DetectGPT – an approach for zero-shot machine-generated text detection. Uses raw log probabilities from the LLM to determine if the passage was sampled from it. 8 of 11
CODE
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Visual Machine Learning Concepts Learning Website
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Visual explanations of core machine learning concepts. A brilliant website for everyone looking to learn important machine learning concepts through visuals in a fun way. Check this: http://
mlu-explain.github.io -
spaCy Floret Vectors: New Approach for Transformer Models
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Here's how we do it in @spacy_io : https://
explosion.ai/blog/floret-ve
ctors
… We're interested to try this trick in transformer models. We haven't really tried that yet. -
LogSumExp Function as Universal Solution for Numerical Stability
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Yup… logsumexp is our friend for everything else.
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Building a Transformer with simplified layers in nanoGPT
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Yep, that's the one! (as @Thom_Wolf linked earlier too). I'd expect it's possible to build a Transformer with that kind of layer alone, would look much more pleasing. Will see if I can prototype in nanoGPT.
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Top Programming Languages for Metaverse Development
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#Metaverse https://
analyticsinsight.net/top-10-program
ming-languages-for-metaverse-software-developers-in-2023/
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Simplified Transformer Architecture with Unified Block Design
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TLDR: A much simpler Transformer with a single type of block wired up to a residual pathway in both parallel and in series is possible but to my knowledge has not yet been convincingly demonstrated. Bit more detail @ https://
github.com/karpathy/rando
mfun/blob/master/transformer_unify.ipynb
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Eleven Labs: Most Realistic AI Text-to-Voice Platform, Free to Try
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Eleven Labs has the most realistic AI text-to-voice platform I’ve seen. https://t.co/W2WkoSQBRV (free to try)
— AI Breakfast (@AiBreakfast) 28 janvier 2023
It’s 99% perfect. Generates great inflection, cadence, and natural pauses.
Sample: pic.twitter.com/nf0agi4QTKEleven Labs has the most realistic AI text-to-voice platform I’ve seen. http://
beta.elevenlabs.io (free to try) It’s 99% perfect. Generates great inflection, cadence, and natural pauses. Sample: -
Open-sourcing assistance offered for project
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Very cool! We can help on the open-sourcing part if needed
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Few Shot Learning Illustrated Guide and Examples
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Few shot learning, illustrated pic.twitter.com/q0E4Ev9zTx
— swyx 🐣 (@swyx) 28 janvier 2023Few shot learning, illustrated