[megatron] fix: megatron args for fully async recipe#5092
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yyDing1 wants to merge 1 commit intoverl-project:mainfrom
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[megatron] fix: megatron args for fully async recipe#5092yyDing1 wants to merge 1 commit intoverl-project:mainfrom
yyDing1 wants to merge 1 commit intoverl-project:mainfrom
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What does this PR do?
Some config args are modified in the initialization of ray_trainer to fit the megatron setting, specifically
verl/verl/trainer/ppo/ray_trainer.py
Lines 386 to 394 in f904162
The above code is only invoked in
fully-async-rolloutwhen creating the rollout dataloader, while the initialization offully-async-trainerdoes not contain the above logic. The megatron trainer should rely on this arg ininit_worker, so it will cause an error in the initialization of the megatron optimizer.My solution:
total_training_steps * trigger_parameter_sync_stepChecklist Before Starting
[{modules}] {type}: {description}(This will be checked by the CI){modules}includefsdp,megatron,veomni,sglang,vllm,rollout,trainer,ci,training_utils,recipe,hardware,deployment,ray,worker,single_controller,misc,perf,model,algo,env,tool,ckpt,doc,data,cfg,reward,like[megatron, fsdp, doc]{type}is infeat,fix,refactor,chore,test[BREAKING]to the beginning of the title.[BREAKING][fsdp, megatron] feat: dynamic batchingTest
API and Usage Example
# Add code snippet or script demonstrating how to use thisDesign & Code Changes
Checklist Before Submitting
Important
Please check all the following items before requesting a review, otherwise the reviewer might deprioritize this PR for review.
pre-commit install && pre-commit run --all-files --show-diff-on-failure --color=alwaysci-requestchannel in theverlSlack workspace. (If not accessible, please try the Feishu group (飞书群).)recipesubmodule, please also update the reference to the submodule commit viagit submodule update --remoteorcd recipe && git pull origin main.