Building & Deploying Enterprise #MachineLearning Systems is hard. Here are 30 requirements for an #MLOps environment. @AbacusAI handles all that for you. You bring the data and the use case. Abacus delivers the #ML environment: https://
abacus.ai/mlops #DataScience #AI #ML
SOFTWARE
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MLOps Requirements for Enterprise Machine Learning Systems
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GPU Usage Starting at 100% Indicates a Problem
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do your GPUs start with 100% usage? something is wrong then
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VS Code and Code Formatting Best Practices for Developers
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I’m out for too long, not sure what is used these days. I would guess VS Code with formatting and a human rule to disallow Xcode reformat.
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IT and Worker Views Diverge on AI Implementation Strategy
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Different "thought worlds" are a problem in AI. The IT teams in charge of AI think of "implementation" as scale: worrying tokens cost a lot, inference is slow, customization needed. The workers using AI often view "implementation" as "let me use ChatGPT how I want 20 times/day."
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Conda Environment Management Struggles in AI Development
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bless me father for i have sinned…. its been 7 minutes since i last completely bricked my conda environment
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Companies Operationalize Eco-Friendly Goals Through Specialized Software
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Environmental stewardship is becoming as integral as innovation, and companies are adopting eco-friendly goals and operationalizing them through specialized software and data center efficiency to minimize their ecological footprint – a sustainable approach. Microblog @antgrasso
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Infrastructure Challenges in Large-Scale AI Training Operations
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Scaling up training runs is always exciting and fun at the beginning But it gets frustrating so damn fast Download times, GPU issues, etc etc
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NVIDIA Announces NeMo Microservices for Generative AI Customization
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Last week at #GTC24, NVIDIA announced new NeMo microservices for customizing and evaluating #generativeAI models, while supporting retrieval-augmented generation (#RAG) in applications. Learn more and apply for early access > https://
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HyperWrite Weaves Source Links Into AI-Generated Articles
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The open-source version shows you the links that it uses before writing. The HyperWrite version actually weaves the links into the article as it writes, so you can attribute facts to where they came from (for example, see the link to Bedrock in the demo).
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HyperWrite Launches AI Journalist Tool by Matt Shumer
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New: AI Journalist on the HyperWrite platform from the prompt king himself @mattshumer_https://t.co/99P5y1bewV https://t.co/T1rmjOkzla
— HyperWrite (@HyperWriteAI) 25 mars 2024New: AI Journalist on the HyperWrite platform from the prompt king himself @mattshumer_ hyperwriteai.com/aitools/ai-… Matt Shumer (@mattshumer_) If you want to try it, you can head to the Github repo in the last tweet in this thread. But if you don't want to bother with code, I've built an even better + FASTER version into HyperWrite — try it here: app.hyperwriteai.com/persona… — https://nitter.net/mattshumer_/status/1772286377595478191#m
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