Andrej Karpathy 最新AI讲座(3个半小时):Deep Dive into LLMs like ChatGPT(深入探索像ChatGPT这样的大语言模型)

【必看珍藏】2月6日,安德烈·卡帕西最新AI普及课:深入探索像ChatGPT这样的大语言模型|Andrej Karpathy视频国内地址:https:

【必看珍藏】2月6日,安德烈·卡帕西最新AI普及课:深入探索像ChatGPT这样的大语言模型|Andrej Karpathy

视频国内地址:https://www.bilibili/video/BV16cNEeXEer/?spm_id_from=333.1007.0.0&vd_source=2305730152e6c9a557978924d0063b1a

资料链接:

  • ChatGPT https://chatgpt/
  • FineWeb (pretraining dataset): https://huggingface.co/spaces/HuggingFaceFW/blogpost-fineweb-v1
  • Tiktokenizer: https://tiktokenizer.vercel.app/
  • Transformer Neural Net 3D visualizer: https://bbycroft/llm
  • llm.c Let’s Reproduce GPT-2 https://github/karpathy/llm.c/discussions/677
  • Llama 3 paper from Meta: https://arxiv/abs/2407.21783(B站李沐大神进行过讲解)
  • Hyperbolic, for inference of base model: https://app.hyperbolic.xyz/
  • InstructGPT paper on SFT: https://arxiv/abs/2203.02155(B站李沐大神进行过讲解)
  • HuggingFace inference playground: https://huggingface.co/spaces/huggingface/inference-playground
  • DeepSeek-R1 paper: https://arxiv/abs/2501.12948
  • TogetherAI Playground for open model inference: https://api.together.xyz/playground
  • AlphaGo paper (PDF): https://discovery.ucl.ac.uk/id/eprint/10045895/1/agz_unformatted_nature.pdf
  • AlphaGo Move 37 video: https://www.youtube/watch?v=HT-UZkiOLv8&t=0s
  • LM Arena for model rankings: https://lmarena.ai/
  • AI News Newsletter: https://buttondown/ainews
  • LMStudio for local inference https://lmstudio.ai/
  • The visualization UI I was using in the video: https://excalidraw/
  • The specific file of Excalidraw we built up: https://drive.google/file/d/1EZh5hNDzxMMy05uLhVryk061QYQGTxiN/view(本次视频大纲)
  • Discord channel for Eureka Labs and this video: https://discord/invite/3zy8kqD9Cp

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