Skip to content

Conversation

@chenyushuo
Copy link
Collaborator

Description

As the title says.

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

@gemini-code-assist
Copy link
Contributor

Summary of Changes

Hello @chenyushuo, 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 enhances the Experience data model by introducing support for token-level rewards, providing a more detailed feedback mechanism for reinforcement learning tasks. It streamlines the process of collecting and batching these rewards, and integrates this new capability into the verl training framework, ensuring that the system can effectively utilize these granular reward signals.

Highlights

  • New token_level_reward field: Introduced a new token_level_reward field to the Experience and Experiences data structures, allowing for more granular reward signals associated with individual tokens.
  • Refactored data gathering logic: Consolidated the gathering of various response-related attributes (like log probabilities, advantages, and returns) into a single, generic gather_response_attrs utility function, improving code reusability and maintainability.
  • VERL integration and reward handling: Updated the to_data_proto utility in the verl trainer to properly handle the new token_level_reward. It now prioritizes token-level rewards if provided, or converts sequence-level rewards to token-level if only those are available, with a warning for potential conflicts.
  • Comprehensive unit tests: Added new unit tests to experience_test.py to thoroughly validate the correct gathering and processing of token_level_reward within the Experiences batching mechanism.
Using Gemini Code Assist

The full guide for Gemini Code Assist can be found on our documentation page, here are some quick tips.

Invoking Gemini

You can request assistance from Gemini at any point by creating a comment using either /gemini <command> or @gemini-code-assist <command>. Below is a summary of the supported commands on the current page.

Feature Command Description
Code Review /gemini review Performs a code review for the current pull request in its current state.
Pull Request Summary /gemini summary Provides a summary of the current pull request in its current state.
Comment @gemini-code-assist Responds in comments when explicitly tagged, both in pull request comments and review comments.
Help /gemini help Displays a list of available commands.

Customization

To customize Gemini Code Assist for GitHub experience, repository maintainers can create a configuration file and/or provide a custom code review style guide (such as PEP-8 for Python) by creating and adding files to a .gemini/ folder in the base of the repository. Detailed instructions can be found here.

Limitations & Feedback

Gemini Code Assist may make mistakes. Please leave feedback on any instances where its feedback is incorrect or counter productive. You can react with 👍 and 👎 on @gemini-code-assist comments. If you're interested in giving your feedback about your experience with Gemini Code Assist for Github and other Google products, sign up here.

You can also get AI-powered code generation, chat, as well as code reviews directly in the IDE at no cost with the Gemini Code Assist IDE Extension.

Footnotes

  1. Review the Privacy Notices, Generative AI Prohibited Use Policy, Terms of Service, and learn how to configure Gemini Code Assist in GitHub here. Gemini can make mistakes, so double check it and use code with caution.

Copy link
Contributor

@gemini-code-assist gemini-code-assist bot left a comment

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Code Review

This pull request introduces token_level_reward to the Experience and Experiences data structures, enabling more granular reward modeling. The changes are well-executed, with corresponding updates to data serialization, testing, and integration with the verl trainer. A notable improvement is the refactoring of several gather_* functions into a single, generic gather_response_attrs function, which significantly reduces code duplication. My review includes one suggestion to correct type hints for better code clarity and correctness.

@pan-x-c
Copy link
Collaborator

pan-x-c commented Nov 24, 2025

/unittest-all

@github-actions
Copy link

Summary

Tests 📝 Passed ✅ Failed ❌ Skipped ⏭️ Other ❓ Flaky 🍂 Duration ⏱️
189 186 0 3 0 0 1h 20m

