LLMOps 与生产应用
How does Prompt Caching work?
原题Prefill vs Decode
原题Why is prefill compute-bound and decode memory-bandwidth-bound?
原题What is chunked prefill, and why does it improve tail latency under mixed traffic?
原题What is Prefill-Decode Disaggregation, and when does it pay off?
原题Explain the AI product lifecycle from ideation to production.
原题What is LLMOps, and how does it differ from traditional MLOps?
原题How do you serve LLMs in production?
原题What is model quantization?
原题Explain post-training quantization (PTQ) vs quantization-aware training (QAT). What breaks when you push weights to 2-4 bits?
原题
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