async-training

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Recipes and resources for training, building generative AI with Fireworks

Sync vs fully-async agentic RL on verl: multi-turn GRPO, long-tail rollout profiling, staleness ablations — quantifying when async pays off.

reinforcement-learning rollout slime post-training multi-turn megatron gspo llm-agent tool-calling verl dapo agentic-rl async-training

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