Skipped

Tests Status
tests/explorer/workflow_test.py::TestAgentScopeWorkflowAdapter::test_adapter skipped ⏭️
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_batch_level_std_grpo 40ms
tests/algorithm/advantage_fn_test.py::TestGroupedAdvantageFn::test_batch_level_step_wise_grpo_advantage 2ms
tests/algorithm/advantage_fn_test.py::TestGroupedAdvantageFn::test_duplicate_grpo 5ms
tests/algorithm/advantage_fn_test.py::TestGroupedAdvantageFn::test_grpo_advantage 3ms
tests/algorithm/advantage_fn_test.py::TestGroupedAdvantageFn::test_grpo_correct_bias 2ms
tests/algorithm/advantage_fn_test.py::TestGroupedAdvantageFn::test_grpo_reward_std 1ms
tests/algorithm/advantage_fn_test.py::TestGroupedAdvantageFn::test_step_wise_grpo_advantage 2ms
tests/algorithm/advantage_fn_test.py::TestGroupedAdvantageFn::test_step_wise_grpo_with_std_threshold 2ms
tests/algorithm/policy_loss_test.py::VerlPolicyLossTest::test_dpo_policy_loss 2ms
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 20.0s
tests/buffer/experience_pipeline_test.py::TestExperiencePipeline::test_pass_rate_calculation 21.6s
tests/buffer/experience_storage_test.py::ExperienceStorageTest::test_sql_experience_buffer 3.9s
tests/buffer/experience_storage_test.py::ExperienceStorageTest::test_sql_storage_0_sft 6.2s
tests/buffer/experience_storage_test.py::ExperienceStorageTest::test_sql_storage_1_dpo 6.7s
tests/buffer/file_test.py::TestFileBuffer::test_file_reader 157ms
tests/buffer/file_test.py::TestFileBuffer::test_file_writer 4.3s
tests/buffer/formatter_test.py::TestFormatter::test_dpo_messages_formatter 519ms
tests/buffer/formatter_test.py::TestFormatter::test_dpo_plaintext_formatter 464ms
tests/buffer/formatter_test.py::TestFormatter::test_multi_modal_sft_formatter 896ms
tests/buffer/formatter_test.py::TestFormatter::test_sft_messages_formatter 955ms
tests/buffer/formatter_test.py::TestFormatter::test_sft_plaintext_formatter 708ms
tests/buffer/formatter_test.py::TestFormatter::test_task_formatter 223ms
tests/buffer/queue_test.py::TestQueueBuffer::test_priority_queue_buffer_reuse 8.9s
tests/buffer/queue_test.py::TestQueueBuffer::test_priority_queue_capacity 5.1s
tests/buffer/queue_test.py::TestQueueBuffer::test_priority_queue_reuse_count_control 7.1s
tests/buffer/queue_test.py::TestQueueBuffer::test_queue_buffer_0_queue 6.1s
tests/buffer/queue_test.py::TestQueueBuffer::test_queue_buffer_1_priority_queue 5.9s
tests/buffer/queue_test.py::TestQueueBuffer::test_queue_buffer_capacity 6.6s
tests/buffer/reader_test.py::TestBufferReader::test_buffer_reader_registration 814ms
tests/buffer/reward_shaping_mapper_test.py::TestRewardShapingMapper::test_basic_usage 6ms
tests/buffer/sql_test.py::TestSQLBuffer::test_sql_exp_buffer_read_write 3.9s
tests/buffer/sql_test.py::TestSQLBuffer::test_sql_task_buffer_read_write 4.4s
tests/buffer/task_scheduler_test.py::TestTaskScheduler::test_task_scheduler_0 89ms
tests/buffer/task_scheduler_test.py::TestTaskScheduler::test_task_scheduler_1 70ms
tests/buffer/task_scheduler_test.py::TestTaskScheduler::test_task_scheduler_2 112ms
tests/buffer/task_scheduler_test.py::TestTaskScheduler::test_task_scheduler_3 110ms
tests/buffer/task_scheduler_test.py::TestTaskScheduler::test_task_scheduler_4 110ms
tests/buffer/task_scheduler_test.py::TestTaskScheduler::test_task_scheduler_5 114ms
tests/buffer/task_scheduler_test.py::TestTaskScheduler::test_task_scheduler_6 129ms
tests/buffer/task_scheduler_test.py::TestTaskScheduler::test_task_scheduler_simple 57ms
tests/buffer/task_storage_test.py::TaskStorageTest::test_read_task_0_file 71ms
tests/buffer/task_storage_test.py::TaskStorageTest::test_read_task_1_sql 4.0s
tests/buffer/task_storage_test.py::TaskStorageTest::test_read_task_2_file 51ms
tests/buffer/task_storage_test.py::TaskStorageTest::test_read_task_3_sql 4.2s
tests/buffer/task_storage_test.py::TaskStorageTest::test_read_task_4_file 50ms
tests/buffer/task_storage_test.py::TaskStorageTest::test_read_task_5_sql 4.6s
tests/cli/launcher_test.py::TestLauncherMain::test_debug_mode 47.9s
tests/cli/launcher_test.py::TestLauncherMain::test_main_run_command 6.6s
tests/cli/launcher_test.py::TestLauncherMain::test_main_run_in_dlc 1.8s
tests/cli/launcher_test.py::TestLauncherMain::test_main_studio_command 313ms
tests/cli/launcher_test.py::TestLauncherMain::test_multi_stage_run 1.7s
tests/common/config_test.py::TestConfig::test_all_examples_are_valid 33.8s
tests/common/config_test.py::TestConfig::test_chat_template_path 94ms
