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Forget hand-crafted prompts: Ctx2Skill lets language models bootstrap their own skills from context, learning to reason better without any human labels.
Training LLMs on ultra-long contexts just got a whole lot easier: AutoSP automates sequence parallelism and activation checkpointing, boosting context length by up to 2.7x with negligible throughput cost.