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GeForce RTX 2060 vs GeForce GTX 1060 vs GeForce RTX 3050 vs GeForce RTX 3060 12GB [videocardbenchmark.net] by PassMark Software
[https://www.videocardbenchmark.net/compare/4037vs3548vs4495vs4345/GeForce-RTX-2060-vs-GeForce-GTX-1060-vs-GeForce-RTX-3050-vs-GeForce-RTX-3060-12GB] - - public:mzimmerm
GeForce RTX 3060 12GB is generally minimum recommended for AI inference and some training
(1) Interesting cheap GPU option: Instinct Mi50 : LocalLLaMA
[https://www.reddit.com/r/LocalLLaMA/comments/1b5ie1t/interesting_cheap_gpu_option_instinct_mi50/] - - public:mzimmerm
AMD seems to sell these accelerators, which are like video cards.
Configuring UMA Frame Buffer Size on Desktop Systems with Integrated Graphics | AMD
[https://www.amd.com/en/support/kb/faq/pa-280] - - public:mzimmerm
UMA buffer size is the size of memory used by APU. It is set on the motherboard, often limited to 2GB. But LLM AI could use 16GB or more.
Methods and tools for efficient training on a single GPU
Intel Arc A580 Review: New Budget Contender | Tom's Hardware
[https://www.tomshardware.com/reviews/intel-arc-a580-review-a-new-budget-contender] - - public:mzimmerm
Article comparing cheaper video cards 2023