Niko1221/Strata

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Provider	Choices
ISTA-DASLab · recommended	Q2_0, IQ2_XS, IQ3_XXS, IQ3_S. Coder: IQ1_M for coding.
Unsloth	UD-IQ4_XS, UD-Q4_K_XL, UD-Q5_K_XL, UD-Q6_K_XL, Q8_0
Gyro · agentionai	Gyro-S, Gyro-M. Lower memory use but slower.
Other options	Swift 1.5, NVFP4, OrcaRouter

Hardware	Output	Prompt
RTX 5070 12 GB, 64 GB RAM	4 to 6 tokens/s	about 110 tokens/s (4K)
RTX 3060 12 GB, 46 GB RAM	9 to 11 tokens/s	about 155 tokens/s (4K)
1x Radeon AI PRO R9700, 251 GB RAM	21 to 25 tokens/s	320 to 360 tokens/s (8K)
4x Radeon AI PRO R9700	74 to 77 tokens/s	400 to 450 tokens/s (8K)
Ryzen AI Max+ 395 (Strix Halo), 128 GB unified	19 to 21 tokens/s (code), 11 (chat)	87 tokens/s (4K), 125 tokens/s (8K)

Models