This is what happens when a team comes together to do something special
@jeremyphoward
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Society Achieves Beneficial Artificial General Intelligence Milestone
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We have achieved societally-beneficial AGI.
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Chat Models True Capabilities Depend on Their Prompts
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Using chat models without their prompts might not show their true capabilities though
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Convolutional Neural Networks Classification Behavior Explained
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Every convnet classifier does that, unless I'm misunderstanding your question.
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OpenAI Customer Relationship Critique Analysis
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Yeah agreed — this is the most meh take that's going around. Adam's company is a *customer* of OpenAI anyway.
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Skip Connections and Channel Modifications in CV Generative Models
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Pretty much all major CV generative models use skip connections and also modify channel counts over layers
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Skip Connections Research and Computer Vision Architecture Alternatives
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You gonna pretend there isn’t research suggesting skip connections aren’t needed, and that anyway there’s dozens of ways in CV of dealing with that issue?
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Computer Vision Learnings Transfer to Other AI Domains
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Yeah it’s another place where it seems likely some learnings from CV will cross over some day
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Fine-tuning LoRA with Adafactor and activation checkpointing
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Even fine tuning regular lora with adafactor would do for now though. With activation checkpointing that’ll handle a reasonable size model