diff --git a/aiter/configs/model_configs/glm47_bf16_tuned_gemm.csv b/aiter/configs/model_configs/glm47_bf16_tuned_gemm.csv
new file mode 100644
index 0000000000..28851d5c2d
--- /dev/null
+++ b/aiter/configs/model_configs/glm47_bf16_tuned_gemm.csv
@@ -0,0 +1,1322 @@
+gfx,cu_num,M,N,K,bias,dtype,outdtype,scaleAB,bpreshuffle,libtype,solidx,splitK,us,kernelName,err_ratio,tflops,bw
+gfx950,256,8,16,2048,False,torch.bfloat16,torch.bfloat16,False,False,skinny,2,0,3.8786,sol2,0.0,0.14,25.41
+gfx950,256,136,16,2048,False,torch.bfloat16,torch.bfloat16,False,False,hipblaslt,440158,0,5.4349,Cijk_Alik_Bljk_BBS_BH_Bias_HA_S_SAV_UserArgs_MT16x16x512_MI16x16x1_SN_LDSB0_AFC0_AFEM1_AFEM1_ASEM1_CLR1_CADS0_DTLA1_DTLB1_DTVA0_DTVB0_EPS0_FDSI0_GRPM1_GRVWA8_GRVWB8_GSU0_GSUAMB_GLS0_ISA950_IU1_K1_LDSTI0_LBSPPA1024_LBSPPB1024_LBSPPM0_LPA16_LPB16_LPM0_LRVW8_LWPMn1_MIAV0_MIWT1_1_MO40_NTn1_NTA0_NTB6_NTC3_NTD5_NTM0_NEPBS10_NLCA1_NLCB1_ONLL1_PGR2_PLR1_PKA1_SIA3_SS1_SPO0_SRVW0_SSO1_SVW1_SK3_SKFTR0_SKXCCM0_TLDS2_ULSGRO0_USL1_UIOFGRO0_USFGRO1_VSn1_VWA1_VWB1_WSGRA0_WSGRB0_WS64_WG16_4_4,0.0,1.64,115.36
+gfx950,256,144,16,2048,False,torch.bfloat16,torch.bfloat16,False,False,hipblaslt,441163,0,5.5419,Cijk_Alik_Bljk_BBS_BH_Bias_HA_S_SAV_UserArgs_MT16x16x512_MI16x16x1_SN_LDSB0_AFC0_AFEM1_AFEM1_ASEM1_CLR1_CADS0_DTLA1_DTLB1_DTVA0_DTVB0_EPS0_FDSI0_GRPM1_GRVWA8_GRVWB8_GSU0_GSUAMB_GLS0_ISA950_IU1_K1_LDSTI0_LBSPPA1024_LBSPPB1024_LBSPPM0_LPA16_LPB16_LPM0_LRVW8_LWPMn1_MIAV0_MIWT1_1_MO40_NTn1_NTA0_NTB4_NTC2_NTD1_NTM0_NEPBS0_NLCA1_NLCB1_ONLL1_PGR2_PLR1_PKA1_SIA3_SS0_SPO1_SRVW0_SSO0_SVW1_SK3_SKFTR0_SKXCCM0_TLDS2_ULSGRO0_USL1_UIOFGRO0_USFGRO1_VSn1_VWA1_VWB1_WSGRA0_WSGRB0_WS64_WG16_4_4,0.0,1.7,119.09
