From my own test.
It's not faster than the unsloth model.
Disclarer: I'm unsing Vulkan on an AMD GC.
Disclarer: I'm unsing Vulkan on an AMD GC.
I assume the limit for me is memory bandwith, as the 7900 XTX has the same bandwith as the 3090 from what I can gather and I already reached ~60 t/s with Unsloth. Those would fit with the numbers Byteshape has for their cards.
4090 and 5090 have much higher bandwith apparently, so on those cards you can probably get much more out of the kinds of performance improvements they are doing.
The 5090 destroys both at 1792GB/s.
It's not really one thing with the nvidia cards best I can tell it's that they compounded incremental gains from software drivers, card kernels and optimization from been the primary choice (plus first mover advantage).
I didn't buy the XTX for AI purely gaming but it's a capable enough local card for running Qwen et al.
Vulkan and ROCm paths are missing a few optimized versions of the quants they're using.
Yes... I'm not english native. And definitively not an AI.
Yes, I'm not a native English speaker, and I'm definitely not an AI. ;)
I can't say the same thing because I just don't notice typos (mine or others).j I just assume my English is bad.
Isn't the definition of "being human" is "not to be perfect"? In French, it kinda is. We say "He/she humain after all" to mean that someone made a mistake.