Once the model is packaged, it can be deployed to a web server and made available to clients. Models are served as REST APIs and containerized in an isolated environment to serve existing apps or software.
AI
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Three ML Model Deployment Types for Engineers
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3 Types of ML model deployments to learn about as an ML engineer Web-service
Batch prediction
Streaming -
ML Models as Web Services: TensorFlow and PyTorch Serving
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1) Web-service In this ML models are served as web services by packaging them in a format that can be consumed by a web service framework, such as TensorFlow Serving or PyTorch Serving.
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Model Deployment in Production: MLOps Week 4 Overview
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Week 4 of MLOps Zoom camp ends with the exciting topic of model deployment Let's talk about how models are deployed in prod. under various scenarios
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ChatGPT Security Risk: Hackers Using AI for Malicious Code
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Security researchers publish warning of how hackers can use #ChatGPT to recommend installation of malicious code! https://
searchenginejournal.com/how-chatgpt-ca
n-recommend-malicious-code/488916/?utm_source=twitter&utm_medium=social&utm_campaign=share-back-traffic
… via @martinibuster
, @sejournal #RCE #ZeroTrust #ZeroDay #cybercrime #hacker #privacy #APT #bot #CISO #DDoS #hacking #phishing #CyberAttack -
Money 20/20: AI Dominates Fintech While Crypto Cools
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At Money 20/20, we spoke with fintech execs to find out what's hot – or not – in the industry. Tl;dr – B2B firms with stronger unit economics attracted much attention, but AI was the standout theme. As for crypto? Not so hot @ArjunKharpal @KenzieSigalos
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Crypto AI Art Celebrates 2-Year Anniversary Milestone
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CRYPTO AI ART: 2-year anniversary! Floor: 0,5 ETH Crypto AI Art #363: https://
opensea.io/assets/ethereu
m/0x495f947276749ce646f68ac8c248420045cb7b5e/2392630434290240917728431095880785304289144848761899072947382840702281973761
… MINTED: JUNE 10, 2021 http://
MONTREAL.AI: The Vanguard of the Crypto AI Art Market #MontrealAI #NFT #NFTs #NFTCommunity -
PandaGPT: Multimodal AI Model for Vision, Audio, Text Tasks
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PandaGPT is a general-purpose instruction-following model that can both see and hear. PandaGPT can perform complex tasks such as detailed image description generation, writing stories inspired by videos, and answering questions about audios. https://
bit.ly/45TnAVl -
ViT and MobileViT Computational Performance Benchmark for CVPR
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just the original ViT and MobileViT via timm. It was for a computational performance benchmark (preparing sth for CVPR)
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QR Codes Meet Stable Diffusion: AI Vision Evolution
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I never imagined QR codes & Stable diffusion would collide. They seem to be from such different worlds! Funny story, 11 years ago, I tried to make a point that QR codes will be made useless thanks to computer vision: https://
youtube.com/watch?v=8iPgYV
-__mo
…. Guess I was wrong!