+gfx950,256,152,16,2048,False,torch.bfloat16,torch.bfloat16,False,False,hipblaslt,440159,0,5.4154,Cijk_Alik_Bljk_BBS_BH_Bias_HA_S_SAV_UserArgs_MT16x16x512_MI16x16x1_SN_LDSB0_AFC0_AFEM1_AFEM1_ASEM1_CLR1_CADS0_DTLA1_DTLB1_DTVA0_DTVB0_EPS0_FDSI0_GRPM1_GRVWA8_GRVWB8_GSU0_GSUAMB_GLS0_ISA950_IU1_K1_LDSTI0_LBSPPA1024_LBSPPB1024_LBSPPM0_LPA16_LPB16_LPM0_LRVW8_LWPMn1_MIAV0_MIWT1_1_MO40_NTn1_NTA2_NTB7_NTC3_NTD1_NTM0_NEPBS14_NLCA1_NLCB1_ONLL1_PGR2_PLR1_PKA1_SIA3_SS1_SPO1_SRVW0_SSO0_SVW1_SK3_SKFTR0_SKXCCM8_TLDS1_ULSGRO0_USL1_UIOFGRO0_USFGROn1_VSn1_VWA1_VWB1_WSGRA0_WSGRB0_WS64_WG16_4_4,0.0,1.84,127.97
+gfx950,256,160,16,2048,False,torch.bfloat16,torch.bfloat16,False,False,hipblaslt,440159,0,5.4627,Cijk_Alik_Bljk_BBS_BH_Bias_HA_S_SAV_UserArgs_MT16x16x512_MI16x16x1_SN_LDSB0_AFC0_AFEM1_AFEM1_ASEM1_CLR1_CADS0_DTLA1_DTLB1_DTVA0_DTVB0_EPS0_FDSI0_GRPM1_GRVWA8_GRVWB8_GSU0_GSUAMB_GLS0_ISA950_IU1_K1_LDSTI0_LBSPPA1024_LBSPPB1024_LBSPPM0_LPA16_LPB16_LPM0_LRVW8_LWPMn1_MIAV0_MIWT1_1_MO40_NTn1_NTA2_NTB7_NTC3_NTD1_NTM0_NEPBS14_NLCA1_NLCB1_ONLL1_PGR2_PLR1_PKA1_SIA3_SS1_SPO1_SRVW0_SSO0_SVW1_SK3_SKFTR0_SKXCCM8_TLDS1_ULSGRO0_USL1_UIOFGRO0_USFGROn1_VSn1_VWA1_VWB1_WSGRA0_WSGRB0_WS64_WG16_4_4,0.0,1.92,132.9
+gfx950,256,168,16,2048,False,torch.bfloat16,torch.bfloat16,False,False,hipblaslt,441163,0,5.6456,Cijk_Alik_Bljk_BBS_BH_Bias_HA_S_SAV_UserArgs_MT16x16x512_MI16x16x1_SN_LDSB0_AFC0_AFEM1_AFEM1_ASEM1_CLR1_CADS0_DTLA1_DTLB1_DTVA0_DTVB0_EPS0_FDSI0_GRPM1_GRVWA8_GRVWB8_GSU0_GSUAMB_GLS0_ISA950_IU1_K1_LDSTI0_LBSPPA1024_LBSPPB1024_LBSPPM0_LPA16_LPB16_LPM0_LRVW8_LWPMn1_MIAV0_MIWT1_1_MO40_NTn1_NTA0_NTB4_NTC2_NTD1_NTM0_NEPBS0_NLCA1_NLCB1_ONLL1_PGR2_PLR1_PKA1_SIA3_SS0_SPO1_SRVW0_SSO0_SVW1_SK3_SKFTR0_SKXCCM0_TLDS2_ULSGRO0_USL1_UIOFGRO0_USFGRO1_VSn1_VWA1_VWB1_WSGRA0_WSGRB0_WS64_WG16_4_4,0.0,1.95,134.45
