I mentioned my spec above, and I added a 2tb m2, noctua upgrade and a couple expansion modules for the front. I preordered it around 6 months back so before any of the craziness. It was around $3600 CAD
Edit: also thank you. I have been busy making workflows and haven't looked at the models in a bit. I'll check out mistral
The efficiency improvements in some open models are becoming crazy, like hundreds of times from a year ago. I have a setup such as yours on my framework which can handle a 120b param model fully loaded. It's capable of the RAG setup you are already envisioning.
It could even be related to breathing. In karate exhalation breath work is important as part of a strike or kick for a number of reasons including maximizing force.
I remember one time in the early 90s we fried my friends dad's ram in a proprietary IBM by mixing with another computer. Nowadays I understand it was likely a voltage mismatch. It cost him thousands. He was Scottish and I have never seen a man turn so red in my life.
That's right, but instead of the word derived we use "issued"
Correct certs get old by design, they can also be revoked. As another commenter mentioned the biggest pain is actually in the redistribution of these end certificates. In enterprise this is all managed usually with the same software they use for deployment or have auto enrollment configured.
You should find tons of guides just take it slow to understand it all. Understanding certificates in depth is a rare and good skill to have. Most sysadmins I come across are scared to death of certificates.
No, you'll likely be fine. A power surge or something maybe but they don't have write cycles like SSD