can you upload a smaller sized quant like q4_k_xl or q5_k_xl? or i matrix

#2
by ahmedsevenup - opened

can you upload a smaller sized quant like q4_k_xl or q5_k_xl? or i matrix

You can quantize from the larger models yourself using llama.cpp's llama-quantize (it's very fast and painless): https://github.com/ggml-org/llama.cpp/blob/master/tools/quantize/README.md

I have tried and the IQ4_NL quant of this model produces even better speedup than the Q8_0, but likely because many of my own main models are IQ4_NL quants. It is less than 1GB in size and is a very attractive option for people with 24GB VRAM and want to keep context at Q8 (which dramatically improves speed as well). I am able to get close to 100t/s with spec-draft-n-max 5 on mixed agentic prompts using the ColdFusion finetune on my 3090 while still keeping 100K+ context at Q8_0.

I appreciate your explanation, i did try but unfortunately i couldnt get it to work it 😒
By any chance, could you share your quantized version ? thanks a million in advance

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