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Support Transformers V5#512

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pan-x-c merged 8 commits intoagentscope-ai:mainfrom
chenyushuo:dev/support_transformers5.2.0
Mar 3, 2026
Merged

Support Transformers V5#512
pan-x-c merged 8 commits intoagentscope-ai:mainfrom
chenyushuo:dev/support_transformers5.2.0

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@chenyushuo chenyushuo commented Feb 27, 2026

Description

  1. Support transformers v5 (vllm=0.15.1 and vllm=0.16.0 have been tested).
  2. Support GLM VL series.
  3. Bug fix in dp_actor.py.
  4. Fix in explorer when trainer early exit.
  5. Bug fix for kimi vl when using ulysses sequence parallel.
  6. Replace print with logger.info in fsdp_workers.py

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

…ted).

2. Support GLM VL series.
3. Bug fix in `dp_actor.py`.
4. Fix in `explorer` when `trainer` early exit.
5. Bug fix for kimi vl when using ulysses sequence parallel.
6. Replace `print` with `logger.info` in `fsdp_workers.py`
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/gemini review

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Summary of Changes

Hello, 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 significantly updates the system's compatibility with the latest Hugging Face Transformers library (v5) and expands support for advanced Vision-Language models, particularly the GLM series. It also includes critical bug fixes for training stability and multimodal processing, alongside refactoring efforts to improve code structure and maintainability. The changes aim to enhance the platform's ability to train and deploy state-of-the-art large language models, especially those with multimodal capabilities.

Highlights

  • Transformers V5 Support: Implemented compatibility for Hugging Face Transformers library version 5, including necessary patches for vllm and verl components to ensure proper functionality with newer model architectures and configurations.
  • GLM VL Series Support: Extended support for GLM Vision-Language (VL) models, specifically GLM4v, by introducing dedicated monkey patching for its text model's forward pass and integrating it into the multimodal processing utilities.
  • Bug Fixes and Stability Improvements: Addressed several bugs, including a logic error in dp_actor.py's _forward_micro_batch method, and improved robustness in explorer.py by adding checks for monitor and experience_pipeline before logging or processing, preventing errors during early exits or when these components are not initialized.
  • Kimi VL Ulysses Sequence Parallel Fix: Resolved a bug affecting Kimi VL models when used with Ulysses sequence parallelism, ensuring correct behavior and data handling in such configurations.
  • Logging Enhancement: Replaced direct print statements with logger.info calls across fsdp_workers.py and other relevant files, standardizing logging practices and improving debuggability.
  • Code Refactoring and Organization: Refactored verl_config.py and verl_trainer.py into a new trinity/trainer/verl subdirectory, and tinker_trainer.py into trinity/trainer/tinker, improving module organization and maintainability. Also, consolidated monkey patching logic into a new trinity/trainer/verl/monkey_patch.py file.
  • VLLM Patching for Multimodal Models: Enhanced vllm_patch to correctly handle tie_word_embeddings for multimodal models in Transformers v5 and updated Qwen2VLProcessingInfo methods to ensure accurate image size and feature calculation.
Changelog
  • tests/trainer/trainer_test.py
    • Updated import path for TinkerTrainerWrapper to reflect its new location.
  • trinity/common/config_validator.py
    • Imported the re module for regular expression operations.
    • Updated import paths for FSDPConfig and veRLConfig to their new trinity.trainer.verl location.
    • Modified the logic for identifying VL models in _check_max_memory_in_fsdp_training to use a more robust regex pattern, including Glm4v.
  • trinity/common/models/mm_utils.py
    • Added a new helper function is_qwen_like_processor to abstract processor type checks.
    • Refactored build_multi_modal_data and build_mm_input_for_training to utilize the new is_qwen_like_processor function, simplifying conditional logic.
  • trinity/common/models/vllm_patch/init.py
    • Introduced extensive patching logic for vllm to support Transformers v5 when vllm version is less than 0.16.0.
    • Added with_hf_config method to VllmConfig to correctly handle tie_word_embeddings for multimodal models in Transformers v5.
    • Overrode _get_vision_info and get_image_size_with_most_features methods in Qwen2VLProcessingInfo to ensure accurate vision token calculation and image resizing for Qwen2VL models.
  • trinity/common/patch/glm4v.py
    • Added a new file to provide monkey patching for Glm4vTextModel's forward method, specifically handling position_ids for temporal, height, and width dimensions.
  • trinity/explorer/explorer.py
    • Added None checks for self.monitor before calling log in _finish_steps and _finish_explore_step.
    • Added a None check for self.experience_pipeline before calling process.remote in _finish_explore_step.
    • Added a None check for self.monitor before calling log in _finish_eval_step.
  • trinity/trainer/tinker/tinker_trainer.py
    • Renamed from trinity/trainer/tinker_trainer.py.
  • trinity/trainer/trainer.py
    • Updated import paths for VerlPPOTrainerWrapper and TinkerTrainerWrapper to reflect their new subdirectory locations.
  • trinity/trainer/verl/init.py
    • Added a conditional patch to define transformers.AutoModelForVision2Seq as transformers.AutoModelForImageTextToText if it doesn't exist, ensuring compatibility with Transformers v5.
  • trinity/trainer/verl/dp_actor.py
    • Corrected indentation for the outputs dictionary and its return statement within the _forward_micro_batch method.
  • trinity/trainer/verl/fsdp_checkpoint_manager.py
    • Updated import path for CheckpointMonitor.
    • Imported get_hf_auto_model_class from verl.utils.model.
    • Replaced the usage of get_model_class with get_hf_auto_model_class for obtaining the AutoModel class during model saving.
  • trinity/trainer/verl/fsdp_workers.py
    • Imported the sys module.
    • Added a conditional patch to define transformers.AutoModelForVision2Seq as transformers.AutoModelForImageTextToText if it doesn't exist, ensuring compatibility with Transformers v5.
    • Removed the import of apply_monkey_patch from verl.models.transformers.monkey_patch.
    • Imported get_hf_auto_model_class from verl.utils.model and apply_monkey_patch from trinity.trainer.verl.monkey_patch.
    • Replaced all print statements with logger.info for consistent logging.
    • Replaced the usage of get_model_class with get_hf_auto_model_class for building the model optimizer.
    • Updated the init_context for weight initialization to always use use_meta_tensor=False.
  • trinity/trainer/verl/megatron_checkpoint_manager.py
    • Updated import path for CheckpointMonitor.
    • Added a TODO comment to switch to get_hf_auto_model_class for model loading.
  • trinity/trainer/verl/megatron_workers.py
    • Imported the sys module.
    • Added a conditional patch to define transformers.AutoModelForVision2Seq as transformers.AutoModelForImageTextToText if it doesn't exist, ensuring compatibility with Transformers v5.
  • trinity/trainer/verl/monkey_patch.py
    • Added a new file containing a modified apply_monkey_patch function.
    • Consolidated and extended monkey patching logic for Ulysses sequence parallel, fused kernels, and TiledMLP.
    • Included specific patching for Qwen2VL, Qwen3VL, GLM4v, and Kimi VL models to handle multimodal input slicing and text model forward passes.
  • trinity/trainer/verl/utils.py
    • Removed the get_model_class function.
    • Modified the hf_processor function to include logic for binding get_rope_index methods from various VL models (Qwen2VL, Qwen2_5_VL, Qwen3VL, Glm4v, Glm46V) to their respective processors, enhancing multimodal data handling.
  • trinity/trainer/verl/verl_config.py
    • Renamed from trinity/common/verl_config.py.
  • trinity/trainer/verl/verl_trainer.py
    • Renamed from trinity/trainer/verl_trainer.py.
    • Updated the import of hf_processor to its new location within trinity.trainer.verl.utils.
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Code Review

