I don't think you need databases to pretrain LLMs because you can basically throw out the embedding database after each batch since the embedding layer changes after each training iteration.
MACHINE LEARNING
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GPT-2 Foundation with Llama 3 Advanced Implementation Guide
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The book is GPT-2 based, which is more beginner friendly. The Llama 3 code is bonus material. (It makes sense to implement GPT-2 first and than convert that to Llama 3 imho.) Llama 3 is dense, not an MoE though.
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Inference Performance Not Bad For Extended Usage
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it’s not bad, you won’t be constantly inferencing for hours
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The Growing Role Of Artificial Intelligence In Education
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The Growing Role Of Artificial Intelligence In The Educational Sector
#AI #AIio #BigData #ML #NLU #Futureofwork @gp_pulipaka @stratorob @PetiotEric @EvanKirstel @Fgraillot @HaroldSinnott @HeinzVHoenen @helene_wpli -
Computer Scientist Goals 2026: Skills and Achievements
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What are your goals as a computer scientist this year?
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Abacus AI LLM Fine-Tunes API Offers Affordable Open-Source Performance
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Check out the @AbacusAI "LLM Fine-Tunes" inference API = Unlocks the power of affordable, Open-Source #LLMs — exceeds #GPT4o performance and is cheaper! Start here: https://
abacus.ai/llmapi
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#LLMOps #AI #GenerativeAI #MachineLearning #MLOps #ML #GenAI #DeepLearning #DataScience -
Software Architecture Matters More as AI Adoption Accelerates
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There will probably be more conventional software written in the coming decade than ever before; the architecture of that software still matters! Better and worse affordances for AI should make a difference.
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Generative AI Healthcare: Benefits and Challenges Overview
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Generative AI In Healthcare: The Benefits And Challenges
#AI #AIio #BigData #ML #NLU #Futureofwork @ahier @guzmand
@DavidBrin @denisegarth @dez_blanchfield @diioannid @DioFavatas @gerald_bader http://
ow.ly/cV1030sIPHe -
AI Research Highlights 2024: Mixture-of-Experts and LLM Scaling Laws
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Happy New Year! To kick off the year, I've finally been able to format and upload the draft of my AI Research Highlights of 2024 article. It covers a variety of topics, from mixture-of-experts models to new LLM scaling laws for precision:
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Microsoft Fabric Data Analytics Guide for AI Era
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Learn Microsoft Fabric — Practical Guide to performing Data #Analytics in the era of Artificial Intelligence: http://
amzn.to/3UySSx0 v/ @PacktPublishing —
#AI #MachineLearning #ML #DataAnalytics #DataScience #DataStrategy #CDO #DataScientist #DataManagement
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𝓢𝓾𝓶𝓶𝓪𝓻𝔂: