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Turn pretrained LLMs into production-ready models through post-training
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Align a pretrained model for real tasks: use SFT and RLHF to improve instruction following, reasoning, and safer behavior.
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Use evaluation to guide improvements: build evals that reveal problems, choose data and rewards accordingly, and iterate.
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Get models ready for production, cost-aware: plan promotion and serving, monitor reliably, and account for compute and budget.