This pull request introduces support for Transformers v5 and GLM VL series models. It includes substantial monkey-patching for vLLM to ensure compatibility, along with several bug fixes and refactorings. Key changes include updating model detection logic, moving trainer-related modules into their own subdirectories, fixing an indentation bug in dp_actor.py, and improving robustness in explorer.py by adding None checks. Additionally, many print statements have been replaced with logger.info for better logging practices. The changes are well-structured and address the goals outlined in the description. I have one suggestion to improve the maintainability of the vLLM patch.

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Code Review

This pull request introduces support for Transformers v5 and GLM VL models, involving significant patching for compatibility with vLLM and internal components. The changes also include refactoring of the trainer modules, bug fixes for data processing and explorer stability, and improvements in logging. Overall, the changes are well-structured and address the stated goals. I've found one issue in a vLLM patch that needs to be addressed.

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/unittest-all

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Summary

Tests 📝 Passed ✅ Failed ❌ Skipped ⏭️ Other ❓ Flaky 🍂 Duration ⏱️
263 257 1 5 0 0 1h 36m

Failed Tests

Failed Tests ❌ Fail Message
❌ tests/trainer/trainer_test.py::TestTrainerCountdown_1_megatron::test_trainer The test failed in the call phase due to an assertion error

Skipped

Tests Status
tests/common/vllm_test.py::TestTinkerAsyncAPIServer::test_api_async skipped ⏭️
tests/trainer/trainer_test.py::TestTrainerSFTWarmupGSM8K::test_trainer skipped ⏭️
tests/trainer/trainer_test.py::TestTinkerTrainer::test_trainer skipped ⏭️
tests/trainer/trainer_test.py::TestTinkerTrainer::test_trainer_class skipped ⏭️
tests/utils/swanlab_test.py::TestSwanlabMonitor::test_swanlab_monitor_smoke skipped ⏭️