+gfx950,256,176,16,2048,False,torch.bfloat16,torch.bfloat16,False,False,hipblaslt,440158,0,5.5016,Cijk_Alik_Bljk_BBS_BH_Bias_HA_S_SAV_UserArgs_MT16x16x512_MI16x16x1_SN_LDSB0_AFC0_AFEM1_AFEM1_ASEM1_CLR1_CADS0_DTLA1_DTLB1_DTVA0_DTVB0_EPS0_FDSI0_GRPM1_GRVWA8_GRVWB8_GSU0_GSUAMB_GLS0_ISA950_IU1_K1_LDSTI0_LBSPPA1024_LBSPPB1024_LBSPPM0_LPA16_LPB16_LPM0_LRVW8_LWPMn1_MIAV0_MIWT1_1_MO40_NTn1_NTA0_NTB6_NTC3_NTD5_NTM0_NEPBS10_NLCA1_NLCB1_ONLL1_PGR2_PLR1_PKA1_SIA3_SS1_SPO0_SRVW0_SSO1_SVW1_SK3_SKFTR0_SKXCCM0_TLDS2_ULSGRO0_USL1_UIOFGRO0_USFGRO1_VSn1_VWA1_VWB1_WSGRA0_WSGRB0_WS64_WG16_4_4,0.0,2.1,143.97
+gfx950,256,184,16,2048,False,torch.bfloat16,torch.bfloat16,False,False,hipblaslt,441163,0,5.4706,Cijk_Alik_Bljk_BBS_BH_Bias_HA_S_SAV_UserArgs_MT16x16x512_MI16x16x1_SN_LDSB0_AFC0_AFEM1_AFEM1_ASEM1_CLR1_CADS0_DTLA1_DTLB1_DTVA0_DTVB0_EPS0_FDSI0_GRPM1_GRVWA8_GRVWB8_GSU0_GSUAMB_GLS0_ISA950_IU1_K1_LDSTI0_LBSPPA1024_LBSPPB1024_LBSPPM0_LPA16_LPB16_LPM0_LRVW8_LWPMn1_MIAV0_MIWT1_1_MO40_NTn1_NTA0_NTB4_NTC2_NTD1_NTM0_NEPBS0_NLCA1_NLCB1_ONLL1_PGR2_PLR1_PKA1_SIA3_SS0_SPO1_SRVW0_SSO0_SVW1_SK3_SKFTR0_SKXCCM0_TLDS2_ULSGRO0_USL1_UIOFGRO0_USFGRO1_VSn1_VWA1_VWB1_WSGRA0_WSGRB0_WS64_WG16_4_4,0.0,2.2,150.82
+gfx950,256,192,16,2048,False,torch.bfloat16,torch.bfloat16,False,False,hipblaslt,441163,0,5.5215,Cijk_Alik_Bljk_BBS_BH_Bias_HA_S_SAV_UserArgs_MT16x16x512_MI16x16x1_SN_LDSB0_AFC0_AFEM1_AFEM1_ASEM1_CLR1_CADS0_DTLA1_DTLB1_DTVA0_DTVB0_EPS0_FDSI0_GRPM1_GRVWA8_GRVWB8_GSU0_GSUAMB_GLS0_ISA950_IU1_K1_LDSTI0_LBSPPA1024_LBSPPB1024_LBSPPM0_LPA16_LPB16_LPM0_LRVW8_LWPMn1_MIAV0_MIWT1_1_MO40_NTn1_NTA0_NTB4_NTC2_NTD1_NTM0_NEPBS0_NLCA1_NLCB1_ONLL1_PGR2_PLR1_PKA1_SIA3_SS0_SPO1_SRVW0_SSO0_SVW1_SK3_SKFTR0_SKXCCM0_TLDS2_ULSGRO0_USL1_UIOFGRO0_USFGRO1_VSn1_VWA1_VWB1_WSGRA0_WSGRB0_WS64_WG16_4_4,0.0,2.28,155.41
