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Baobao Algorithm Notes
Baobao Algorithm Notes
Mar 7, 2024 · Industry Insights

What Do Two AI Titans Say About AGI, Open‑Source Models, and Real‑World Applications?

The article summarizes interviews with AI entrepreneur Yang Zhilin and investor Zhu Xiaohu, compares their opposing views on AGI, open‑source versus closed models, and investment strategies, then analyzes why e‑commerce AI assistants struggle, outlines viable AI scenarios, defines model capability boundaries, and reviews recent industry trends.

AGIData RequirementsE-commerce AI
0 likes · 21 min read
What Do Two AI Titans Say About AGI, Open‑Source Models, and Real‑World Applications?
Baobao Algorithm Notes
Baobao Algorithm Notes
Nov 21, 2023 · Artificial Intelligence

How Much Data Do You Need for a 10B LLM? Decoding Scaling Laws

This article explains how scaling laws can answer common LLM development questions—such as the data required for a 10B model, the model size achievable with 1 TB of data, and the optimal compute‑data‑model trade‑off for a fixed GPU budget—by presenting core formulas, practical derivations, and insights from OpenAI, DeepMind and Google.

Compute EfficiencyData RequirementsModel Size
0 likes · 12 min read
How Much Data Do You Need for a 10B LLM? Decoding Scaling Laws