Tests

Test Name Status Flaky Duration
tests/algorithm/advantage_fn_test.py::TestGroupedAdvantageFn::test_batch_level_std_grpo 5ms
tests/algorithm/advantage_fn_test.py::TestGroupedAdvantageFn::test_batch_level_step_wise_grpo_advantage 3ms
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 1ms
tests/algorithm/advantage_fn_test.py::TestGroupedAdvantageFn::test_step_wise_grpo_with_std_threshold 2ms
tests/algorithm/kl_fn_test.py::KLFnTest::test_abs_kl_fn 1ms
tests/algorithm/kl_fn_test.py::KLFnTest::test_corrected_k3_fallback 1ms
tests/algorithm/kl_fn_test.py::KLFnTest::test_corrected_k3_loss 1ms
tests/algorithm/kl_fn_test.py::KLFnTest::test_corrected_k3_same_policy 1ms
tests/algorithm/kl_fn_test.py::KLFnTest::test_corrected_k3_with_old_logprob 1ms
tests/algorithm/kl_fn_test.py::KLFnTest::test_dummy_kl_fn 1ms
tests/algorithm/kl_fn_test.py::KLFnTest::test_k1_kl_fn 1ms
tests/algorithm/kl_fn_test.py::KLFnTest::test_k2_kl_fn 1ms
tests/algorithm/kl_fn_test.py::KLFnTest::test_k3_kl_fn 1ms
tests/algorithm/kl_fn_test.py::KLFnTest::test_kl_loss_aggregation_modes 1ms
tests/algorithm/kl_fn_test.py::KLFnTest::test_low_var_kl_fn 1ms
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 3ms
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_ppo_policy_loss_with_sequence_masking 1ms
tests/algorithm/policy_loss_test.py::VerlPolicyLossTest::test_sapo_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 10.6s
tests/buffer/experience_pipeline_test.py::TestExperiencePipeline::test_pass_rate_calculation 5.7s
tests/buffer/experience_storage_test.py::ExperienceStorageTest::test_sql_experience_buffer 2.4s
tests/buffer/experience_storage_test.py::ExperienceStorageTest::test_sql_storage_0_sft 4.1s
tests/buffer/experience_storage_test.py::ExperienceStorageTest::test_sql_storage_1_dpo 4.8s
tests/buffer/file_test.py::TestFileBuffer::test_file_reader 144ms
tests/buffer/file_test.py::TestFileBuffer::test_file_writer 1.5s
tests/buffer/formatter_test.py::TestFormatter::test_dpo_messages_formatter 569ms
tests/buffer/formatter_test.py::TestFormatter::test_dpo_plaintext_formatter 466ms
tests/buffer/formatter_test.py::TestFormatter::test_multi_modal_sft_formatter 807ms
tests/buffer/formatter_test.py::TestFormatter::test_sft_messages_formatter 997ms
tests/buffer/formatter_test.py::TestFormatter::test_sft_plaintext_formatter 762ms
tests/buffer/formatter_test.py::TestFormatter::test_task_formatter 228ms
tests/buffer/queue_test.py::TestQueueBuffer::test_priority_queue_buffer_reuse 6.4s
tests/buffer/queue_test.py::TestQueueBuffer::test_priority_queue_capacity 2.1s
tests/buffer/queue_test.py::TestQueueBuffer::test_priority_queue_reuse_count_control 4.0s
tests/buffer/queue_test.py::TestQueueBuffer::test_queue_buffer_0_queue 3.3s
tests/buffer/queue_test.py::TestQueueBuffer::test_queue_buffer_1_priority_queue 3.1s
tests/buffer/queue_test.py::TestQueueBuffer::test_queue_buffer_capacity 3.7s
tests/buffer/reader_test.py::TestBufferReader::test_buffer_reader_registration 800ms
tests/buffer/reward_shaping_mapper_test.py::TestRewardShapingMapper::test_basic_usage 6ms
tests/buffer/sample_strategy_test.py::ExperienceStorageTest_0::test_default_queue_default_sample_strategy 1.8s
tests/buffer/sample_strategy_test.py::ExperienceStorageTest_0::test_default_queue_staleness_control_sample_strategy 1.8s
tests/buffer/sample_strategy_test.py::ExperienceStorageTest_0::test_priority_queue_default_sample_strategy 1.6s
tests/buffer/sample_strategy_test.py::ExperienceStorageTest_0::test_priority_queue_staleness_control_sample_strategy 1.6s
tests/buffer/sample_strategy_test.py::ExperienceStorageTest_0::test_sql_staleness_control_sample_strategy 4.5s
tests/buffer/sample_strategy_test.py::ExperienceStorageTest_1::test_default_queue_default_sample_strategy 1.9s
tests/buffer/sample_strategy_test.py::ExperienceStorageTest_1::test_default_queue_staleness_control_sample_strategy 1.8s
tests/buffer/sample_strategy_test.py::ExperienceStorageTest_1::test_priority_queue_default_sample_strategy 1.6s
tests/buffer/sample_strategy_test.py::ExperienceStorageTest_1::test_priority_queue_staleness_control_sample_strategy 1.6s
tests/buffer/sample_strategy_test.py::ExperienceStorageTest_1::test_sql_staleness_control_sample_strategy 3.4s
tests/buffer/sql_test.py::TestSQLBuffer::test_sql_exp_buffer_read_write_0 5.6s
tests/buffer/sql_test.py::TestSQLBuffer::test_sql_exp_buffer_read_write_1 2.2s
tests/buffer/sql_test.py::TestSQLBuffer::test_sql_task_buffer_read_write 2.6s
tests/buffer/task_scheduler_test.py::TestTaskScheduler::test_task_scheduler_0 73ms
tests/buffer/task_scheduler_test.py::TestTaskScheduler::test_task_scheduler_1 57ms
tests/buffer/task_scheduler_test.py::TestTaskScheduler::test_task_scheduler_2 89ms
tests/buffer/task_scheduler_test.py::TestTaskScheduler::test_task_scheduler_3 89ms
tests/buffer/task_scheduler_test.py::TestTaskScheduler::test_task_scheduler_4 89ms
tests/buffer/task_scheduler_test.py::TestTaskScheduler::test_task_scheduler_5 93ms
tests/buffer/task_scheduler_test.py::TestTaskScheduler::test_task_scheduler_6 106ms
tests/buffer/task_scheduler_test.py::TestTaskScheduler::test_task_scheduler_simple 46ms
tests/buffer/task_storage_test.py::TaskStorageTest::test_read_task_0_file 337ms
tests/buffer/task_storage_test.py::TaskStorageTest::test_read_task_1_sql 2.8s
tests/buffer/task_storage_test.py::TaskStorageTest::test_read_task_2_file 40ms
tests/buffer/task_storage_test.py::TaskStorageTest::test_read_task_3_sql 2.5s
tests/buffer/task_storage_test.py::TaskStorageTest::test_read_task_4_file 41ms
tests/buffer/task_storage_test.py::TaskStorageTest::test_read_task_5_sql 3.1s
tests/cli/launcher_test.py::TestLauncherMain::test_debug_mode 45.3s
tests/cli/launcher_test.py::TestLauncherMain::test_log_mode 160ms
tests/cli/launcher_test.py::TestLauncherMain::test_main_run_command 5.8s
tests/cli/launcher_test.py::TestLauncherMain::test_main_run_in_dlc 1.2s
tests/cli/launcher_test.py::TestLauncherMain::test_main_studio_command 870ms
tests/cli/launcher_test.py::TestLauncherMain::test_multi_stage_run 15.1s
