Castuner

Andrej Karpathy

Andrej Karpathy

Andrej Karpathy, a founding member of OpenAI and former director of AI at Tesla, presents in-depth lectures on neural networks and large language models, often building them from scratch. Links: Andrej X: https://x.com/karpathy Andrej Karpathy web: https://karpathy.ai Discord: https://discord.gg/3zy8kqD9Cp Eureka Labs: https://eurekalabs.ai/

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Эпизоды

11 эпизодов

  1. Building makemore Part 2: MLP 1:23:24
  2. Building makemore Part 5: Building a WaveNet 1:04:06
  3. The spelled-out intro to language modeling: building makemore 2:05:29
  4. Let's build GPT: from scratch, in code, spelled out. 2:04:04
  5. Stable diffusion dreams of psychedelic faces 6:46
  6. [1hr Talk] Intro to Large Language Models 1:07:32
  7. Stable diffusion dreams of steampunk brains 26:10
  8. Stable diffusion dreams of "blueberry spaghetti" for one night 7:47
  9. Stable diffusion dreams of steam punk neural networks 5:19
  10. Building makemore Part 3: Activations and Gradients, BatchNorm 2:03:42
  11. Building makemore Part 4: Becoming a Backprop Ninja 2:03:08