// TOPIC
#mlops
2 articles
◆◆◆AdvancedOpenAIMeta
01Design an LLM Fine-Tuning Platform
Design an LLM fine-tuning platform: dataset ingestion, LoRA/QLoRA/DPO training, fault-tolerant GPU scheduling, eval gating, and multi-LoRA serving.
#interview#ai#llm
39 min◆◆◆AdvancedUberAirbnb
02Design a Feature Store
Serve identical feature values to model training and online inference, eliminating training-serving skew at sub-10ms latency and millions of reads per second.
#interview#ai#mlops
28 min