The value proposition of Cerebras is that they can compile existing graphs to their hardware and allow inference at lower costs and higher efficiencies. The title does not say anything about creating or optimizing new architectures from scratch.
Trains has no other sensible interpretation in the context of LLM models. My impression was that they trained the models to be better than the models trained by GPUs, presumably because they trained faster and managed to train for longer than Meta, but this interpretation was far from the content.
Also interesting to see the ommission of deepinfra from the price table, presumably because it would be cheaper than Cerebras, though I didnt even bother to check at that point because I hate these cheap clickbaity pieces that attempt to enrich some player at the cost of everyone’s time or money.
Good luck with their IPO. We need competition but we dont need confusion.