SDOF Framework Uses Constrained State Machine for Multi-Agent Orchestration
SDOF framework enforces state constraints in multi-agent orchestration, outperforming GPT-4o in business automation benchmarks through GRPO-aligned intent routing.
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Hugging Face Releases TRL v1.0 for LLM Training
Hugging Face releases TRL v1.0 with stability guarantees for its LLM post-training library — now 75+ training methods, 3M monthly downloads, and foundational to Unsloth & Axolotl workflows.
