Be deliberate with your obsessions.
INNOVATION
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Automated Companies Powered Entirely by LLMs Communicating via Text
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automated companies made up just of LLMs (CEO LLM, manager LLMs, IC LLMs), running asynchronously and communicating over a Slack-like interface in text…
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Extending LLMs to Vision: Incremental Multimodal Integration with Flamingo
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Extending LLMs from text to vision will probably take time but, interestingly, can be made incremental. E.g. Flamingo (
https://
storage.googleapis.com/deepmind-media
/DeepMind.com/Blog/tackling-multiple-tasks-with-a-single-visual-language-model/flamingo.pdf
… (pdf)) processes both modalities simultaneously in one LLM. -
LLMs as Cognitive Engines Orchestrating Compute Infrastructure via Text
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Good post. A lot of interest atm in wiring up LLMs to a wider compute infrastructure via text I/O (e.g. calculator, python interpreter, google search, scratchpads, databases, …). The LLM becomes the "cognitive engine" orchestrating resources, its thought stack trace in raw text
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Nonlinear Vector Autoregression Emerging Over Random Reservoir Methods
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me too! I saw a couple of successful applications of them in real-world settings such as diagnoses of signals. I think though the latest developments suggest nonlinear vector autoregression instead of random reservoir which is an interesting direction:
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VQGAN Tutorial: Hidden Gem for Creative AI Generation
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This VQGAN tutorial is really impressive – a hidden gem! 😀
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Groq CEO Jonathan Ross Engages at Supercomputing Conference SC22
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Our hands-on leaders love meeting folks, sharing @GroqInc
's story, and talking #compute! It was awesome having CEO and founder, @JonathanRoss321 at @Supercomputing the past few days talking with customers, at our booth, and walking the show floor! #SC22 #AI #HPC #HPCaccelerates -
DeepMind’s Epistemic Networks Reduce LLM Fine-Tuning Data Requirements
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DeepMind’s Epistemic Neural Networks Enable Large Language Model Fine-Tuning With 50% Less Data https://
syncedreview.com/2022/11/16/dee
pminds-epistemic-neural-networks-enable-large-language-model-fine-tuning-with-50-less-data/
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High Quality Software Project Built With nbdev
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Here's a very cool project – and written using #nbdev, which really helps ensure a high quality piece of software.
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Domino Named Top 200 North American Tech Company Again
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We are honored to be included for the 2nd consecutive year among the top 200 premier North American technology companies, as rated by Deloitte's #Fast500 list. We're ever grateful to our amazing customers, without whom this wouldn’t be possible: https://
domino.buzz/3Ap2Ma3 #MLOps