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SlavikCA | 1 year ago

I tried that Unsloth R1 quantization on my dual Xeon Gold 5218 with 384 GB DDR4-2666 (about half of memory channels used, so not most optimal).

Type IQ2_XXS / 183GB, 16k context:

CPU only: 3 t/s (tokens per second) for PP (prompt processing) and 1.44 t/s for response.

CPU + NVIDIA RTX 70GB VRAM: 4.74 t/s for PP and 1.87 t/s for response.

I wish Unsloth produce similar quantization for DeepSeek V3, - it will be more useful, as it doesn't need reasoning tokens, so even with same t/s it will faster overall.

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