1,083 karma · joined July 16, 2020
For any young programmers: live within your means, invest the difference, become independent, and work on what you enjoy. It’s the best (work related) gift you can give yourself. Skip the self promotion politics unless you enjoy it.
Believe it or not, there are paradigm shifts in technology every now and then. Not everything is 3D television.
It’s too bad they aren’t a fan of dollar cost averaging into broad index funds, I think their older self would thank them.
We aren’t trying to mindlessly consume the same VRAM as last year and hope costs magically drop. We are noticing that we can get last year’s mid-level performance on this year’s low-end model, leading to cost savings at that perf level. The same thing happens next year, leading to a drop in cost at any given perf level over time.
> For training. Not for inference. GPU prices remained about the same, give or take.
See:
https://epoch.ai/blog/trends-in-gpu-price-performance
We don’t care about the absolute price, is the cost per flop or cost per GB decreasing over time with each new GPU?
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If it isn’t clear why inference costs at any given performance level will drop given the points above, unfortunately I can’t help you further.
You aren’t trying to run an old 2023 model as is, you’re trying to match its capabilities. The old models just show what capabilities are possible.
https://a16z.com/llmflation-llm-inference-cost/
Look at the log scale slope, especially the orange MMLU > 83 data points.
https://portfolioslab.com/tools/stock-comparison/FZROX/SPY
Unless you have a very good reason, just go for the cheapest.
Any product reviews will be SEO garbage (blogspam too 10 lists). Anything travel will be a page full of ads before organic results, if any. You just know to not even bother so you’re left with the queries that still work.
For everyone reading this, pursuing FIRE will impact your life more than any other book. Set the ball in motion and wait. Soon you’ll have time to enjoy all these other great books.
Why are you at a desk? Because you have to work 8 hours.
Why? Because your job requires it.
Why do you have that job? Because you need income to live.
Is a job the only way to have income to live? (See: FI).
Ultimately the root cause is not being in control of your time. It takes time, but once solved the downstream problems solve themselves. You can work (exert effort on goals you care about) in a way that prioritizes your health.
“This new search engine sucks it can’t find anything”.
“Share what you searched for”
“No”
The DJIA is a price-weighted index and doesn’t track dividends, yet is somehow supposed to reflect investor sentiment.
Your software development methodology is your own. Why does someone else’s use of a tool deprive you of doing things the way you want?
Chess has become even more popular despite computers that can “rob us” of the joy. They’re even better practice partners.
It reminds me of how blackberry users insisted physical keyboards were necessary and smartphone touchscreen users were deluded.