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- Open-Source AI Tools for Skyrocketing Efficiency, Productivity and Adaptability ⚡️
Open-Source AI Tools for Skyrocketing Efficiency, Productivity and Adaptability ⚡️
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In Today’s Caveminds Journey…
⚡️ Open Source Renaissance? This is how you cut costs, grow faster, build better
👁️🗨️ How to cut 30% + of time and expenses in video editing with Track Anything
🐶 Expand the boundaries of content creation for your business with Bark
🛟 Decide what information you want your AI to share with NeMo Guardrails
🤩 Save HOURS$$ by using our amazing AI tools curation of this week
Read Time: 10 minutes / AI Rabbit Hole Deep Dive: Unlimited Time / Execution Time: 30 mins
Recently we’ve been hearing a lot about voiced open-source development, and it’s starting to feel like we’re in the middle of a new open-source renaissance.
In a short burst of time, Meta released SAM and DINOv2, Stability AI released StableLM, Together just did its thing with RedPajama, and so many other releases that it would be impossible to compress them all in this issue.
A week in AI feels like a decade in any other industry. And after all, what’s the point of vomiting out an infinite list of news and updates?
We’re bringing the 🔥 to these Future Friday and Deep Dive editions, so that you get the menu that will have a real impact on your business.
So, let’s begin! And call Mufasa cause you know it’s Friday-daaay🎶
TOP AI NEWS AND WHAT THIS MEANS FOR YOUR BUSINESS
So, touching on our main topic of today here, are we living an open-source renaissance?
A time when collaboration and transparency are chiseled into the very foundation of our technological advancements?
As we gather around the virtual fire, I want to share my thoughts on the fascinating world of open-source models and how they can impact our businesses.
So let’s cut to the chase and start with this question:
How does your business stand with respect to open-source models?
It shouldn't come as a surprise that open source is the go-to when utilizing generative models, even among businesses and their proprietary offerings…
According to the Zeitgeist, most companies do not have the resources or mandate to create their own generative models, so they rely on third parties.
As of today, a staggering 41% of companies work with open-source models. And 72% of companies are looking to increase their investment in AI each year for the next three years.
– Cool story bro, now tell me why should I care about these numbers.
If you want to really be part of the AI dance, it's better to start considering what kind of tech stack you’ll be developing for your team and your clients.
Open-source models provide a strong set of advantages, starting with more control and cheaper development costs.
– Okay, keep going, I hear you…
Even more, at the speed at which open source is gaining traction, there's a good chance that you'll find the solution you need or even make a significant breakthrough by leveraging existing resources out there.
As Matt Welsh, CEO and co-founder of fixie.ai said for The Cognitive Revolution Podcast:
“My expectation is that we’re going to see an onslaught of these that give us that freedom to go and deploy our own models, and not have to rely on third party providers.”
Companies looking to build their own generative models benefit from greater control but incur greater costs from data collection, compute, and hiring machine learning experts to train and deploy them.
They also require more in-house expertise to deploy and fine-tune. 🥵
If you’re reading Caveminds.com, you're probably always looking for ways to stand out in a crowded market.
—So what else you can get from it?
⭐️ By contributing to open-source projects or using open-source components in your product, you not only build a loyal customer base but also open doors to valuable partnerships and collaborations in the open-source ecosystem.
So let’s have a look at some of the most impressive open-source projects that came up just in the last few days, and why you should implement them in your business.
👁️🗨️ Track Anything
Oh boy, I just came across this mind-blowing tech called "track anything," and let me tell you, you’ll feel like “Steph Curry with the shot, chef, curry with the pot, boy." 🔥🏀
This bad boy can segment out individual characters or objects in videos, making editing a breeze.
You can effortlessly remove unwanted objects from your marketing videos, or maybe even magically replace your grumpy employees with smiling ones (kidding, or am I?). Just imagine the possibilities for you business owners out there!
So here's the deal: with this "track anything" tool, your design team could save a whopping 50% of time on segmenting and removing objects, and 40% on video inpainting.
Plus, you'll get a sweet 10% time-saving bonus by integrating it into your workflow. And let's not forget about the moolah you'll save – we're talking potentially about a 30% reduction in outsourcing expenses!
So, in a nutshell, this tool is your team's ticket to skyrocketing efficiency, productivity, and a healthier bottom line.
So, do me a favor, and let’s honor the purpose of this newsletter.
Go and apply this with your team right away! You won't believe the impact it could have on your business.
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