Sure. But you only get to do 60,000*20 model evals in total either way! (i.e if the 2nd order method needs twice as many evals, you only get 10 epochs)
CODE
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Upcoming ChatGPT Features Found in Client Code: Pause, Copy, Prompt Palette
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References to possible upcoming ChatGPT features found by @eeeziii in minified client JS:
– Pause completions
– Copy thread to clipboard
– “Prompt palette” / “Snippet palette” -
GPT-3 Synthesis of arXiv Preprint with BERT-embedded Hopfield Networks on Ethereum Blockchain
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GPT-3 zero-shot synthesis of an arXiv pre-print in LaTeX notation on distributed manifold in-painting using BERT-embedded Hopfield networks on the Ethereum blockchain. Model text-davinci-003, temperature 0.7. Playground link: https://
beta.openai.com/playground/p/m
z75vuUjGsEusUyPheyEdcSZ?model=text-davinci-003
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DDPM Course Implementation From Scratch Explained
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We've done ddpm from scratch in the latest course. Lemme know if you want more info
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ChatGPT future split: Workspace and Codespace for coding
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¿Preview del futuro de ChatGPT? Indagando por el código fuente de la web la gente ha encontrado una futura diferenciación de funciones: por un lado Workspace (el ChatGPT actual) y Codespace, que tendrá funcionalidades para generar y debugear código directamente (un Copilot web)
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Dropout Improves Model Performance to 95.2% Accuracy
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After adding dropout, I increased the 5 epoch best to 93.2%, and christopherthomas on http://
forums.fast.ai improved the 50 epoch best to 95.2% – first time we've gotten a result >95%! 😀 -
ML Development: Prioritize Quality-of-Life Code Improvements
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When editing an ML codebase, I recommend constantly taking small detours to make quality-of-life tweaks as you notice them, rather than send them off to languish in a bug tracker. Highest order bit in ML in iteration speed, and these small pains add up faster than you know.
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GitHub Copilot Dramatically Accelerates Coding Workflow
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Nice read on reverse engineering of GitHub Copilot . Copilot has dramatically accelerated my coding, it's hard to imagine going back to "manual coding". Still learning to use it but it already writes ~80% of my code, ~80% accuracy. I don't even really code, I prompt. & edit.
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Happy Birthday to C++ Creator Bjarne Stroustrup
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Happy birthday to Bjarne Stroustrup, inventor of C++: http://
bit.ly/2E33g6O -
LangChain Quickstart: Google Search Integration with Agents
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See these docs for a quickstart for this utility: https://
langchain.readthedocs.io/en/latest/exam
ples/chains/google_search.html
… But, probably more importantly, see these docs for a guide on how to load it as a tool that you can use with an agent: https://
langchain.readthedocs.io/en/latest/exam
ples/agents/search_tools.html
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