+gfx950,256,200,16,2048,False,torch.bfloat16,torch.bfloat16,False,False,hipblaslt,440158,0,5.5557,Cijk_Alik_Bljk_BBS_BH_Bias_HA_S_SAV_UserArgs_MT16x16x512_MI16x16x1_SN_LDSB0_AFC0_AFEM1_AFEM1_ASEM1_CLR1_CADS0_DTLA1_DTLB1_DTVA0_DTVB0_EPS0_FDSI0_GRPM1_GRVWA8_GRVWB8_GSU0_GSUAMB_GLS0_ISA950_IU1_K1_LDSTI0_LBSPPA1024_LBSPPB1024_LBSPPM0_LPA16_LPB16_LPM0_LRVW8_LWPMn1_MIAV0_MIWT1_1_MO40_NTn1_NTA0_NTB6_NTC3_NTD5_NTM0_NEPBS10_NLCA1_NLCB1_ONLL1_PGR2_PLR1_PKA1_SIA3_SS1_SPO0_SRVW0_SSO1_SVW1_SK3_SKFTR0_SKXCCM0_TLDS2_ULSGRO0_USL1_UIOFGRO0_USFGRO1_VSn1_VWA1_VWB1_WSGRA0_WSGRB0_WS64_WG16_4_4,0.0,2.36,160.4
+gfx950,256,208,16,2048,False,torch.bfloat16,torch.bfloat16,False,False,hipblaslt,441420,0,5.5158,Cijk_Alik_Bljk_BBS_BH_Bias_HA_S_SAV_UserArgs_MT16x16x512_MI16x16x1_SN_LDSB0_AFC0_AFEM1_AFEM1_ASEM1_CLR1_CADS0_DTLA1_DTLB1_DTVA0_DTVB0_EPS0_FDSI0_GRPM1_GRVWA8_GRVWB8_GSU0_GSUAMB_GLS0_ISA950_IU1_K1_LDSTI0_LBSPPA1024_LBSPPB1024_LBSPPM0_LPA16_LPB16_LPM0_LRVW8_LWPMn1_MIAV0_MIWT1_1_MO40_NTn1_NTA0_NTB0_NTC2_NTD1_NTM0_NEPBS0_NLCA1_NLCB1_ONLL1_PGR2_PLR1_PKA1_SIA3_SS0_SPO1_SRVW0_SSO0_SVW1_SK3_SKFTR0_SKXCCM0_TLDS2_ULSGRO0_USL1_UIOFGRO0_USFGRO1_VSn1_VWA1_VWB1_WSGRA0_WSGRB0_WS64_WG16_4_4,0.0,2.47,167.55
+gfx950,256,216,16,2048,False,torch.bfloat16,torch.bfloat16,False,False,hipblaslt,440159,0,5.5341,Cijk_Alik_Bljk_BBS_BH_Bias_HA_S_SAV_UserArgs_MT16x16x512_MI16x16x1_SN_LDSB0_AFC0_AFEM1_AFEM1_ASEM1_CLR1_CADS0_DTLA1_DTLB1_DTVA0_DTVB0_EPS0_FDSI0_GRPM1_GRVWA8_GRVWB8_GSU0_GSUAMB_GLS0_ISA950_IU1_K1_LDSTI0_LBSPPA1024_LBSPPB1024_LBSPPM0_LPA16_LPB16_LPM0_LRVW8_LWPMn1_MIAV0_MIWT1_1_MO40_NTn1_NTA2_NTB7_NTC3_NTD1_NTM0_NEPBS14_NLCA1_NLCB1_ONLL1_PGR2_PLR1_PKA1_SIA3_SS1_SPO1_SRVW0_SSO0_SVW1_SK3_SKFTR0_SKXCCM8_TLDS1_ULSGRO0_USL1_UIOFGRO0_USFGROn1_VSn1_VWA1_VWB1_WSGRA0_WSGRB0_WS64_WG16_4_4,0.0,2.56,172.96
+gfx950,256,224,16,2048,False,torch.bfloat16,torch.bfloat16,False,False,hipblaslt,440159,0,5.9741,Cijk_Alik_Bljk_BBS_BH_Bias_HA_S_SAV_UserArgs_MT16x16x512_MI16x16x1_SN_LDSB0_AFC0_AFEM1_AFEM1_ASEM1_CLR1_CADS0_DTLA1_DTLB1_DTVA0_DTVB0_EPS0_FDSI0_GRPM1_GRVWA8_GRVWB8_GSU0_GSUAMB_GLS0_ISA950_IU1