tests/common/config_test.py::TestConfig::test_config_flatten 41ms
tests/common/config_test.py::TestConfig::test_continue_from_checkpoint_is_valid 192ms
tests/common/config_test.py::TestConfig::test_default_workflow 91ms
tests/common/config_test.py::TestConfig::test_load_default_config 3.7s
tests/common/config_test.py::TestConfig::test_max_token_len_per_gpu_set_correctly 96ms
tests/common/config_test.py::TestConfig::test_optimizer_config_propagation 93ms
tests/common/config_test.py::TestConfig::test_update_config_from_ray_cluster 358ms
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_gather_with_token_level_reward 1ms
tests/common/experience_test.py::TestExperience::test_hf_datasets_conversion 16ms
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 51.5s
tests/common/vllm_test.py::ModelWrapperTest_1::test_generate 32.8s
tests/common/vllm_test.py::ModelWrapperTest_2::test_generate 44.6s
tests/common/vllm_test.py::TestModelLen_0::test_model_len 17.8s
tests/common/vllm_test.py::TestModelLen_1::test_model_len 16.9s
tests/common/vllm_test.py::TestAPIServer::test_api 22.5s
tests/common/vllm_test.py::TestLogprobs::test_logprobs 19.1s
tests/common/vllm_test.py::TestAsyncAPIServer::test_api_async 22.5s
tests/common/vllm_test.py::TestTokenizer::test_action_mask 240ms
tests/common/vllm_test.py::TestTokenizer::test_action_mask_with_tools 233ms
tests/common/vllm_test.py::TestAPIServerToolCall_0_deepseek_r1::test_api_tool_calls 19.2s
tests/common/vllm_test.py::TestAPIServerToolCall_1::test_api_tool_calls 17.4s
tests/common/vllm_test.py::TestSuperLongGeneration::test_generate 4m 12s
tests/explorer/explorer_test.py::TestExplorerCountdownEval::test_explorer 1m 14s
tests/explorer/explorer_test.py::TestExplorerGSM8KRULERNoEval::test_explorer 1m 43s
tests/explorer/explorer_test.py::TestExplorerGSM8k::test_explorer 3m 38s
tests/explorer/explorer_test.py::ServeTest::test_serve 1m 21s
tests/explorer/scheduler_test.py::SchedulerTest::test_async_workflow 12.4s
tests/explorer/scheduler_test.py::SchedulerTest::test_concurrent_operations 12.3s
tests/explorer/scheduler_test.py::SchedulerTest::test_dynamic_timeout 19.1s
tests/explorer/scheduler_test.py::SchedulerTest::test_get_results 27.6s
tests/explorer/scheduler_test.py::SchedulerTest::test_metric_calculation_with_non_repeatable_workflow_0 12.5s
tests/explorer/scheduler_test.py::SchedulerTest::test_metric_calculation_with_non_repeatable_workflow_1 12.4s
tests/explorer/scheduler_test.py::SchedulerTest::test_metric_calculation_with_repeatable_workflow_0 12.7s
tests/explorer/scheduler_test.py::SchedulerTest::test_metric_calculation_with_repeatable_workflow_1 12.6s
tests/explorer/scheduler_test.py::SchedulerTest::test_multi_step_execution 12.7s
tests/explorer/scheduler_test.py::SchedulerTest::test_non_repeatable_workflow 12.2s
tests/explorer/scheduler_test.py::SchedulerTest::test_over_rollout_min_wait 16.3s
tests/explorer/scheduler_test.py::SchedulerTest::test_scheduler_all_methods 22.1s
tests/explorer/scheduler_test.py::SchedulerTest::test_scheduler_restart_after_stop 23.9s
tests/explorer/scheduler_test.py::SchedulerTest::test_split_tasks 15.3s
tests/explorer/scheduler_test.py::SchedulerTest::test_stepwise_experience_eid 32.6s
tests/explorer/scheduler_test.py::SchedulerTest::test_wait_all 15.5s
tests/explorer/scheduler_test.py::SchedulerTest::test_wait_all_timeout_with_multi_batch 21.0s
tests/explorer/step_wise_workflow_test.py::WorkflowTest::test_reward_propagation_workflow_0 2ms
tests/explorer/step_wise_workflow_test.py::WorkflowTest::test_reward_propagation_workflow_1 602ms
tests/explorer/step_wise_workflow_test.py::WorkflowTest::test_step_wise_reward_workflow_0 2ms
tests/explorer/step_wise_workflow_test.py::WorkflowTest::test_step_wise_reward_workflow_1 1.0s
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 1.0s
tests/explorer/workflow_test.py::WorkflowTest::test_gsm8k_workflow 16ms
tests/explorer/workflow_test.py::WorkflowTest::test_math_boxed_workflow 24ms
tests/explorer/workflow_test.py::WorkflowTest::test_math_complex_workflow 266ms
tests/explorer/workflow_test.py::WorkflowTest::test_math_eval_workflow 3ms
tests/explorer/workflow_test.py::WorkflowTest::test_math_fraction_workflow 16ms
tests/explorer/workflow_test.py::WorkflowTest::test_math_workflow 10ms
tests/explorer/workflow_test.py::WorkflowTest::test_rm_gallery_workflow 112ms
