Kai-3B-Instruct-i1-GGUF/Kai-3B-Instruct-detailed-bench.csv

1	Model	Size_GB	BPW	PPL_Q	KLD_Mean	KLD_Max	Top_P_Match
2	Kai-3B-Instruct-BF16.gguf	5.735	16.02	13.071019	-0.000011	0.000004	100.000%
3	Kai-3B-Instruct-IQ3_M.gguf	1.368	3.82	15.668992	0.229215	6.596559	79.735%
4	Kai-3B-Instruct-IQ3_S.gguf	1.339	3.74	22.508640	0.641822	13.271622	67.115%
5	Kai-3B-Instruct-IQ4_NL.gguf	1.697	4.74	13.689333	0.045861	3.379928	90.177%
6	Kai-3B-Instruct-IQ4_XS.gguf	1.619	4.52	13.636783	0.046371	3.109986	89.944%
7	Kai-3B-Instruct-MXFP4_MOE.gguf	3.051	8.52	13.071337	0.001851	0.099089	97.407%
8	Kai-3B-Instruct-Q2_K.gguf	1.167	3.26	19.239565	0.445062	13.633359	72.289%
9	Kai-3B-Instruct-Q3_K_L.gguf	1.574	4.4	14.266756	0.092459	8.322849	86.395%
10	Kai-3B-Instruct-Q3_K_M.gguf	1.463	4.09	14.354851	0.107656	9.363343	85.335%
11	Kai-3B-Instruct-Q3_K_S.gguf	1.334	3.73	15.492130	0.201516	9.796855	80.455%
12	Kai-3B-Instruct-Q4_0.gguf	1.682	4.7	14.086875	0.078766	7.626556	87.584%
13	Kai-3B-Instruct-Q4_1.gguf	1.845	5.16	13.721412	0.069878	4.738765	88.105%
14	Kai-3B-Instruct-Q4_K_M.gguf	1.784	4.98	13.529246	0.036909	4.488238	91.090%
15	Kai-3B-Instruct-Q4_K_S.gguf	1.693	4.73	13.660392	0.047615	2.440885	89.987%
16	Kai-3B-Instruct-Q5_0.gguf	2.009	5.61	13.430972	0.024144	1.595060	92.381%
17	Kai-3B-Instruct-Q5_1.gguf	2.173	6.07	13.301717	0.022064	1.491981	92.723%
18	Kai-3B-Instruct-Q5_K_M.gguf	2.062	5.76	13.284102	0.015320	1.171668	93.752%
19	Kai-3B-Instruct-Q5_K_S.gguf	2.009	5.61	13.373599	0.020303	2.434403	93.103%
20	Kai-3B-Instruct-Q6_K.gguf	2.357	6.58	13.139961	0.008945	1.172464	95.024%
21	Kai-3B-Instruct-Q8_0.gguf	3.051	8.52	13.071337	0.001851	0.099089	97.407%
22	Kai-3B-Instruct-i1-IQ1_M.gguf	0.776	2.17	58.209109	1.653420	16.925764	49.496%
23	Kai-3B-Instruct-i1-IQ1_S.gguf	0.72	2.01	128.277281	2.531440	21.927551	39.075%
24	Kai-3B-Instruct-i1-IQ2_M.gguf	1.048	2.93	17.573076	0.359494	12.123366	74.706%
25	Kai-3B-Instruct-i1-IQ2_S.gguf	0.974	2.72	19.779741	0.493906	11.262773	71.038%
26	Kai-3B-Instruct-i1-IQ2_XS.gguf	0.946	2.64	21.411029	0.579169	13.967813	68.776%
27	Kai-3B-Instruct-i1-IQ2_XXS.gguf	0.868	2.42	28.578416	0.878993	15.491375	62.348%
28	Kai-3B-Instruct-i1-IQ3_M.gguf	1.368	3.82	13.898071	0.105325	5.612194	85.765%
29	Kai-3B-Instruct-i1-IQ3_S.gguf	1.339	3.74	14.056398	0.113459	9.671529	85.283%
30	Kai-3B-Instruct-i1-IQ3_XS.gguf	1.277	3.57	14.349473	0.142024	7.847116	83.815%
31	Kai-3B-Instruct-i1-IQ3_XXS.gguf	1.181	3.3	15.252164	0.206685	13.769287	80.107%
32	Kai-3B-Instruct-i1-IQ4_NL.gguf	1.686	4.71	13.614878	0.040318	6.215707	90.568%
33	Kai-3B-Instruct-i1-IQ4_XS.gguf	1.605	4.48	13.621778	0.041313	4.147662	90.477%
34	Kai-3B-Instruct-i1-MXFP4_MOE.gguf	3.051	8.52	13.071337	0.001851	0.099089	97.407%
35	Kai-3B-Instruct-i1-Q2_K.gguf	1.167	3.26	18.283702	0.352258	16.202076	75.310%
36	Kai-3B-Instruct-i1-Q2_K_S.gguf	1.096	3.06	20.172636	0.460490	13.532367	72.285%
37	Kai-3B-Instruct-i1-Q3_K_L.gguf	1.574	4.4	14.190292	0.081455	5.245802	87.164%
38	Kai-3B-Instruct-i1-Q3_K_M.gguf	1.463	4.09	14.371849	0.093973	4.376335	86.425%
39	Kai-3B-Instruct-i1-Q3_K_S.gguf	1.334	3.73	15.463698	0.188454	8.970517	81.016%
40	Kai-3B-Instruct-i1-Q4_0.gguf	1.687	4.71	13.691418	0.053883	4.177481	89.222%
41	Kai-3B-Instruct-i1-Q4_1.gguf	1.845	5.16	13.586296	0.038176	2.971467	90.941%
42	Kai-3B-Instruct-i1-Q4_K_M.gguf	1.784	4.98	13.544169	0.033345	4.224728	91.440%
43	Kai-3B-Instruct-i1-Q4_K_S.gguf	1.693	4.73	13.613850	0.038684	2.172965	90.973%
44	Kai-3B-Instruct-i1-Q5_0.gguf	2.014	5.63	13.340498	0.017448	1.049807	93.467%
45	Kai-3B-Instruct-i1-Q5_1.gguf	2.173	6.07	13.262362	0.014588	1.789870	93.939%
46	Kai-3B-Instruct-i1-Q5_K_M.gguf	2.062	5.76	13.278514	0.013944	2.965405	94.039%
47	Kai-3B-Instruct-i1-Q5_K_S.gguf	2.009	5.61	13.253110	0.015325	3.441511	93.683%
48	Kai-3B-Instruct-i1-Q6_K.gguf	2.357	6.58	13.171252	0.008568	1.565256	95.021%
49	Kai-3B-Instruct-i1-Q8_0.gguf	3.051	8.52	13.071337	0.001851	0.099089	97.407%