_K1_LDSTI0_LBSPPA1024_LBSPPB1024_LBSPPM0_LPA16_LPB16_LPM0_LRVW8_LWPMn1_MIAV0_MIWT1_1_MO40_NTn1_NTA2_NTB7_NTC3_NTD1_NTM0_NEPBS14_NLCA1_NLCB1_ONLL1_PGR2_PLR1_PKA1_SIA3_SS1_SPO1_SRVW0_SSO0_SVW1_SK3_SKFTR0_SKXCCM8_TLDS1_ULSGRO0_USL1_UIOFGRO0_USFGROn1_VSn1_VWA1_VWB1_WSGRA0_WSGRB0_WS64_WG16_4_4,0.0,2.46,165.75
+gfx950,256,232,16,2048,False,torch.bfloat16,torch.bfloat16,False,False,hipblaslt,440158,0,5.4382,Cijk_Alik_Bljk_BBS_BH_Bias_HA_S_SAV_UserArgs_MT16x16x512_MI16x16x1_SN_LDSB0_AFC0_AFEM1_AFEM1_ASEM1_CLR1_CADS0_DTLA1_DTLB1_DTVA0_DTVB0_EPS0_FDSI0_GRPM1_GRVWA8_GRVWB8_GSU0_GSUAMB_GLS0_ISA950_IU1_K1_LDSTI0_LBSPPA1024_LBSPPB1024_LBSPPM0_LPA16_LPB16_LPM0_LRVW8_LWPMn1_MIAV0_MIWT1_1_MO40_NTn1_NTA0_NTB6_NTC3_NTD5_NTM0_NEPBS10_NLCA1_NLCB1_ONLL1_PGR2_PLR1_PKA1_SIA3_SS1_SPO0_SRVW0_SSO1_SVW1_SK3_SKFTR0_SKXCCM0_TLDS2_ULSGRO0_USL1_UIOFGRO0_USFGRO1_VSn1_VWA1_VWB1_WSGRA0_WSGRB0_WS64_WG16_4_4,0.0,2.8,188.16
+gfx950,256,240,16,2048,False,torch.bfloat16,torch.bfloat16,False,False,hipblaslt,441420,0,5.6015,Cijk_Alik_Bljk_BBS_BH_Bias_HA_S_SAV_UserArgs_MT16x16x512_MI16x16x1_SN_LDSB0_AFC0_AFEM1_AFEM1_ASEM1_CLR1_CADS0_DTLA1_DTLB1_DTVA0_DTVB0_EPS0_FDSI0_GRPM1_GRVWA8_GRVWB8_GSU0_GSUAMB_GLS0_ISA950_IU1_K1_LDSTI0_LBSPPA1024_LBSPPB1024_LBSPPM0_LPA16_LPB16_LPM0_LRVW8_LWPMn1_MIAV0_MIWT1_1_MO40_NTn1_NTA0_NTB0_NTC2_NTD1_NTM0_NEPBS0_NLCA1_NLCB1_ONLL1_PGR2_PLR1_PKA1_SIA3_SS0_SPO1_SRVW0_SSO0_SVW1_SK3_SKFTR0_SKXCCM0_TLDS2_ULSGRO0_USL1_UIOFGRO0_USFGRO1_VSn1_VWA1_VWB1_WSGRA0_WSGRB0_WS64_WG16_4_4,0.0,2.81,188.57
+gfx950,256,248,16,2048,False,torch.bfloat16,torch.bfloat16,False,False,hipblaslt,441420,0,5.6171,Cijk_Alik_Bljk_BBS_BH_Bias_HA_S_SAV_UserArgs_MT16x16x512_MI16x16x1_SN_LDSB0_AFC0_AFEM1_AFEM1_ASEM1_CLR1_CADS0_DTLA1_DTLB1_DTVA0_DTVB0_EPS0_FDSI0_GRPM1_GRVWA8_GRVWB8_GSU0_GSUAMB_GLS0_ISA950_IU1_K1_LDSTI0_LBSPPA1024_LBSPPB1024_LBSPPM0_LPA16_LPB16_LPM0_LRVW8_LWPMn1_MIAV0_MIWT1_1_MO40_NTn1_NTA0_NTB0_NTC2_NTD1_NTM0_NEPBS0_NLCA1_NLCB1_ONLL1_PGR2_PLR1_PKA1_SIA3_SS0_SPO1_SRVW0_SSO0_SVW1_SK3_SKFTR0_SKXCCM0_TLDS2_ULSGRO0_USL1_UIOFGRO0_USFGRO1_VSn1_VWA1_VWB1_WSGRA0_WSGRB0_WS64_WG16_4_4,0.0,2.89,193.92
