Stop guessing which models fit in your VRAM! llmfit is a CLI tool that auto-detects your hardware and ranks 206 models by what actually runs on your system. You download a 70B model and hope it fits. Or you estimate memory requirements across quantization levels and still end
MACHINE LEARNING
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Prompt Engineering, Context, and Harness Engineering Explained
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from prompt to context to harness engineering. three terms keep coming up in AI engineering, and they get conflated all the time. here is the cleanest way to understand what each one is and how they fit together. ๐ฝ๐ฟ๐ผ๐บ๐ฝ๐ ๐ฒ๐ป๐ด๐ถ๐ป๐ฒ๐ฒ๐ฟ๐ถ๐ป๐ด ๐ถ๐ ๐๐ต๐ฒ ๐บ๐ฒ๐๐๐ฎ๐ด๐ฒ.
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AI Glossary: 54 Essential Terms Everyone Should Know
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Your #AI Glossary: 54 Terms Everyone Should Know
by @Imad @jeskillings @cnet Learn more: https://
bit.ly/3RkiSgy #GenerativeAI #LLM #AIAgents #ArtificialIntelligence #MachineLearning -
Gary Marcus highlights the irony of critics as the field evolves
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It is truly astonishing to see the entire field evolving in the neurosymbolic and world model directions that I advocated in 2019 and 2020, and simultaneously to observe people claiming (inevitably without specific evidence) that I am still wrong.
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FASTER: Reacting Quickly to Changing Environments
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Why can't robots react instantly to fast-changing environments? Researchers from HKU and ACE Robotics introduce FASTER. Instead of running all sampling steps before any movement, it uses a Horizon-Aware Schedule to compress the immediate action into a single denoising step.
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No staging, live production builds on VPS, Claude Code only failed twice
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Every bug fix or new feature on any of my sites I now built live on my VPS, in production, without any staging Claude Code only failed me 2x in 12 months, it made a small bug and the site was down for 2x 5 seconds It never lost any data I also have 3-2-1 Backup strategy, with
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Scaling AI for Results: MIT Sloan Management Review Strategies
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Scaling #AI for results: Strategies from MIT Sloan Management Review
by Brian Eastwood @MITSloan Learn more: https://
bit.ly/4a5oXVc #MachineLearning #ArtificialIntelligence #MI #ML #DL -
Discover Sana: a new GitHub repo for machine learning by NVlabs
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repo โ https://
github.com/NVlabs/Sana -
Transformer Learning Frameworks and Adversarial World Models
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co-sign. a very handy mental framework for what kinds of learning transformers do well today, and why it runs into limitations. when @ankit2119 and i wrote about the need for adversarial world models earlier this year, we were describing a couple of the functions of these rungs
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10 AI Concepts for Software Engineers by SystemDesignOne
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10 #AI Concepts for Software Engineers by @systemdesignone #GenAI #ArtificialIntelligence #MachineLearning #ML #NLP