4 ms·
GPT3 is ~175B parameters. At float16 precision, that's 350GB of weights. BLOOM-176B is about the same size. Here's one person's experience; a token is ~0.75 wor
by localhost 4y ago
GPT3 is ~175B parameters. At float16 precision, that's 350GB of weights. BLOOM-176B is about the same size. Here's one person's experience; a token is ~0.75 words.
"The Python code in this tutorial generates one token every 3 minutes on a computer with an i5 11gen processor, 16GB of RAM, and a Samsung 980 PRO NVME..."
[1] https://towardsdatascience.com/run-bloom-the-largest-open-access-ai-model-on-your-desktop-computer-f48e1e2a9a32 https://towardsdatascience.com/run-bloom-the-largest-open-ac...
- Waterluvian 4y agoGoodness... And to think my brain was free!
- tstrimple 4y agoI wonder if your parents would agree with this statement.
- Waterluvian 4y agoI just asked. My dad said, “more or less. But your older brothers were very expensive.”