tests/common/config_test.py::TestConfig::test_all_examples_are_valid 21.9s
tests/common/config_test.py::TestConfig::test_chat_template_path 83ms
tests/common/config_test.py::TestConfig::test_config_flatten 33ms
tests/common/config_test.py::TestConfig::test_continue_from_checkpoint_is_valid 174ms
tests/common/config_test.py::TestConfig::test_default_workflow 80ms
tests/common/config_test.py::TestConfig::test_load_default_config 1.5s
tests/common/config_test.py::TestConfig::test_max_token_len_per_gpu_set_correctly 78ms
tests/common/config_test.py::TestConfig::test_optimizer_config_propagation 78ms
tests/common/config_test.py::TestConfig::test_update_config_from_ray_cluster 157ms
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 14ms
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/sudoku_test.py::test_9x9_generator_produces_valid_solution 1ms
tests/common/sudoku_test.py::test_9x9_generator_creates_holes 1ms
tests/common/sudoku_test.py::test_9x9_solution_is_fully_filled 1ms
tests/common/sudoku_test.py::test_judge_allows_incomplete_board 1ms
tests/common/sudoku_test.py::test_judge_detects_row_violation 1ms
tests/common/sudoku_test.py::test_judge_detects_column_violation 1ms
tests/common/sudoku_test.py::test_judge_detects_block_violation 1ms
tests/common/sudoku_test.py::test_4x4_generator_produces_valid_solution 1ms
tests/common/sudoku_test.py::test_4x4_solution_is_fully_filled 1ms
tests/common/sudoku_test.py::test_4x4_judge_detects_row_violation 1ms
tests/common/sudoku_test.py::test_4x4_judge_detects_block_violation 1ms
tests/common/vllm_test.py::ModelWrapperTest_0::test_generate 56.5s
tests/common/vllm_test.py::ModelWrapperTest_1::test_generate 39.4s
tests/common/vllm_test.py::ModelWrapperTest_2::test_generate 38.6s
tests/common/vllm_test.py::TestModelLen_0::test_model_len 27.6s
tests/common/vllm_test.py::TestModelLen_1::test_model_len 26.3s
tests/common/vllm_test.py::TestModelLen_2::test_model_len 27.6s
tests/common/vllm_test.py::TestModelLenWithoutPromptTruncation::test_model_len 31.5s
tests/common/vllm_test.py::TestMessageProcess::test_no_prompt_truncation 24.9s
tests/common/vllm_test.py::TestMessageProcess::test_truncation_status 26.9s
tests/common/vllm_test.py::TestAPIServer::test_api 28.7s
tests/common/vllm_test.py::TestLogprobs::test_logprobs_api 26.4s
tests/common/vllm_test.py::TestAsyncAPIServer::test_api_async 28.9s
tests/common/vllm_test.py::TestTinkerAsyncAPIServer::test_api_async ⏭️ 1ms
tests/common/vllm_test.py::TestTokenizer::test_action_mask 266ms
tests/common/vllm_test.py::TestTokenizer::test_action_mask_with_tools 235ms
tests/common/vllm_test.py::TestAPIServerToolCall_0_deepseek_r1::test_api_tool_calls 32.4s
tests/common/vllm_test.py::TestAPIServerToolCall_1::test_api_tool_calls 31.7s
tests/common/vllm_test.py::TestSuperLongGeneration::test_generate 3m 15s
tests/common/vllm_test.py::TestTinkerAPI::test_tinker_api 40.8s
tests/explorer/explorer_test.py::TestExplorerCountdownEval::test_explorer 1m 42s
tests/explorer/explorer_test.py::TestExplorerEvalDetailedStats::test_explorer 1m 14s
tests/explorer/explorer_test.py::TestExplorerGSM8KRULERNoEval::test_explorer 54.1s
tests/explorer/explorer_test.py::TestExplorerGSM8k::test_explorer 3m
tests/explorer/explorer_test.py::ServeTest::test_serve 54.8s
tests/explorer/proxy_test.py::RecorderTest::test_recorder 83ms
tests/explorer/scheduler_test.py::SchedulerTest::test_async_workflow 4.7s
tests/explorer/scheduler_test.py::SchedulerTest::test_concurrent_operations 4.9s
tests/explorer/scheduler_test.py::SchedulerTest::test_dynamic_timeout 12.7s
tests/explorer/scheduler_test.py::SchedulerTest::test_get_results 28.9s
tests/explorer/scheduler_test.py::SchedulerTest::test_metric_calculation_with_non_repeatable_workflow_0 4.6s
tests/explorer/scheduler_test.py::SchedulerTest::test_metric_calculation_with_non_repeatable_workflow_1 4.6s
tests/explorer/scheduler_test.py::SchedulerTest::test_metric_calculation_with_repeatable_workflow_0 4.5s
tests/explorer/scheduler_test.py::SchedulerTest::test_metric_calculation_with_repeatable_workflow_1 4.4s
tests/explorer/scheduler_test.py::SchedulerTest::test_multi_step_execution 5.1s
tests/explorer/scheduler_test.py::SchedulerTest::test_non_repeatable_workflow 4.6s
tests/explorer/scheduler_test.py::SchedulerTest::test_over_rollout_min_wait 12.6s
tests/explorer/scheduler_test.py::SchedulerTest::test_scheduler_all_methods 14.8s
tests/explorer/scheduler_test.py::SchedulerTest::test_scheduler_restart_after_stop 8.8s
tests/explorer/scheduler_test.py::SchedulerTest::test_split_tasks 7.8s
tests/explorer/scheduler_test.py::SchedulerTest::test_stepwise_experience_eid 24.9s
tests/explorer/scheduler_test.py::SchedulerTest::test_wait_all 7.6s
tests/explorer/scheduler_test.py::SchedulerTest::test_wait_all_timeout_with_multi_batch 13.6s
tests/explorer/scheduler_test.py::TestRunnerStateCollection::test_runner_state_collection 9.8s
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 602ms
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 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 20ms
tests/explorer/workflow_test.py::WorkflowTest::test_math_boxed_workflow 24ms
tests/explorer/workflow_test.py::WorkflowTest::test_math_complex_workflow 131ms
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 14ms
tests/explorer/workflow_test.py::WorkflowTest::test_workflow_repeatable_0 1ms
tests/explorer/workflow_test.py::WorkflowTest::test_workflow_repeatable_1 100ms
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 23.2s
tests/explorer/workflow_test.py::MultiTurnWorkflowTest_1::test_multi_turn_workflow 23.3s
tests/explorer/workflow_test.py::TestWorkflowStateRecording::test_workflow_state_recording 4.0s
tests/explorer/workflow_test.py::TestAgentScopeWorkflowAdapter::test_adapter_v0 1.3s
tests/explorer/workflow_test.py::TestAgentScopeWorkflowAdapter::test_adapter_v1 14ms
tests/explorer/workflow_test.py::TestWorkflowRunner::test_workflow_runner 140ms
