Tino Tereshko 🇺🇦’s Post

We released GPUStack 0.1.1 this week. In this update, we not only fixed some issues but also added three major new features, as outlined below. Most importantly, we encourage you to download GPUStack, install it in your environment, and manage your GPUs to run selected LLMs for your AI innovations. 🎉 New Features • 🤖 Added support for Embedding models / API and Completions API. • 📦 Introduced support for Docker run and Docker Compose (Ubuntu + NVIDIA GPUs). • 🚤 Installation now supports specifying a PyPI mirror for faster package downloads. • ⬆️ Upgrade support added.

How to set up a swap file correctly The swap file is used to increase the size of RAM. If there is a shortage, the operating system first calls on the swap file on the hard disk to compensate for the missing space. This helps avoid untimely filling of the RAM and avoids all the associated problems. - Open the Start menu, type "System Presentation and Performance Tuning" into the search box, and launch the application. - Go to the "Advanced" tab → "Virtual Memory" and click "Change". - Uncheck the box next to "Automatically select swap file size". - Highlight the system drive from the list and then click "Specify size". - On the "Original size" line, enter the minimum swap file size (at least 400 MB), and on the "Maximum size" line, enter the amount you want the system to deduct. - Click "Set" and then "OK".

Discover how your OS manages print commands! 🚀 My latest read breaks down the journey of data from applications to standard output (stdout) – whether it's your console, files, or printers. Learn about stream redirection, buffering, and the inner workings of system calls that make it all possible. 💻 #TechInsights #OperatingSystems #SoftwareEngineering

We're wrapping up September with style! 🧣 📐 chalk.functions now offers a cosine­_similarity function, which is handy for comparing vector embeddings. (example linked in the changelog). 📈 Offline query runs in the dashboard now show metadata and CPU/memory utilization metrics. 📥 We have a new offline query configuration option for recomputing features only when they are not already available in the offline store. This option is useful for workloads with computationally expensive features that cannot easily be recomputed. Please reach out if you’d like to try this feature. Comment to the full changelog in comments ⬇️

Introducing balenaOS 6! The new version brings major improvements, including zstandard compression for better storage efficiency. Upgrade now and take advantage of faster, lighter deployments. Learn more here 👇 👇 👇 https://buff.ly/4cPUCI5

In this System Design Tutorial we go over big terms you MUST know including: Reliability, Scalability, Redundancy and more! https://lnkd.in/g4nznuWY

EaseUS Partition Master 18.8.0 Crack As Partition Magic alternative, EASEUS Partition Master Home Edition is a COMPLIMENTARY ALL-IN-ONE.

What are memory limits and why are they important? A memory limit is a cap on how much RAM a pod is allowed to consume over its lifetime. When you deploy a pod without memory limits, it can consume as much RAM as it wants like any other process. If it continually uses more and more RAM without freeing any (known as a memory leak), eventually the host it's running on will run out of RAM. At that point, a kernel process called the OOM (out of memory) killer jumps in and terminates the process before the entire system becomes unstable. While the OOMKiller should be able to find and stop the appropriate pod, it's not always guaranteed to be successful. If it doesn't free enough memory, the entire system could lock up, or it could kill unrelated processes to try and free up enough memory. It's much less predictable than simply declaring that a pod shouldn't be allowed to use more than X GB of RAM. Setting a limit and a request creates a range of memory that the pod could consume, making it easier for both you and Kubernetes to determine how much memory the pod will use on deployment. Learn more in our blog post dedicated to detecting and preventing memory leaks: https://ow.ly/3krR50Qzg3G

I've started a blog 💭 Recently, at work, I learned how to scan a CD/DVD into our systems- and I made a comprehensive and extensive blog post to share a tutorial on how. Check it out now!💽 https://lnkd.in/gbPtvUG5