https://www.amazon.se/-/en/NVIDIA-Tesla-V100-16GB-Express/dp/B076P84525 price in my country: 81000SEK or 7758,17 USD

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My current setup:
NVIDIA GeForce RTX 4050 Laptop GPU
cuda cores: 2560
memory data rate 16.00 Gbps

My laptop GPU works fine for most ML and DL tasks. I am currently finetuning a GPT-2 model with some data that I scraped. And it worked surprisingly well on my current setup. So it’s not like I am complaining.

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I do however own a stationary PC with some old GTX 980 GPU. And was thinking of replacing that with the V100.

So my question to this community is: For those of you who have bought your own super-duper-GPU. Was it worth it. And what was your experience and realizations when you started tinkering with it?

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Note: Please refrain giving me snarky comments about using Cloud GPU’s. I am not interested in that (And I am in fact already using one for another ML task that doesn’t involve finetuning) . I am interested to hear about the some hardware hobbyists opinion on this matter.

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