tests/explorer/workflow_test.py::TestWorkflowRunner::test_workflow_runner_get_state 8.1s
tests/explorer/workflow_test.py::TestWorkflowRunner::test_workflow_with_openai 26.5s
tests/explorer/workflow_test.py::TestConcurrentWorkflowRunner::test_concurrent_workflow_runner 44.4s
tests/manager/log_manager_test.py::TestLogManager::test_file_rotation 2ms
tests/manager/log_manager_test.py::TestLogManager::test_init_and_tracking 1ms
tests/manager/log_manager_test.py::TestLogManager::test_keyword_filter_and_search_pattern 1ms
tests/manager/synchronizer_test.py::TestSynchronizerExit_0::test_synchronizer 2m 42s
tests/manager/synchronizer_test.py::TestSynchronizerExit_1::test_synchronizer 2m 33s
tests/manager/synchronizer_test.py::TestStateDictBasedSynchronizer_0::test_synchronizer 2m 8s
tests/manager/synchronizer_test.py::TestStateDictBasedSynchronizer_1::test_synchronizer 1m 36s
tests/manager/synchronizer_test.py::TestStateDictBasedSynchronizer_2::test_synchronizer 2m
tests/manager/synchronizer_test.py::TestStateDictBasedSynchronizer_3::test_synchronizer 2m 35s
tests/manager/synchronizer_test.py::TestStateDictBasedSynchronizer_4::test_synchronizer 2m 23s
tests/manager/synchronizer_test.py::TestStateDictBasedSynchronizer_5::test_synchronizer 2m 43s
tests/manager/synchronizer_test.py::TestNCCLBasedSynchronizer_0::test_synchronizer 1m 8s
tests/manager/synchronizer_test.py::TestNCCLBasedSynchronizer_1::test_synchronizer 1m 3s
tests/manager/synchronizer_test.py::TestNCCLBasedSynchronizer_2::test_synchronizer 1m 5s
tests/manager/synchronizer_test.py::TestPullLatestWeights::test_no_new_version_logs_warning 4ms
tests/manager/synchronizer_test.py::TestPullLatestWeights::test_pull_latest_weights_0 2ms
tests/manager/synchronizer_test.py::TestPullLatestWeights::test_pull_latest_weights_1 3ms
tests/manager/synchronizer_test.py::TestPullLatestWeights::test_pull_latest_weights_2 2ms
tests/manager/synchronizer_test.py::TestPullLatestWeights::test_pull_latest_weights_3 2ms
tests/service/data_juicer_test.py::TestDataJuicer::test_config 1.4s
tests/service/data_juicer_test.py::TestDataJuicer::test_server_start 21.5s
tests/service/data_juicer_test.py::TestDataJuicerExperiencePipeline::test_data_juicer_operators 19.9s
tests/service/data_juicer_test.py::TestDataJuicerTaskPipeline::test_data_juicer_task_pipeline 15.0s
tests/trainer/trainer_test.py::TestTrainerCountdown_0_fsdp::test_trainer 3m 43s
tests/trainer/trainer_test.py::TestTrainerCountdown_1_megatron::test_trainer 3m 45s
tests/trainer/trainer_test.py::TestStepAheadAsyncRL::test_trainer 1m 37s
tests/trainer/trainer_test.py::TestTrainerGSM8K_0_fsdp::test_trainer 1m 4s
tests/trainer/trainer_test.py::TestTrainerGSM8K_1_fsdp2::test_trainer 1m 3s
tests/trainer/trainer_test.py::TestTrainerGSM8K_2_fsdp::test_trainer 1m 5s
tests/trainer/trainer_test.py::TestTrainerGSM8K_3_fsdp2::test_trainer 1m 16s
tests/trainer/trainer_test.py::TestTrainerSFTWarmupGSM8K::test_trainer ⏭️ 1ms
tests/trainer/trainer_test.py::TestTrainerDPO::test_trainer 34.3s
tests/trainer/trainer_test.py::TestTrainerSFT::test_trainer 30.3s
tests/trainer/trainer_test.py::TestTrainerToolsSFT::test_trainer_tools 33.1s
tests/trainer/trainer_test.py::TestFullyAsyncMode_0_fsdp::test_fully_async_mode 1m 36s
tests/trainer/trainer_test.py::TestFullyAsyncMode_1_fsdp::test_fully_async_mode 1m 37s
tests/trainer/trainer_test.py::TestFullyAsyncMode_2_megatron::test_fully_async_mode 2m 26s
tests/trainer/trainer_test.py::TestTrainerCheckpointSave_0_fsdp::test_trainer 2m 54s
tests/trainer/trainer_test.py::TestTrainerCheckpointSave_1_megatron::test_trainer 5m 53s
tests/trainer/trainer_test.py::TestTrainerMIX::test_trainer 2m 7s
tests/trainer/trainer_test.py::TestServeWithTrainer::test_serve_with_trainer 1m 43s
tests/trainer/trainer_test.py::TestMultiModalGRPO::test_trainer 2m 36s
tests/trainer/trainer_test.py::TestMultiModalSFT::test_trainer 1m 9s
tests/trainer/trainer_test.py::TestTrainerLoRA::test_trainer 3m 2s
tests/trainer/trainer_test.py::TestOverRollout::test_trainer 1m 13s
tests/trainer/trainer_test.py::TestTrainerPromptTruncation::test_trainer 44.8s
tests/trainer/trainer_test.py::TestTinkerTrainer::test_trainer ⏭️ 1ms
tests/trainer/trainer_test.py::TestTinkerTrainer::test_trainer_class ⏭️ 1ms
tests/trainer/trainer_test.py::AgentScopeTunerTest::test_agentscope_tuner 1m 16s
tests/trainer/trainer_test.py::ColocateModeTest::test_trainer 2m 1s
tests/utils/eval_utils_test.py::TestComputeScore::test_both_boxed_and_equivalent 2ms
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 4ms
tests/utils/eval_utils_test.py::TestMathEvalUtils::test_verify_math_answer 62ms
tests/utils/eval_utils_test.py::TestEvalUtils::test_is_equiv 5ms
tests/utils/log_test.py::LogTest::test_actor_log 2.1s
tests/utils/log_test.py::LogTest::test_group_by_node 1.9s
tests/utils/log_test.py::LogTest::test_no_actor_log 639ms
tests/utils/plugin_test.py::TestPluginLoader::test_load_plugins_local_0__workspace_tests_utils_plugins 84ms
tests/utils/plugin_test.py::TestPluginLoader::test_load_plugins_local_1_tests_utils_plugins 85ms
tests/utils/plugin_test.py::TestPluginLoader::test_load_plugins_remote_0__workspace_tests_utils_plugins 8.8s
tests/utils/plugin_test.py::TestPluginLoader::test_load_plugins_remote_1_tests_utils_plugins 8.8s
tests/utils/plugin_test.py::TestPluginLoader::test_passing_custom_class_0__workspace_tests_utils_plugins 5.0s
tests/utils/plugin_test.py::TestPluginLoader::test_passing_custom_class_1_tests_utils_plugins 4.8s
tests/utils/registry_test.py::TestRegistryWithRay::test_dynamic_import 2.4s
tests/utils/registry_test.py::TestRegistry::test_algorithm_registry_mapping 11ms
tests/utils/registry_test.py::TestRegistry::test_buffer_module_registry_mapping 4ms
tests/utils/registry_test.py::TestRegistry::test_common_module_registry_mapping 94ms
tests/utils/registry_test.py::TestRegistry::test_register_module 1ms
tests/utils/registry_test.py::TestRegistry::test_utils_module_registry_mapping 1ms
tests/utils/swanlab_test.py::TestSwanlabMonitor::test_swanlab_monitor_smoke ⏭️ 1ms

