Hey PH! I'm Oscar, co-founder of Mystic AI, and I want to share why Turbo Registry is a game changer.
Since 2020, we've been in the serverless GPU space, and one persistent challenge has been cold-starts. When you're running custom ML models—like LLMs, image-gen, or video-gen—you need varying numbers of GPUs based on traffic. The issue? When demand spikes, you need more GPUs fast, but cold-starts can slow you down. This process involves three stages: getting GPU access from the cloud provider, loading the necessary code (usually a Docker image), and finally loading the model into GPU memory.
The most time-consuming part is often the second stage: loading Docker images. Depending on the size of the image, this can take several minutes. That's where Mystic Turbo Registry shines, reducing this time by up to 15x.
Check out these benchmarks:
5GB Docker images load in 10.23 seconds (down from 82.21 seconds with a standard Docker Registry).
10GB Docker images load in 14.75 seconds (down from 147 seconds).
20GB Docker images load in 23.72 seconds (down from 270.47 seconds).
We've achieved this with a Rust-based Docker registry and a custom containerd adapter that optimizes image loading.
Sounds impressive, right? Accessing this Docker Registry is simple—it's already available to our serverless API users. Just sign up with Mystic, choose the tier that fits your workload, and enjoy up to 15x faster cold-starts today!
To celebrate, we're offering 50% off your first month's payment.
About Mystic Turbo Registry on Product Hunt
“High-performance AI model loader”
Mystic Turbo Registry launched on Product Hunt on August 9th, 2024 and earned 158 upvotes and 11 comments, placing #14 on the daily leaderboard. Our custom Docker registry and containerd adapter that loads ML models up to 15x faster - cutting down cold start times by up to 90%.
On the analytics side, Mystic Turbo Registry competes within Developer Tools, Artificial Intelligence and Tech — topics that collectively have 1.6M followers on Product Hunt. The dashboard above tracks how Mystic Turbo Registry performed against the three products that launched closest to it on the same day.
Who hunted Mystic Turbo Registry?
Mystic Turbo Registry was hunted by Anirudh Raghuram. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
Anirudh Raghuram