feat: add AsyncRolloutManager for native async per-prompt rollouts#2566
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yuki-97 wants to merge 8 commits into
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feat: add AsyncRolloutManager for native async per-prompt rollouts#2566yuki-97 wants to merge 8 commits into
yuki-97 wants to merge 8 commits into
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Signed-off-by: Yuki Huang <[email protected]>
Signed-off-by: Yuki Huang <[email protected]>
Signed-off-by: Yuki Huang <[email protected]>
Signed-off-by: Yuki Huang <[email protected]>
… support for now Signed-off-by: Yuki Huang <[email protected]>
Signed-off-by: Yuki Huang <[email protected]>
Signed-off-by: Yuki Huang <[email protected]>
…nc and cleanup unused Signed-off-by: Yuki Huang <[email protected]>
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Issue
Part of RL-729. Based on #2528.
Summary
Adds
AsyncRolloutManagertorollout_manager.pyto support native async per-prompt multi-turn rollouts.run_rolloutfans outnum_generations_per_promptconcurrent_run_single_rolloutcoroutines viaasyncio.gatherand returns aPromptGroupRecord._run_single_rolloutis a pure mirror ofrun_sample_multi_turn_rollout(multi-reward support dropped for now)._generate_responsemirrorsasync_generate_response_for_sample_turn+generate_responses_async, with simplified logic (single-sample path, no batching indirection).Tests
tests/unit/experience/test_rollouts.pywith unit tests forAsyncRolloutManager.