in the future - u will be able to do some more stuff here,,,!! like pat catgirl- i mean um yeah... for now u can only see others's posts :c
๐ If you want to deploy the "brain" behind the LLM apps like ChatGPT, Google Gemini, or Anthropic's Claude, these are 6 steps to follow โ
๐ Be sure to bookmark this post for later!
Here's a 10,000 foot view of the solution architecture for deploying your own LLM model to Amazon Web Services (AWS) with Amazon SageMaker:
๐โโ๏ธ Request access to Meta AI's LLaMA models (i.e. LLaMA 2 - 7B)
๐ค Use Hugging Face's Deep Learning Containers to extract the model
๐ Create a SageMaker Domain to spin up a SageMaker Studio instance
๐ป Choose your model and EC2 server configurations (i.e. ml.g5 servers)*
๐ค Import and deploy the model to a real-time SageMaker Endpoint
๐ฌ Make calls to the API endpoint via API Gateway, AppSync, Lambda, etc.
* Of course, be very careful when deploying these types of models, as the underlying infrastructure can be VERY expensive if you are running these endpoints 24/7.
What's the biggest challenge you're looking to tackle with AI this year?
Let me know below! โ
๐จโ๐ป Subscribe for more (fun) tech content: โช@BrianHHoughโฌ
#TechStackPlaybook #aws #machinelearning #llm #artificialintelligence #datascience #softwareengineering #sagemaker #metaai #llama2 #mlops #awscommunity
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Wishing everyone a very happy holiday season!! ๐ฅณ๐ May it be filled with joy and light ๐
The Holidays and New Years offers us all a chance to reflect, to meditate, to get introspective, to reminisce, and to express gratitude for all that has happened over the last 12 months. I am grateful to you all for supporting the Tech Stack Playbook and for being along for this wild ride of building in tech. Your messages, reactions to my stories on Instagram, comments on LinkedIn, and virtual + IRL conversations throughout the year have meant so much to me. Thank you, everyone! โค๏ธโ๐ฅ
So how do we make 2024 the best year yet? ๐ค๐ญ
This week for my email subscribers, I shared my 5 step launch plan for goal setting and goal achieving. Hereโs an abridged version of steps to take to make your 2024 epic:
๐ฏ 1. Set Clear, Achievable Targets & Goals:
Define specific actions (targets) to achieve broader achievements (goals), like setting daily or weekly tasks to attain a major objective, ensuring goals are proactive and attainable.
๐คฏ 2. Expand Your Technical Knowledge & Skills:
Emphasize continuous learning and adaptability, using resources like YouTube, blogs, and online tutorials to gain skills and mental resilience needed for any job or project.
๐ค 3. Network & Build Community:
Foster a community for mutual support and faster collective growth, adhering to the principle that collective effort leads to greater success than individual endeavors.
๐ 4. Develop a Strong Personal Brand:
Enhance professional visibility by focusing on a few key areas weekly, like blogging or social media engagement, to strengthen your professional network and opportunities.
๐ฎ 5. Practice & Prepare for Opportunities:
Anticipate and prepare for future opportunities by practicing skills, like interviewing or technical problem-solving, before they are needed, ensuring readiness even when opportunities arise unexpectedly.
How are you planning to make 2024 the best year yet?
Let me know below! โฌ๏ธ
๐ Link to sign up for my Tech Stack Playbook newsletter here: techstackplaybook.com/signup
#techstackplaybook #developer #dev #coder #fullstack #cloud #peoplewhocode #motivation #goalsetting #goaldigger #goalgetter #tech
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WONDERING HOW TO GET INTO WEB3 AS A BLOCKCHAIN DEVELOPER? ๐ฆโ
In this 3 hour course, you will learn from start to finish how to write your very first Solidity smart contract, deploy it to your own local blockchain instance with Truffle, and create a dApp (decentralized application) front-end in ReactJS to interface with your deployed contract and use ETH to run transactions.
You can also go through this course for โจ FREE โจ on my website for more resources, modules, and notes: brianhhough.mykajabi.com/offers/UHUgQLhS
When are you taking the course? ๐ Let me know below!
#web3 #blockchain #developer #coding #decentralization #ethereum #blockchaindevelopment
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Hi there! I'm Brian and welcome to the Tech Stack Playbookยฎ โ your guide to apps, software, and tech (but in a fun way I promise) ๐จโ๐ป
On a Friday after work, I signed up for a hackathon. At the time, I was working in social media and PR. Watching developers build apps from their laptops that weekend was incredible, and I was so inspired that I started a multi-year journey to teach myself how to code.
Coding transformed my life and showed me how to impact the world through problem-solving and building. On my channel, you'll find videos to help you learn how to code, break into tech, and navigate our rapidly evolving digital world. My goal is to teach you these skills and bring you along for the ride.
๐ Get my FREE 7 Days of Development Ebook: techstackplaybook.com/signup
๐ Say hi on the 'gram: instagram.com/brianhhough