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tests/trainer/trainer_test.py::TestTrainerCountdown_1_megatron::test_trainer 5m 51s

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github-actions bot commented Mar 2, 2026

Summary

Tests 📝 Passed ✅ Failed ❌ Skipped ⏭️ Other ❓ Flaky 🍂 Duration ⏱️
263 257 0 6 0 0 1h 42m

Skipped

Tests Status
tests/cli/launcher_test.py::TestLauncherMain::test_debug_mode skipped ⏭️
tests/common/vllm_test.py::TestTinkerAsyncAPIServer::test_api_async skipped ⏭️
tests/trainer/trainer_test.py::TestTrainerSFTWarmupGSM8K::test_trainer skipped ⏭️
tests/trainer/trainer_test.py::TestTinkerTrainer::test_trainer skipped ⏭️
tests/trainer/trainer_test.py::TestTinkerTrainer::test_trainer_class skipped ⏭️
tests/utils/swanlab_test.py::TestSwanlabMonitor::test_swanlab_monitor_smoke skipped ⏭️

Tests

Test Name Status Flaky Duration
tests/algorithm/advantage_fn_test.py::TestGroupedAdvantageFn::test_batch_level_std_grpo 5ms
tests/algorithm/advantage_fn_test.py::TestGroupedAdvantageFn::test_batch_level_step_wise_grpo_advantage 3ms
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 1ms
tests/algorithm/advantage_fn_test.py::TestGroupedAdvantageFn::test_step_wise_grpo_with_std_threshold 2ms
tests/algorithm/kl_fn_test.py::KLFnTest::test_abs_kl_fn 1ms
tests/algorithm/kl_fn_test.py::KLFnTest::test_corrected_k3_fallback 1ms
tests/algorithm/kl_fn_test.py::KLFnTest::test_corrected_k3_loss 1ms
tests/algorithm/kl_fn_test.py::KLFnTest::test_corrected_k3_same_policy 1ms
tests/algorithm/kl_fn_test.py::KLFnTest::test_corrected_k3_with_old_logprob 1ms
tests/algorithm/kl_fn_test.py::KLFnTest::test_dummy_kl_fn 1ms
tests/algorithm/kl_fn_test.py::KLFnTest::test_k1_kl_fn 1ms
tests/algorithm/kl_fn_test.py::KLFnTest::test_k2_kl_fn 1ms
tests/algorithm/kl_fn_test.py::KLFnTest::test_k3_kl_fn 1ms
tests/algorithm/kl_fn_test.py::KLFnTest::test_kl_loss_aggregation_modes 1ms
tests/algorithm/kl_fn_test.py::KLFnTest::test_low_var_kl_fn 1ms
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 3ms
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_ppo_policy_loss_with_sequence_masking 1ms
tests/algorithm/policy_loss_test.py::VerlPolicyLossTest::test_sapo_policy_loss 3ms
tests/algorithm/policy_loss_test.py::VerlPolicyLossTest::test_sft_policy_loss 1ms
tests/buffer/experience_pipeline_test.py::TestExperiencePipeline::test_experience_pipeline 10.7s
tests/buffer/experience_pipeline_test.py::TestExperiencePipeline::test_pass_rate_calculation 6.9s
tests/buffer/experience_storage_test.py::ExperienceStorageTest::test_sql_experience_buffer 2.7s
tests/buffer/experience_storage_test.py::ExperienceStorageTest::test_sql_storage_0_sft 4.3s
tests/buffer/experience_storage_test.py::ExperienceStorageTest::test_sql_storage_1_dpo 4.8s
tests/buffer/file_test.py::TestFileBuffer::test_file_reader 157ms
tests/buffer/file_test.py::TestFileBuffer::test_file_writer 1.5s
tests/buffer/formatter_test.py::TestFormatter::test_dpo_messages_formatter 1.4s
tests/buffer/formatter_test.py::TestFormatter::test_dpo_plaintext_formatter 1.2s
tests/buffer/formatter_test.py::TestFormatter::test_multi_modal_sft_formatter 1.6s
tests/buffer/formatter_test.py::TestFormatter::test_sft_messages_formatter 2.5s
tests/buffer/formatter_test.py::TestFormatter::test_sft_plaintext_formatter 2.1s
tests/buffer/formatter_test.py::TestFormatter::test_task_formatter 472ms
tests/buffer/queue_test.py::TestQueueBuffer::test_priority_queue_buffer_reuse 6.4s
tests/buffer/queue_test.py::TestQueueBuffer::test_priority_queue_capacity 2.3s
tests/buffer/queue_test.py::TestQueueBuffer::test_priority_queue_reuse_count_control 4.3s
tests/buffer/queue_test.py::TestQueueBuffer::test_queue_buffer_0_queue 3.1s
tests/buffer/queue_test.py::TestQueueBuffer::test_queue_buffer_1_priority_queue 3.3s
tests/buffer/queue_test.py::TestQueueBuffer::test_queue_buffer_capacity 3.6s
tests/buffer/reader_test.py::TestBufferReader::test_buffer_reader_registration 823ms
tests/buffer/reward_shaping_mapper_test.py::TestRewardShapingMapper::test_basic_usage 6ms
tests/buffer/sample_strategy_test.py::ExperienceStorageTest_0::test_default_queue_default_sample_strategy 1.9s
tests/buffer/sample_strategy_test.py::ExperienceStorageTest_0::test_default_queue_staleness_control_sample_strategy 1.8s
tests/buffer/sample_strategy_test.py::ExperienceStorageTest_0::test_priority_queue_default_sample_strategy 1.6s
tests/buffer/sample_strategy_test.py::ExperienceStorageTest_0::test_priority_queue_staleness_control_sample_strategy 1.6s
tests/buffer/sample_strategy_test.py::ExperienceStorageTest_0::test_sql_staleness_control_sample_strategy 4.5s
tests/buffer/sample_strategy_test.py::ExperienceStorageTest_1::test_default_queue_default_sample_strategy 1.9s
tests/buffer/sample_strategy_test.py::ExperienceStorageTest_1::test_default_queue_staleness_control_sample_strategy 1.6s
tests/buffer/sample_strategy_test.py::ExperienceStorageTest_1::test_priority_queue_default_sample_strategy 1.6s
tests/buffer/sample_strategy_test.py::ExperienceStorageTest_1::test_priority_queue_staleness_control_sample_strategy 1.8s
tests/buffer/sample_strategy_test.py::ExperienceStorageTest_1::test_sql_staleness_control_sample_strategy 3.7s
tests/buffer/sql_test.py::TestSQLBuffer::test_sql_exp_buffer_read_write_0 5.6s
tests/buffer/sql_test.py::TestSQLBuffer::test_sql_exp_buffer_read_write_1 2.5s
tests/buffer/sql_test.py::TestSQLBuffer::test_sql_task_buffer_read_write 2.8s
tests/buffer/task_scheduler_test.py::TestTaskScheduler::test_task_scheduler_0 85ms
tests/buffer/task_scheduler_test.py::TestTaskScheduler::test_task_scheduler_1 65ms
tests/buffer/task_scheduler_test.py::TestTaskScheduler::test_task_scheduler_2 116ms
tests/buffer/task_scheduler_test.py::TestTaskScheduler::test_task_scheduler_3 112ms
tests/buffer/task_scheduler_test.py::TestTaskScheduler::test_task_scheduler_4 114ms
tests/buffer/task_scheduler_test.py::TestTaskScheduler::test_task_scheduler_5 118ms
tests/buffer/task_scheduler_test.py::TestTaskScheduler::test_task_scheduler_6 133ms
tests/buffer/task_scheduler_test.py::TestTaskScheduler::test_task_scheduler_simple 51ms
tests/buffer/task_storage_test.py::TaskStorageTest::test_read_task_0_file 398ms
tests/buffer/task_storage_test.py::TaskStorageTest::test_read_task_1_sql 2.7s
tests/buffer/task_storage_test.py::TaskStorageTest::test_read_task_2_file 43ms
tests/buffer/task_storage_test.py::TaskStorageTest::test_read_task_3_sql 3.1s
