DeepSeek-V3-0324, Gemini Canvas and GPT-4o image generation
Mixture of Experts
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Evaluating AI Models Beyond Benchmarks
This chapter explores the evaluation of AI models, specifically non-reasoning models like DeepSeek v3, and emphasizes the limited impact of minor benchmark differences on real-world applications. The discussion advocates for a practical, cost-effective approach to model testing based on specific tasks rather than on benchmarks alone.
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