tests/explorer/workflow_test.py::WorkflowTest::test_workflow_repeatable_0 1ms
tests/explorer/workflow_test.py::WorkflowTest::test_workflow_repeatable_1 101ms
tests/explorer/workflow_test.py::WorkflowTest::test_workflow_resettable_0 1ms
tests/explorer/workflow_test.py::WorkflowTest::test_workflow_resettable_1 201ms
tests/explorer/workflow_test.py::MultiTurnWorkflowTest_0::test_multi_turn_workflow 14.3s
tests/explorer/workflow_test.py::MultiTurnWorkflowTest_1::test_multi_turn_workflow 14.4s
tests/explorer/workflow_test.py::TestAgentScopeWorkflowAdapter::test_adapter ⏭️ 1ms
tests/explorer/workflow_test.py::TestWorkflowRunner::test_workflow_runner 301ms
tests/manager/synchronizer_test.py::TestSynchronizerExit::test_synchronizer 1m 5s
tests/manager/synchronizer_test.py::TestStateDictBasedSynchronizer_0::test_synchronizer 1m 51s
tests/manager/synchronizer_test.py::TestStateDictBasedSynchronizer_1::test_synchronizer 1m 52s
tests/manager/synchronizer_test.py::TestStateDictBasedSynchronizer_2::test_synchronizer 2m 25s
tests/manager/synchronizer_test.py::TestStateDictBasedSynchronizer_3::test_synchronizer 2m 35s
tests/manager/synchronizer_test.py::TestNCCLBasedSynchronizer_0::test_synchronizer 1m 51s
tests/manager/synchronizer_test.py::TestNCCLBasedSynchronizer_1::test_synchronizer 1m 51s
tests/service/data_juicer_test.py::TestDataJuicer::test_config 2.2s
tests/service/data_juicer_test.py::TestDataJuicer::test_server_start 21.6s
tests/service/data_juicer_test.py::TestDataJuicerExperiencePipeline::test_data_juicer_operators 31.5s
tests/service/data_juicer_test.py::TestDataJuicerTaskPipeline::test_data_juicer_task_pipeline 14.1s
tests/trainer/trainer_test.py::TestTrainerCountdown_0_fsdp::test_trainer 2m 41s
tests/trainer/trainer_test.py::TestTrainerCountdown_1_megatron::test_trainer 4m
tests/trainer/trainer_test.py::TestStepAheadAsyncRL::test_trainer 1m 22s
tests/trainer/trainer_test.py::TestTrainerGSM8K_0_fsdp::test_trainer 1m 25s
tests/trainer/trainer_test.py::TestTrainerGSM8K_1_fsdp2::test_trainer 1m 23s
tests/trainer/trainer_test.py::TestTrainerGSM8K_2_fsdp::test_trainer 1m 27s
tests/trainer/trainer_test.py::TestTrainerGSM8K_3_fsdp2::test_trainer 1m 41s
tests/trainer/trainer_test.py::TestTrainerSFTWarmupGSM8K::test_trainer 2m 35s
tests/trainer/trainer_test.py::TestTrainerDPO::test_trainer 1m 5s
tests/trainer/trainer_test.py::TestTrainerSFT::test_trainer 1m 2s
tests/trainer/trainer_test.py::TestTrainerToolsSFT::test_trainer_tools 1m 3s
tests/trainer/trainer_test.py::TestFullyAsyncMode_0_fsdp::test_fully_async_mode 1m 57s
tests/trainer/trainer_test.py::TestFullyAsyncMode_1_fsdp::test_fully_async_mode 1m 53s
tests/trainer/trainer_test.py::TestFullyAsyncMode_2_megatron::test_fully_async_mode 2m 22s
tests/trainer/trainer_test.py::TestTrainerCheckpointSave_0_fsdp::test_trainer 2m 21s
tests/trainer/trainer_test.py::TestTrainerCheckpointSave_1_megatron::test_trainer 3m 59s
tests/trainer/trainer_test.py::TestTrainerMIX::test_trainer 1m 28s
tests/trainer/trainer_test.py::TestMultiModalGRPO::test_trainer ⏭️ 811ms
tests/trainer/trainer_test.py::TestMultiModalSFT::test_trainer ⏭️ 809ms
tests/trainer/trainer_test.py::TestTrainerLoRA::test_trainer 3m 3s
tests/trainer/trainer_test.py::TestOverRollout::test_trainer 1m 15s
tests/utils/eval_utils_test.py::TestComputeScore::test_both_boxed_and_equivalent 15ms
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 2ms
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 2ms
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 4ms
tests/utils/eval_utils_test.py::TestMathEvalUtils::test_verify_math_answer 72ms
tests/utils/eval_utils_test.py::TestEvalUtils::test_is_equiv 6ms
tests/utils/log_test.py::LogTest::test_actor_log 5.1s
tests/utils/log_test.py::LogTest::test_group_by_node 4.8s
tests/utils/log_test.py::LogTest::test_no_actor_log 905ms
tests/utils/plugin_test.py::TestPluginLoader::test_load_plugins_local_0__workspace_tests_utils_plugins 96ms
tests/utils/plugin_test.py::TestPluginLoader::test_load_plugins_local_1_tests_utils_plugins 94ms
tests/utils/plugin_test.py::TestPluginLoader::test_load_plugins_remote_0__workspace_tests_utils_plugins 21.8s
tests/utils/plugin_test.py::TestPluginLoader::test_load_plugins_remote_1_tests_utils_plugins 22.3s
tests/utils/plugin_test.py::TestPluginLoader::test_passing_custom_class_0__workspace_tests_utils_plugins 11.9s
tests/utils/plugin_test.py::TestPluginLoader::test_passing_custom_class_1_tests_utils_plugins 11.9s

