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DeepSeek's Vision Lineage: From DeepSeek-VL to Vision-Exp

By zipflow.xyz This is an independent technical analysis of DeepSeek's public research and documentation. It is not an official DeepSeek statement, and it does not claim that the current Vision-Exp API is available through our upstream channel. When DeepSeek released deepseek-v4-flash-vision-exp , the obvious story was that a text-focused model had finally gained native image input. The more…

We haven't written up this one. Dev.to has the full story — the link below goes straight to it.

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Hierarchical Clustering Fails Beautifully

Classic Machine Learning Through the Eyes of an SRE — Part 8 The most dangerous output in my whole Week-1 study set wasn't a bad prediction. It was a beautiful tree.

  • Hierarchical clustering reveals hidden truths in data structures
  • Decision to cut dendrogram made after examining structure, not upfront
  • Choice of linkage criterion influences tree shape and interpretation

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