It's crazy that a 4B model can match GPT-OSS-120B **even on knowledge benchs** like MMLU and GPQA! Knowledge was long a limitation of smol models ; not anymore. This 4B could be a good candidate for the "agentic core" model described by @karpathy
MACHINE LEARNING
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LM Studio Model Performance: GPT OSS 120B Impresses
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I’ll believe it when I see it. So far I have not been impressed with any other model in LM studio aside from GPT OSS 120B.
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QueryWeaver GitHub Project Promotes AI-Related Categories
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QueryWeaver GitHub: (don't forget to star )
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Volume 322 AAAI Workshop on Audio-Centric AI Proceedings Now Available
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Volume 322 proceedings.mlr.press/v312 Proccedings of the AAAI Workshop on Audio-Centric AI Is now available on PMLR.
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Understanding Temperature in AI Models: Beyond Creativity vs. Determinism
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Great breakdown! One thing worth adding: temperature isn't just about creativity vs. determinism. It fundamentally reshapes the probability distribution over the entire vocabulary. A practical tip: instead of jumping straight to high temperature for 'creativity,' try
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Applying ML Super-Resolution to Satellite Imagery
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I mean @Albedo got approved to do 10cm gsd which with ml super res I already getting as powerful as high alt aerial
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Building a Text-to-Image Generator from Scratch
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Build a Text-to-Image Generator (from Scratch), with transformers and diffusions: http://
amzn.to/3MFbyK4 by @mark_h_liu v/ @ManningBooks -
Grok’s truth-seeking expectation contradicted by hallucinations
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I thought Grok was truth seeking, this is just plain old hallucinations
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AI-driven image processing for surveillance and facial recognition
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Good enough GSD to read license plates and facial id for sure – has been for a while – just limited to public sector; modulo albedo tho I have yet to see crispy 10cm imagery from them yet
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AI Agents in Practice — Design, Implement, and Scale Autonomous AI Systems
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See the latest book from @AltoValentina
, released by @PacktDataML at http://
amzn.to/4p98LYl "AI Agents in Practice — Design, Implement, and Scale Autonomous #AI Systems for Production" Book Description (from Amazon): As AI agents evolve to take on complex tasks and operate