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2-bit GGUF WikiText-2 per-window measurements
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model,quant,file,repo,bytes,window,cum_ppl,nll_window,runtime,placement,source_log
Qwen3.8-27B,IQ2_XS (DASH-Q),Qwen3.8-27B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.8-27B-DASHQ-Q2-GGUF,8551168768,1,6.7010,1.902257,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,ppl_rc_DASHQ.log
Qwen3.8-27B,IQ2_XS (DASH-Q),Qwen3.8-27B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.8-27B-DASHQ-Q2-GGUF,8551168768,2,7.6624,2.170394,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,ppl_rc_DASHQ.log
Qwen3.8-27B,IQ2_XS (DASH-Q),Qwen3.8-27B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.8-27B-DASHQ-Q2-GGUF,8551168768,3,6.6416,1.607408,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,ppl_rc_DASHQ.log
Qwen3.8-27B,IQ2_XS (DASH-Q),Qwen3.8-27B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.8-27B-DASHQ-Q2-GGUF,8551168768,4,5.8658,1.396497,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,ppl_rc_DASHQ.log
Qwen3.8-27B,IQ2_XS (DASH-Q),Qwen3.8-27B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.8-27B-DASHQ-Q2-GGUF,8551168768,5,6.1096,1.972751,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,ppl_rc_DASHQ.log
Qwen3.8-27B,IQ2_XS (DASH-Q),Qwen3.8-27B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.8-27B-DASHQ-Q2-GGUF,8551168768,6,6.2592,1.955008,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,ppl_rc_DASHQ.log
Qwen3.8-27B,IQ2_XS (DASH-Q),Qwen3.8-27B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.8-27B-DASHQ-Q2-GGUF,8551168768,7,6.4909,2.088494,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,ppl_rc_DASHQ.log
Qwen3.8-27B,IQ2_XS (DASH-Q),Qwen3.8-27B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.8-27B-DASHQ-Q2-GGUF,8551168768,8,6.6393,2.051244,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,ppl_rc_DASHQ.log
Qwen3.8-27B,IQ2_XS (DASH-Q),Qwen3.8-27B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.8-27B-DASHQ-Q2-GGUF,8551168768,9,6.8245,2.140619,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,ppl_rc_DASHQ.log
Qwen3.8-27B,IQ2_XS (DASH-Q),Qwen3.8-27B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.8-27B-DASHQ-Q2-GGUF,8551168768,10,6.7093,1.750275,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,ppl_rc_DASHQ.log
Qwen3.8-27B,IQ2_XS (DASH-Q),Qwen3.8-27B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.8-27B-DASHQ-Q2-GGUF,8551168768,11,6.7899,2.034852,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,ppl_rc_DASHQ.log
Qwen3.8-27B,IQ2_XS (DASH-Q),Qwen3.8-27B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.8-27B-DASHQ-Q2-GGUF,8551168768,12,6.8286,1.983638,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,ppl_rc_DASHQ.log