+gfx950,256,256,16,2048,False,torch.bfloat16,torch.bfloat16,False,False,hipblaslt,440159,0,5.4532,Cijk_Alik_Bljk_BBS_BH_Bias_HA_S_SAV_UserArgs_MT16x16x512_MI16x16x1_SN_LDSB0_AFC0_AFEM1_AFEM1_ASEM1_CLR1_CADS0_DTLA1_DTLB1_DTVA0_DTVB0_EPS0_FDSI0_GRPM1_GRVWA8_GRVWB8_GSU0_GSUAMB_GLS0_ISA950_IU1_K1_LDSTI0_LBSPPA1024_LBSPPB1024_LBSPPM0_LPA16_LPB16_LPM0_LRVW8_LWPMn1_MIAV0_MIWT1_1_MO40_NTn1_NTA2_NTB7_NTC3_NTD1_NTM0_NEPBS14_NLCA1_NLCB1_ONLL1_PGR2_PLR1_PKA1_SIA3_SS1_SPO1_SRVW0_SSO0_SVW1_SK3_SKFTR0_SKXCCM8_TLDS1_ULSGRO0_USL1_UIOFGRO0_USFGROn1_VSn1_VWA1_VWB1_WSGRA0_WSGRB0_WS64_WG16_4_4,0.0,3.08,205.81
+gfx950,256,272,16,2048,False,torch.bfloat16,torch.bfloat16,False,False,hipblaslt,440159,0,5.3395,Cijk_Alik_Bljk_BBS_BH_Bias_HA_S_SAV_UserArgs_MT16x16x512_MI16x16x1_SN_LDSB0_AFC0_AFEM1_AFEM1_ASEM1_CLR1_CADS0_DTLA1_DTLB1_DTVA0_DTVB0_EPS0_FDSI0_GRPM1_GRVWA8_GRVWB8_GSU0_GSUAMB_GLS0_ISA950_IU1_K1_LDSTI0_LBSPPA1024_LBSPPB1024_LBSPPM0_LPA16_LPB16_LPM0_LRVW8_LWPMn1_MIAV0_MIWT1_1_MO40_NTn1_NTA2_NTB7_NTC3_NTD1_NTM0_NEPBS14_NLCA1_NLCB1_ONLL1_PGR2_PLR1_PKA1_SIA3_SS1_SPO1_SRVW0_SSO0_SVW1_SK3_SKFTR0_SKXCCM8_TLDS1_ULSGRO0_USL1_UIOFGRO0_USFGROn1_VSn1_VWA1_VWB1_WSGRA0_WSGRB0_WS64_WG16_4_4,0.0,3.34,222.56
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diff --git a/aiter/configs/model_configs/glm47_bf16_untuned_gemm.csv b/aiter/configs/model_configs/glm47_bf16_untuned_gemm.csv
new file mode 100644
index 0000000000..a413470728
--- /dev/null
+++ b/aiter/configs/model_configs/glm47_bf16_untuned_gemm.csv
@@ -0,0 +1,1322 @@
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