tests/buffer/task_storage_test.py::TaskStorageTest::test_read_task_4_file 43ms
tests/buffer/task_storage_test.py::TaskStorageTest::test_read_task_5_sql 3.5s
tests/cli/launcher_test.py::TestLauncherMain::test_debug_mode ⏭️ 1ms
tests/cli/launcher_test.py::TestLauncherMain::test_log_mode 148ms
tests/cli/launcher_test.py::TestLauncherMain::test_main_run_command 5.6s
tests/cli/launcher_test.py::TestLauncherMain::test_main_run_in_dlc 1.2s
tests/cli/launcher_test.py::TestLauncherMain::test_main_studio_command 671ms
tests/cli/launcher_test.py::TestLauncherMain::test_multi_stage_run 14.7s
tests/common/config_test.py::TestConfig::test_all_examples_are_valid 21.8s
tests/common/config_test.py::TestConfig::test_chat_template_path 76ms
tests/common/config_test.py::TestConfig::test_config_flatten 32ms
tests/common/config_test.py::TestConfig::test_continue_from_checkpoint_is_valid 162ms
tests/common/config_test.py::TestConfig::test_default_workflow 76ms
tests/common/config_test.py::TestConfig::test_load_default_config 1.4s
tests/common/config_test.py::TestConfig::test_max_token_len_per_gpu_set_correctly 77ms
tests/common/config_test.py::TestConfig::test_optimizer_config_propagation 76ms
tests/common/config_test.py::TestConfig::test_update_config_from_ray_cluster 106ms
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 13ms
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/sudoku_test.py::test_9x9_generator_produces_valid_solution 1ms
tests/common/sudoku_test.py::test_9x9_generator_creates_holes 1ms
tests/common/sudoku_test.py::test_9x9_solution_is_fully_filled 1ms
tests/common/sudoku_test.py::test_judge_allows_incomplete_board 1ms
tests/common/sudoku_test.py::test_judge_detects_row_violation 1ms
tests/common/sudoku_test.py::test_judge_detects_column_violation 1ms
tests/common/sudoku_test.py::test_judge_detects_block_violation 1ms
tests/common/sudoku_test.py::test_4x4_generator_produces_valid_solution 1ms
tests/common/sudoku_test.py::test_4x4_solution_is_fully_filled 1ms
tests/common/sudoku_test.py::test_4x4_judge_detects_row_violation 1ms
tests/common/sudoku_test.py::test_4x4_judge_detects_block_violation 1ms
tests/common/vllm_test.py::ModelWrapperTest_0::test_generate 59.7s
tests/common/vllm_test.py::ModelWrapperTest_1::test_generate 43.4s
tests/common/vllm_test.py::ModelWrapperTest_2::test_generate 49.7s
tests/common/vllm_test.py::TestModelLen_0::test_model_len 38.3s
tests/common/vllm_test.py::TestModelLen_1::test_model_len 28.0s
tests/common/vllm_test.py::TestModelLen_2::test_model_len 27.4s
tests/common/vllm_test.py::TestModelLenWithoutPromptTruncation::test_model_len 28.1s
tests/common/vllm_test.py::TestMessageProcess::test_no_prompt_truncation 27.7s
tests/common/vllm_test.py::TestMessageProcess::test_truncation_status 27.5s
tests/common/vllm_test.py::TestAPIServer::test_api 29.8s
tests/common/vllm_test.py::TestLogprobs::test_logprobs_api 27.3s
tests/common/vllm_test.py::TestAsyncAPIServer::test_api_async 29.8s
tests/common/vllm_test.py::TestTinkerAsyncAPIServer::test_api_async ⏭️ 1ms
tests/common/vllm_test.py::TestTokenizer::test_action_mask 509ms
tests/common/vllm_test.py::TestTokenizer::test_action_mask_with_tools 923ms
tests/common/vllm_test.py::TestAPIServerToolCall_0_deepseek_r1::test_api_tool_calls 32.5s
tests/common/vllm_test.py::TestAPIServerToolCall_1::test_api_tool_calls 29.2s
tests/common/vllm_test.py::TestSuperLongGeneration::test_generate 4m 31s
tests/common/vllm_test.py::TestTinkerAPI::test_tinker_api 43.7s
tests/explorer/explorer_test.py::TestExplorerCountdownEval::test_explorer 1m 43s
tests/explorer/explorer_test.py::TestExplorerEvalDetailedStats::test_explorer 1m 13s
tests/explorer/explorer_test.py::TestExplorerGSM8KRULERNoEval::test_explorer 56.4s
tests/explorer/explorer_test.py::TestExplorerGSM8k::test_explorer 3m 2s
tests/explorer/explorer_test.py::ServeTest::test_serve 55.1s
tests/explorer/proxy_test.py::RecorderTest::test_recorder 61ms
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tests/explorer/scheduler_test.py::SchedulerTest::test_concurrent_operations 4.7s
tests/explorer/scheduler_test.py::SchedulerTest::test_dynamic_timeout 12.8s
tests/explorer/scheduler_test.py::SchedulerTest::test_get_results 29.4s
tests/explorer/scheduler_test.py::SchedulerTest::test_metric_calculation_with_non_repeatable_workflow_0 4.9s
tests/explorer/scheduler_test.py::SchedulerTest::test_metric_calculation_with_non_repeatable_workflow_1 4.6s
tests/explorer/scheduler_test.py::SchedulerTest::test_metric_calculation_with_repeatable_workflow_0 4.7s
tests/explorer/scheduler_test.py::SchedulerTest::test_metric_calculation_with_repeatable_workflow_1 4.7s
tests/explorer/scheduler_test.py::SchedulerTest::test_multi_step_execution 5.3s
tests/explorer/scheduler_test.py::SchedulerTest::test_non_repeatable_workflow 5.1s
tests/explorer/scheduler_test.py::SchedulerTest::test_over_rollout_min_wait 12.7s
tests/explorer/scheduler_test.py::SchedulerTest::test_scheduler_all_methods 14.9s
tests/explorer/scheduler_test.py::SchedulerTest::test_scheduler_restart_after_stop 9.2s
tests/explorer/scheduler_test.py::SchedulerTest::test_split_tasks 8.0s
tests/explorer/scheduler_test.py::SchedulerTest::test_stepwise_experience_eid 25.0s
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tests/explorer/scheduler_test.py::SchedulerTest::test_wait_all_timeout_with_multi_batch 13.7s
tests/explorer/scheduler_test.py::TestRunnerStateCollection::test_runner_state_collection 9.9s
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 602ms
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 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 27ms
tests/explorer/workflow_test.py::WorkflowTest::test_math_boxed_workflow 16ms
tests/explorer/workflow_test.py::WorkflowTest::test_math_complex_workflow 129ms
tests/explorer/workflow_test.py::WorkflowTest::test_math_eval_workflow 3ms
tests/explorer/workflow_test.py::WorkflowTest::test_math_fraction_workflow 10ms
tests/explorer/workflow_test.py::WorkflowTest::test_math_workflow 7ms
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 23.7s
tests/explorer/workflow_test.py::MultiTurnWorkflowTest_1::test_multi_turn_workflow 24.7s
tests/explorer/workflow_test.py::TestWorkflowStateRecording::test_workflow_state_recording 4.0s
tests/explorer/workflow_test.py::TestAgentScopeWorkflowAdapter::test_adapter_v0 1.3s
