
tests/trainer/trainer_test.py::TestTrainerGSM8K_2_fsdp::test_trainer 54ms
tests/trainer/trainer_test.py::TestTrainerGSM8K_3_fsdp2::test_trainer 65ms
tests/trainer/trainer_test.py::TestTrainerSFTWarmupGSM8K::test_trainer 100ms
tests/trainer/trainer_test.py::TestTrainerDPO::test_trainer 39ms
tests/trainer/trainer_test.py::TestTrainerSFT::test_trainer 36ms
tests/trainer/trainer_test.py::TestTrainerToolsSFT::test_trainer_tools 36ms
tests/trainer/trainer_test.py::TestFullyAsyncMode_0_fsdp::test_fully_async_mode 85ms
tests/trainer/trainer_test.py::TestFullyAsyncMode_1_fsdp::test_fully_async_mode 87ms
tests/trainer/trainer_test.py::TestFullyAsyncMode_2_megatron::test_fully_async_mode 171ms
tests/trainer/trainer_test.py::TestTrainerCheckpointSave_0_fsdp::test_trainer 94ms
tests/trainer/trainer_test.py::TestTrainerCheckpointSave_1_megatron::test_trainer 366ms
tests/trainer/trainer_test.py::TestTrainerMIX::test_trainer 64ms
tests/trainer/trainer_test.py::TestMultiModalGRPO::test_trainer ⏭️ 1ms
tests/trainer/trainer_test.py::TestMultiModalSFT::test_trainer ⏭️ 1ms
tests/trainer/trainer_test.py::TestTrainerLoRA::test_trainer 148ms
tests/utils/eval_utils_test.py::TestComputeScore::test_both_boxed_and_equivalent 1ms
tests/utils/eval_utils_test.py::TestComputeScore::test_both_boxed_and_not_equivalent 1ms
tests/utils/eval_utils_test.py::TestComputeScore::test_empty_ground_truth 1ms
tests/utils/eval_utils_test.py::TestComputeScore::test_empty_solution_string 1ms
tests/utils/eval_utils_test.py::TestComputeScore::test_multiple_boxed_answers_in_solution 1ms
tests/utils/eval_utils_test.py::TestComputeScore::test_solution_boxed_truth_raw_and_equivalent 1ms
tests/utils/eval_utils_test.py::TestComputeScore::test_solution_boxed_truth_raw_and_not_equivalent 1ms
tests/utils/eval_utils_test.py::TestComputeScore::test_solution_not_boxed 1ms
tests/utils/eval_utils_test.py::TestComputeScore::test_solution_raw_and_ground_truth_boxed_equivalent 1ms
tests/utils/eval_utils_test.py::TestMathEvalUtils::test_extract_answer 1ms
tests/utils/eval_utils_test.py::TestMathEvalUtils::test_verify_math_answer 1ms
tests/utils/eval_utils_test.py::TestEvalUtils::test_is_equiv 1ms
tests/utils/log_test.py::LogTest::test_actor_log 5ms
tests/utils/log_test.py::LogTest::test_group_by_node 4ms
tests/utils/log_test.py::LogTest::test_no_actor_log 1ms
tests/utils/plugin_test.py::TestPluginLoader::test_load_plugins_local 1ms
tests/utils/plugin_test.py::TestPluginLoader::test_load_plugins_remote 9ms
tests/utils/plugin_test.py::TestPluginLoader::test_passing_custom_class 5ms

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/unittest-module-manager

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Summary

Tests 📝 Passed ✅ Failed ❌ Skipped ⏭️ Other ❓ Flaky 🍂 Duration ⏱️
7 7 0 0 0 0 584ms

Tests

Test Name Status Flaky Duration
tests/manager/synchronizer_test.py::TestSynchronizerExit::test_synchronizer 34ms
tests/manager/synchronizer_test.py::TestStateDictBasedSynchronizer_0::test_synchronizer 74ms
tests/manager/synchronizer_test.py::TestStateDictBasedSynchronizer_1::test_synchronizer 80ms
tests/manager/synchronizer_test.py::TestStateDictBasedSynchronizer_2::test_synchronizer 123ms
tests/manager/synchronizer_test.py::TestStateDictBasedSynchronizer_3::test_synchronizer 121ms
tests/manager/synchronizer_test.py::TestNCCLBasedSynchronizer_0::test_synchronizer 71ms
tests/manager/synchronizer_test.py::TestNCCLBasedSynchronizer_1::test_synchronizer 73ms

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@pan-x-c pan-x-c merged commit bbd50cc into modelscope:main Oct 13, 2025
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