Yesterday I gave a lecture at @Stanford
's CS25 class on Transformers! The lecture was on how “emergent abilities” are unlocked by scaling up language models. Emergence is one of the most exciting phenomena in large LMs… Slides:
INNOVATION
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Emergent Abilities in Language Models Through Scaling
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Emergent Abilities in Large Language Models Over Past Year
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Throughout the past year, there have been hundreds of emergent abilities, which can only be observed in large-enough language models. I previously made a list of them (more than 100):https://t.co/QLfwNUeIBx
— Jason Wei (@_jasonwei) 25 janvier 2023Throughout the past year, there have been hundreds of emergent abilities, which can only be observed in large-enough language models. I previously made a list of them (more than 100):
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Data2vec 2.0: 16x Faster Self-Supervised Learning Across Modalities
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Data2vec 2.0 can train self-supervised speech, vision & text models up to 16x faster than the most popular existing algorithm for images — achieving the same accuracy. Read more & get the open source code https://
bit.ly/3H9mPf7 -
Nvidia’s Missed Opportunity with Instant-NeRF Technology
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Y añado, Nvidia aquí creo que ha dejado pasar una oportunidad genial, teniendo en cuenta que Instant-NeRF era su investigación y el punto de inflexión donde esta tecnología empezó a ser funcional para muchos. https://
youtu.be/-1Dz9Izq8Vs -
Interactive Visualizations Help Build Mathematical Intuition
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3/This specialization was designed with numerous interactive visualizations to help you see how the math works. Math isn’t about memorizing formulas; it’s about sharpening your intuition. I hope you enjoy the specialization!
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New AI Image Generation Models Available on Krea Canvas
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“skydiving cat, selfie” try our new AI models now https://
canvas.krea.ai -
GPT as Backend: LLM as English Interpreter for Development
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"GPT is all you need for backend". This was the most inspirational project from the hackathon over the weekend, hard to stop thinking about. LLM is a kind of equivalent of the Python interpreter, except it interprets English, and has knowledge and common sense.
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Open-source LangChain bot deployment examples for messaging platforms
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Anyone have any good open-source examples of deploying a LangChain bot on discord, telegram, WhatsApp, Slack, etc? Want to add some examples to the gallery & deployment pages for this!
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Energy-Centric AI Acceleration with Chiplet-Based Design
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Join us this evening at the #ChipletSummit for a featured paper presentation by our #VPofProduct, @beach66
! "Energy-Centric #AI #Acceleration with Chiplet-Based Design" (
https://
bit.ly/3R6dXvi) A-103: Design-1 Session 4:30 – 5:30 PM (Pacific Standard Time) -
Essential Tool for Prompt Formatting in Videos and Presentations
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Herramienta súper útil que voy a empezar a utilizar desde hoy para maquetar prompts. Para videos y charlas es genial