tests/explorer/workflow_test.py::TestAgentScopeWorkflowAdapter::test_adapter_v1 15ms
tests/explorer/workflow_test.py::TestWorkflowRunner::test_workflow_runner 137ms
tests/explorer/workflow_test.py::TestWorkflowRunner::test_workflow_runner_get_state 8.0s
tests/explorer/workflow_test.py::TestWorkflowRunner::test_workflow_with_openai 28.1s
tests/explorer/workflow_test.py::TestConcurrentWorkflowRunner::test_concurrent_workflow_runner 45.7s
tests/manager/log_manager_test.py::TestLogManager::test_file_rotation 1ms
tests/manager/log_manager_test.py::TestLogManager::test_init_and_tracking 1ms
tests/manager/log_manager_test.py::TestLogManager::test_keyword_filter_and_search_pattern 1ms
tests/manager/synchronizer_test.py::TestSynchronizerExit_0::test_synchronizer 2m 42s
tests/manager/synchronizer_test.py::TestSynchronizerExit_1::test_synchronizer 2m 32s
tests/manager/synchronizer_test.py::TestStateDictBasedSynchronizer_0::test_synchronizer 2m 13s
tests/manager/synchronizer_test.py::TestStateDictBasedSynchronizer_1::test_synchronizer 1m 39s
tests/manager/synchronizer_test.py::TestStateDictBasedSynchronizer_2::test_synchronizer 2m 11s
tests/manager/synchronizer_test.py::TestStateDictBasedSynchronizer_3::test_synchronizer 2m 51s
tests/manager/synchronizer_test.py::TestStateDictBasedSynchronizer_4::test_synchronizer 2m 32s
tests/manager/synchronizer_test.py::TestStateDictBasedSynchronizer_5::test_synchronizer 2m 43s
tests/manager/synchronizer_test.py::TestNCCLBasedSynchronizer_0::test_synchronizer 1m 10s
tests/manager/synchronizer_test.py::TestNCCLBasedSynchronizer_1::test_synchronizer 1m 5s
tests/manager/synchronizer_test.py::TestNCCLBasedSynchronizer_2::test_synchronizer 1m 6s
tests/manager/synchronizer_test.py::TestPullLatestWeights::test_no_new_version_logs_warning 5ms
tests/manager/synchronizer_test.py::TestPullLatestWeights::test_pull_latest_weights_0 2ms
tests/manager/synchronizer_test.py::TestPullLatestWeights::test_pull_latest_weights_1 3ms
tests/manager/synchronizer_test.py::TestPullLatestWeights::test_pull_latest_weights_2 2ms
tests/manager/synchronizer_test.py::TestPullLatestWeights::test_pull_latest_weights_3 2ms
tests/service/data_juicer_test.py::TestDataJuicer::test_config 1.1s
tests/service/data_juicer_test.py::TestDataJuicer::test_server_start 21.2s
tests/service/data_juicer_test.py::TestDataJuicerExperiencePipeline::test_data_juicer_operators 20.2s
tests/service/data_juicer_test.py::TestDataJuicerTaskPipeline::test_data_juicer_task_pipeline 14.9s
tests/trainer/trainer_test.py::TestTrainerCountdown_0_fsdp::test_trainer 3m 42s
tests/trainer/trainer_test.py::TestTrainerCountdown_1_megatron::test_trainer 5m 17s
tests/trainer/trainer_test.py::TestStepAheadAsyncRL::test_trainer 1m 35s
tests/trainer/trainer_test.py::TestTrainerGSM8K_0_fsdp::test_trainer 1m 7s
tests/trainer/trainer_test.py::TestTrainerGSM8K_1_fsdp2::test_trainer 1m 9s
tests/trainer/trainer_test.py::TestTrainerGSM8K_2_fsdp::test_trainer 1m 11s
tests/trainer/trainer_test.py::TestTrainerGSM8K_3_fsdp2::test_trainer 1m 20s
tests/trainer/trainer_test.py::TestTrainerSFTWarmupGSM8K::test_trainer ⏭️ 1ms
tests/trainer/trainer_test.py::TestTrainerDPO::test_trainer 40.0s
tests/trainer/trainer_test.py::TestTrainerSFT::test_trainer 36.1s
tests/trainer/trainer_test.py::TestTrainerToolsSFT::test_trainer_tools 36.0s
tests/trainer/trainer_test.py::TestFullyAsyncMode_0_fsdp::test_fully_async_mode 1m 44s
tests/trainer/trainer_test.py::TestFullyAsyncMode_1_fsdp::test_fully_async_mode 1m 44s
tests/trainer/trainer_test.py::TestFullyAsyncMode_2_megatron::test_fully_async_mode 2m 33s
tests/trainer/trainer_test.py::TestTrainerCheckpointSave_0_fsdp::test_trainer 3m 14s
tests/trainer/trainer_test.py::TestTrainerCheckpointSave_1_megatron::test_trainer 5m 53s
tests/trainer/trainer_test.py::TestTrainerMIX::test_trainer 2m 9s
tests/trainer/trainer_test.py::TestServeWithTrainer::test_serve_with_trainer 1m 57s
tests/trainer/trainer_test.py::TestMultiModalGRPO::test_trainer 2m 41s
tests/trainer/trainer_test.py::TestMultiModalSFT::test_trainer 1m 6s
tests/trainer/trainer_test.py::TestTrainerLoRA::test_trainer 3m 6s
tests/trainer/trainer_test.py::TestOverRollout::test_trainer 1m 14s
tests/trainer/trainer_test.py::TestTrainerPromptTruncation::test_trainer 49.1s
tests/trainer/trainer_test.py::TestTinkerTrainer::test_trainer ⏭️ 1ms
tests/trainer/trainer_test.py::TestTinkerTrainer::test_trainer_class ⏭️ 1ms
tests/trainer/trainer_test.py::AgentScopeTunerTest::test_agentscope_tuner 1m 22s
tests/trainer/trainer_test.py::ColocateModeTest::test_trainer 2m 1s
tests/utils/eval_utils_test.py::TestComputeScore::test_both_boxed_and_equivalent 2ms
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 3ms
tests/utils/eval_utils_test.py::TestMathEvalUtils::test_verify_math_answer 61ms
tests/utils/eval_utils_test.py::TestEvalUtils::test_is_equiv 5ms
tests/utils/log_test.py::LogTest::test_actor_log 2.0s
tests/utils/log_test.py::LogTest::test_group_by_node 1.9s
tests/utils/log_test.py::LogTest::test_no_actor_log 635ms
tests/utils/plugin_test.py::TestPluginLoader::test_load_plugins_local_0__workspace_tests_utils_plugins 80ms
tests/utils/plugin_test.py::TestPluginLoader::test_load_plugins_local_1_tests_utils_plugins 78ms
tests/utils/plugin_test.py::TestPluginLoader::test_load_plugins_remote_0__workspace_tests_utils_plugins 9.0s
tests/utils/plugin_test.py::TestPluginLoader::test_load_plugins_remote_1_tests_utils_plugins 8.9s
tests/utils/plugin_test.py::TestPluginLoader::test_passing_custom_class_0__workspace_tests_utils_plugins 5.1s
tests/utils/plugin_test.py::TestPluginLoader::test_passing_custom_class_1_tests_utils_plugins 4.9s
tests/utils/registry_test.py::TestRegistryWithRay::test_dynamic_import 2.5s
tests/utils/registry_test.py::TestRegistry::test_algorithm_registry_mapping 9ms
tests/utils/registry_test.py::TestRegistry::test_buffer_module_registry_mapping 3ms
tests/utils/registry_test.py::TestRegistry::test_common_module_registry_mapping 59ms
tests/utils/registry_test.py::TestRegistry::test_register_module 1ms
tests/utils/registry_test.py::TestRegistry::test_utils_module_registry_mapping 1ms
tests/utils/swanlab_test.py::TestSwanlabMonitor::test_swanlab_monitor_smoke ⏭️ 1ms

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@pan-x-c pan-x-c merged commit 7899b9e into agentscope-ai:main Mar 3, 2026
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