Qwen3.8-27B,IQ2_XS (DASH-Q),Qwen3.8-27B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.8-27B-DASHQ-Q2-GGUF,8551168768,13,6.9004,2.057096,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,ppl_rc_DASHQ.log
Qwen3.8-27B,IQ2_XS (DASH-Q),Qwen3.8-27B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.8-27B-DASHQ-Q2-GGUF,8551168768,14,7.1182,2.366636,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,ppl_rc_DASHQ.log
Qwen3.8-27B,IQ2_XS (DASH-Q),Qwen3.8-27B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.8-27B-DASHQ-Q2-GGUF,8551168768,15,7.1739,2.079573,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,ppl_rc_DASHQ.log
Qwen3.8-27B,IQ2_XS (DASH-Q),Qwen3.8-27B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.8-27B-DASHQ-Q2-GGUF,8551168768,16,7.0602,1.714832,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,ppl_rc_DASHQ.log
Qwen3.8-27B,IQ2_XS (DASH-Q),Qwen3.8-27B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.8-27B-DASHQ-Q2-GGUF,8551168768,17,6.9708,1.737836,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,ppl_rc_DASHQ.log
Qwen3.8-27B,IQ2_XS (DASH-Q),Qwen3.8-27B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.8-27B-DASHQ-Q2-GGUF,8551168768,18,6.9110,1.786648,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,ppl_rc_DASHQ.log
Qwen3.8-27B,IQ2_XS (DASH-Q),Qwen3.8-27B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.8-27B-DASHQ-Q2-GGUF,8551168768,19,6.7003,1.344836,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,ppl_rc_DASHQ.log
Qwen3.8-27B,IQ2_XS (DASH-Q),Qwen3.8-27B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.8-27B-DASHQ-Q2-GGUF,8551168768,20,6.5431,1.427327,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,ppl_rc_DASHQ.log
Qwen3.8-27B,Pingala-8 v2,Qwen3.8-27B-Pingala8-2bit-0000{1..9}-of-00009.gguf (9 parts),Genrius-AI/Qwen3.8-27B-Pingala8-2bit,8314241600,1,7.1618,1.968761,Pingala-8 runtime (patched llama.cpp),GPU,ppl_r2.log
Qwen3.8-27B,Pingala-8 v2,Qwen3.8-27B-Pingala8-2bit-0000{1..9}-of-00009.gguf (9 parts),Genrius-AI/Qwen3.8-27B-Pingala8-2bit,8314241600,2,8.1824,2.235210,Pingala-8 runtime (patched llama.cpp),GPU,ppl_r2.log
Qwen3.8-27B,Pingala-8 v2,Qwen3.8-27B-Pingala8-2bit-0000{1..9}-of-00009.gguf (9 parts),Genrius-AI/Qwen3.8-27B-Pingala8-2bit,8314241600,3,7.1156,1.682898,Pingala-8 runtime (patched llama.cpp),GPU,ppl_r2.log
Qwen3.8-27B,Pingala-8 v2,Qwen3.8-27B-Pingala8-2bit-0000{1..9}-of-00009.gguf (9 parts),Genrius-AI/Qwen3.8-27B-Pingala8-2bit,8314241600,4,6.3537,1.509281,Pingala-8 runtime (patched llama.cpp),GPU,ppl_r2.log
Qwen3.8-27B,Pingala-8 v2,Qwen3.8-27B-Pingala8-2bit-0000{1..9}-of-00009.gguf (9 parts),Genrius-AI/Qwen3.8-27B-Pingala8-2bit,8314241600,5,6.6001,2.039275,Pingala-8 runtime (patched llama.cpp),GPU,ppl_r2.log
Qwen3.8-27B,Pingala-8 v2,Qwen3.8-27B-Pingala8-2bit-0000{1..9}-of-00009.gguf (9 parts),Genrius-AI/Qwen3.8-27B-Pingala8-2bit,8314241600,6,6.7200,1.995105,Pingala-8 runtime (patched llama.cpp),GPU,ppl_r2.log
