Architects' Tech Alliance
Feb 12, 2025 · Artificial Intelligence
DeepSeek‑V3 Training Efficiency, Knowledge Distillation, and the Risks of Synthetic Data
The article examines DeepSeek‑V3’s low‑cost training using 2048 H800 GPUs, explains how knowledge distillation and high‑quality data improve efficiency, discusses expert concerns about training on AI‑generated content, and outlines the limitations and ceiling effect of distillation techniques.
AI SafetyAI Training EfficiencyDeepSeek-V3
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