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#test-time compute

Chart of LLM reasoning performance vs inference compute scaling post-DeepSeek R1
AI Hardware

What If LLMs Could Think Harder on Demand? The Inference Scaling Boom After DeepSeek R1

DeepSeek R1 lit a fuse. Now, inference-time compute scaling is turning mediocre models into reasoning beasts. But is it a real breakthrough or just more compute?

4 min read 2 weeks ago
Evolution of Meta's Llama 3 model family from 8B to 405B parameters
AI Hardware

Llama 3's Massive Herd and Inference Tricks: 2024's AI Papers That Actually Matter

Meta unleashes a 405B Llama 3.1. Everyone cheers open-source wins. But after 20 years watching Valley smoke, I'm asking: data sludge or real leap?

3 min read 2 weeks ago
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