Nicolay Gerold

SkyPilot is a framework for running LLMs, AI, and batch jobs on any cloud, offering maximum cost savings, highest GPU availability, and managed execution.

SkyPilot abstracts away cloud infra burdens :

• Launch jobs & clusters on any cloud


• Easy scale-out: queue and run many jobs, automatically managed


• Easy access to object stores (S3, GCS, R2)

SkyPilot... See more

For Global State

There are a lot of different state managers in front-end development. Every time you blink a new state management is being open-sourced. But the one that works for me is MobX.

Some people don’t like it because a lot of “magic” happens behind the scenes out of your control. But for me, that is a feature, not a bug. I like to... See more

The context size of the input is too small for when you want to analyse CSV's with 1000's of rows and embedding doesn't really work because it loses context.

Deploying a Generative AI model requires more than a VM with a GPU. It normally includes:

• Container Service : Most often Kubernetes to run LLM Serving solutions like Hugging Face Text Generation Inference or vLLM.


• Compute Resources : GPUs for running models, CPUs for management services


• Networking and DNS : Routing traffic to the appropriate

... See more

Here's a list of those log levels from lowest precedence to highest:

notset (0) - Indicates that ancestor loggers should be consulted for the log level or that all events are logged (default setting)

debug (10) - Detailed information that would be of interest to the developer for diagnostic purposes

info (20) - Information that confirms that your... See more

Once your alertness drop in the afternoon, you can do less cognitive tasks that doesn’t require linear or learning work (like answering emails). In the afternoon, when your alertness is as down as it gets, try NSDR instead of coffee. Then repeat depending on your alertness, use your few intervals of 90 min focus wisely. Here you are often clear,... See more

Motor movements are the most straight forward way to access plasticity either for sale of the movement or for accessing plasticity for another task. 7-30 minutes of making errors with full focus is a significant stimulus to inspire plasticity. These happen within the 90 minute altradian cycle.

Inspiration

Watch the explainer video

Open your ~/Downloads directory. Or your Desktop. It's probably a mess...

There are only two hard things in Computer Science: cache invalidation and naming things .

What it does

LlamaFS is a self-organizing file manager. It automatically renames and organizes your files based on their contents and well-known... See more