NeuroSenko/Qwen3-Coder-Next-exl3

Quantization was performed using exllama3 v0.0.20.

Quant	Size (GB)	KL-div (quant, orig)	KL-div (orig, quant)	Perplexity	Top-K K=1	Top-K K=2	Top-K K=3	Top-K K=4	Top-K K=5
2.0bpw	20	0.52142615	0.52278535	23.73415073	0.6961	0.3484	0.1402	0.0498	0.0167
3.0bpw	29	0.24568403	0.24622221	20.58547252	0.7866	0.4894	0.2579	0.1190	0.0513
4.0bpw	38	0.15672405	0.15667850	19.63543922	0.8338	0.5783	0.3511	0.1923	0.0990
5.0bpw	47	0.12297954	0.12280908	19.81022066	0.8562	0.6287	0.4088	0.2463	0.1388
6.0bpw	57	0.10448053	0.10464503	19.88056610	0.8707	0.6590	0.4502	0.2848	0.1704
7.0bpw	66	0.10106506	0.10081614	19.61846442	0.8730	0.6666	0.4614	0.2983	0.1821
8.0bpw	75	0.13291914	0.13419860	19.85572412	0.8631	0.6503	0.4468	0.2885	0.1771
original	148	-	-	19.78538866	-	-	-	-	-