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An overview of gradient descent optimization algorithms by skidrow

This post explores how many of the most popular gradient-based optimization algorithms actually work. Note: If you are looking for a review paper, this blog post is also available as an article on arXiv. Update 20.03.2020: Added a note on recent optimizers. Update 09.02.2018: Added AMSGrad. Update 24.11.2017: Most of the content in this article

ByHackTechJanuary 19, 20250Comments

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Show HN: Gradient – a web API for fine-tuning and deploying Llama2 by chrchang510

API Developer PlatformCustomize and deploy LLMs via a web API. There’s nothing easier. Private LLMs You OwnBuild with private models that only you can access.Fully Unlocked ModelsModels are entirely yours to control. You decide what they do.Build With Any LanguageOur CLI and SDK are available for Javascript, Python, and Java.State of the Art ModelsUse only

ByHackTechAugust 29, 20230Comments

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