Github Test Reporter by CTRF 💚

@pan-x-c
Copy link
Collaborator

pan-x-c commented Nov 24, 2025

/unittest-module-trainer

@github-actions
Copy link

Summary

Tests 📝 Passed ✅ Failed ❌ Skipped ⏭️ Other ❓ Flaky 🍂 Duration ⏱️
21 19 0 2 0 0 38m 55s

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/trainer/trainer_test.py::TestTrainerCountdown_0_fsdp::test_trainer 2m 55s
tests/trainer/trainer_test.py::TestTrainerCountdown_1_megatron::test_trainer 3m 57s
tests/trainer/trainer_test.py::TestStepAheadAsyncRL::test_trainer 1m 28s
tests/trainer/trainer_test.py::TestTrainerGSM8K_0_fsdp::test_trainer 1m 24s
tests/trainer/trainer_test.py::TestTrainerGSM8K_1_fsdp2::test_trainer 1m 27s
tests/trainer/trainer_test.py::TestTrainerGSM8K_2_fsdp::test_trainer 1m 29s
tests/trainer/trainer_test.py::TestTrainerGSM8K_3_fsdp2::test_trainer 1m 35s
tests/trainer/trainer_test.py::TestTrainerSFTWarmupGSM8K::test_trainer 2m 32s
tests/trainer/trainer_test.py::TestTrainerDPO::test_trainer 1m 4s
tests/trainer/trainer_test.py::TestTrainerSFT::test_trainer 1m 1s
tests/trainer/trainer_test.py::TestTrainerToolsSFT::test_trainer_tools 1m 1s
tests/trainer/trainer_test.py::TestFullyAsyncMode_0_fsdp::test_fully_async_mode 1m 53s
tests/trainer/trainer_test.py::TestFullyAsyncMode_1_fsdp::test_fully_async_mode 1m 59s
tests/trainer/trainer_test.py::TestFullyAsyncMode_2_megatron::test_fully_async_mode 2m 23s
tests/trainer/trainer_test.py::TestTrainerCheckpointSave_0_fsdp::test_trainer 2m 10s
tests/trainer/trainer_test.py::TestTrainerCheckpointSave_1_megatron::test_trainer 4m 6s
tests/trainer/trainer_test.py::TestTrainerMIX::test_trainer 1m 25s
tests/trainer/trainer_test.py::TestMultiModalGRPO::test_trainer ⏭️ 810ms
tests/trainer/trainer_test.py::TestMultiModalSFT::test_trainer ⏭️ 809ms
tests/trainer/trainer_test.py::TestTrainerLoRA::test_trainer 3m 17s
tests/trainer/trainer_test.py::TestOverRollout::test_trainer 1m 17s

Github Test Reporter by CTRF 💚

@pan-x-c pan-x-c merged commit 01423d6 into modelscope:main Nov 24, 2025
1 check passed
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

None yet

Projects

None yet

Development

Successfully merging this pull request may close these issues.

2 participants