What is recorded here?
Integrated parallel workers, sample-level rollout scheduling, environment/reward workers and automatic device mapping in a configurable RL training library for multi-domain and agentic workloads.
Source-linked catalogue note. A detailed explanatory guide has not yet been prepared for this entry.
Scientific scope
Inherits HybridFlow's single-controller design, Ray, Megatron/DeepSpeed, vLLM/SGLang and RL algorithms. Two-week200B-scale run is a reported deployment, not a fault-free theorem or independent audit.
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English catalogue narrative
ROLL: sample-level rollout orchestration and resource mapping
Integrated parallel workers, sample-level rollout scheduling, environment/reward workers and automatic device mapping in a configurable RL training library for multi-domain and agentic workloads.
Scientific scope
Inherits HybridFlow's single-controller design, Ray, Megatron/DeepSpeed, vLLM/SGLang and RL algorithms. Two-week200B-scale run is a reported deployment, not a fault-free theorem or independent audit.
Reading status
This is a source-linked WRS catalogue note. A full explanatory guide and independent scientific reconstruction have not been completed for this entry. Read the identified original work for its complete narrative and arguments.
People and systems
Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.