http://
incompleteideas.net/IncIdeas/Bitte
rLesson.html
… is about the surprisingly limited impact of architectural cleverness versus raw scaling. I am analogizing to suggest that a radical hardware architecture like https://
en.m.wikipedia.org/wiki/Cerebras probably won’t make up for being back a few stages, but hope springs
INNOVATION
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Architectural Cleverness Cannot Compensate for Raw Scaling Gap
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Lines Per Hour: A Flawed Developer Quality Metric
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Lines per hour is a terrible metric for testing the quality of developer.
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Master Transformers for Text, Vision, and Speech with HuggingFace
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By the end of this course, you will know how to apply Transformers to (almost) any ML problem! This includes text, vision, and speech. And you'll do that using HuggingFace libraries. Stay tuned and follow @abacusai
! There's a lot more coming! -

Trending AI Models, Datasets and Apps This Week
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Trending model, datasets & apps of the week on http://
hf.co. Kudos to @BigCodeProject @MosaicML @databricks @togethercompute @AnthropicAI @deepfloydai and many others! -
Productionizing LLM Applications: Challenges and Solutions
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In her paper “Building LLM applications for production,” @chipro discusses the challenges of productionizing LLM applications as well as the use cases and solutions she’s observed. https://
huyenchip.com/2023/04/11/llm
-engineering.html
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Replit Shakes Up AI Development Platform
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Register to hear more about her work, and how we're shaking things up @Replit
! #ReplitAI -
Open Sourcing LLM: Revolutionizing Software Development
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Remember when we announced we’d be open sourcing our LLM? With LLMs like ours, opportunity abounds, but there are still a number of obstacles. We’ll be talking to @chipro @amasad + @pirroh next week about what comes next and how LLMs are revolutionizing the way we build.
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China’s Fab Capabilities and Cerebras Wafer-Scale Integration Viability
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China’s fabs are several generations behind, but I wonder if something like Cerebras’ wafer scale integration would still be viable. The limited impact of clever architecture vs simple scaling is one of the “bitter lessons”, but it is still meaningful.
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LangChain Retrieval Webinar with Expert Moderators
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Power Up The "LangChain Retrieval Webinar" with @lateinteraction and @jobergum is way to important to let a schlub like me moderate So we're bringing in the big guns: @charles_irl Join us next Wednesday!
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Toyota CUE4 Robot Makes 100 Three-Point Shots
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Hoy os presento a CUE4, un robot diseñado por Toyota y que es capaz de meter 100 tiros seguidos desde la línea de triple. 😳🤯
— Juan Merodio (@juanmerodio) 19 mai 2023
La verdad es que el robot tiene una muñeca envidiable, pero se pierde toda la emoción 🏀🤔
Veríais un partido de baloncesto entre robots? ⁉️🦾🤖 pic.twitter.com/aSHfpCWnNRHoy os presento a CUE4, un robot diseñado por Toyota y que es capaz de meter 100 tiros seguidos desde la línea de triple. La verdad es que el robot tiene una muñeca envidiable, pero se pierde toda la emoción Veríais un partido de baloncesto entre robots?