Qwen3.8-27B,Pingala-8 v2,Qwen3.8-27B-Pingala8-2bit-0000{1..9}-of-00009.gguf (9 parts),Genrius-AI/Qwen3.8-27B-Pingala8-2bit,8314241600,7,6.9087,2.098941,Pingala-8 runtime (patched llama.cpp),GPU,ppl_r2.log
Qwen3.8-27B,Pingala-8 v2,Qwen3.8-27B-Pingala8-2bit-0000{1..9}-of-00009.gguf (9 parts),Genrius-AI/Qwen3.8-27B-Pingala8-2bit,8314241600,8,7.0721,2.119789,Pingala-8 runtime (patched llama.cpp),GPU,ppl_r2.log
Qwen3.8-27B,Pingala-8 v2,Qwen3.8-27B-Pingala8-2bit-0000{1..9}-of-00009.gguf (9 parts),Genrius-AI/Qwen3.8-27B-Pingala8-2bit,8314241600,9,7.2537,2.184345,Pingala-8 runtime (patched llama.cpp),GPU,ppl_r2.log
Qwen3.8-27B,Pingala-8 v2,Qwen3.8-27B-Pingala8-2bit-0000{1..9}-of-00009.gguf (9 parts),Genrius-AI/Qwen3.8-27B-Pingala8-2bit,8314241600,10,7.1378,1.820441,Pingala-8 runtime (patched llama.cpp),GPU,ppl_r2.log
Qwen3.8-27B,Pingala-8 v2,Qwen3.8-27B-Pingala8-2bit-0000{1..9}-of-00009.gguf (9 parts),Genrius-AI/Qwen3.8-27B-Pingala8-2bit,8314241600,11,7.2060,2.070008,Pingala-8 runtime (patched llama.cpp),GPU,ppl_r2.log
Qwen3.8-27B,Pingala-8 v2,Qwen3.8-27B-Pingala8-2bit-0000{1..9}-of-00009.gguf (9 parts),Genrius-AI/Qwen3.8-27B-Pingala8-2bit,8314241600,12,7.2213,2.000366,Pingala-8 runtime (patched llama.cpp),GPU,ppl_r2.log
Qwen3.8-27B,Pingala-8 v2,Qwen3.8-27B-Pingala8-2bit-0000{1..9}-of-00009.gguf (9 parts),Genrius-AI/Qwen3.8-27B-Pingala8-2bit,8314241600,13,7.2782,2.079067,Pingala-8 runtime (patched llama.cpp),GPU,ppl_r2.log
Qwen3.8-27B,Pingala-8 v2,Qwen3.8-27B-Pingala8-2bit-0000{1..9}-of-00009.gguf (9 parts),Genrius-AI/Qwen3.8-27B-Pingala8-2bit,8314241600,14,7.4980,2.401422,Pingala-8 runtime (patched llama.cpp),GPU,ppl_r2.log
Qwen3.8-27B,Pingala-8 v2,Qwen3.8-27B-Pingala8-2bit-0000{1..9}-of-00009.gguf (9 parts),Genrius-AI/Qwen3.8-27B-Pingala8-2bit,8314241600,15,7.5403,2.099021,Pingala-8 runtime (patched llama.cpp),GPU,ppl_r2.log
Qwen3.8-27B,Pingala-8 v2,Qwen3.8-27B-Pingala8-2bit-0000{1..9}-of-00009.gguf (9 parts),Genrius-AI/Qwen3.8-27B-Pingala8-2bit,8314241600,16,7.4227,1.768756,Pingala-8 runtime (patched llama.cpp),GPU,ppl_r2.log
Qwen3.8-27B,Pingala-8 v2,Qwen3.8-27B-Pingala8-2bit-0000{1..9}-of-00009.gguf (9 parts),Genrius-AI/Qwen3.8-27B-Pingala8-2bit,8314241600,17,7.3339,1.799940,Pingala-8 runtime (patched llama.cpp),GPU,ppl_r2.log
Qwen3.8-27B,Pingala-8 v2,Qwen3.8-27B-Pingala8-2bit-0000{1..9}-of-00009.gguf (9 parts),Genrius-AI/Qwen3.8-27B-Pingala8-2bit,8314241600,18,7.2695,1.833749,Pingala-8 runtime (patched llama.cpp),GPU,ppl_r2.log
Qwen3.8-27B,Pingala-8 v2,Qwen3.8-27B-Pingala8-2bit-0000{1..9}-of-00009.gguf (9 parts),Genrius-AI/Qwen3.8-27B-Pingala8-2bit,8314241600,19,7.0637,1.438036,Pingala-8 runtime (patched llama.cpp),GPU,ppl_r2.log
Qwen3.8-27B,Pingala-8 v2,Qwen3.8-27B-Pingala8-2bit-0000{1..9}-of-00009.gguf (9 parts),Genrius-AI/Qwen3.8-27B-Pingala8-2bit,8314241600,20,6.8894,1.455269,Pingala-8 runtime (patched llama.cpp),GPU,ppl_r2.log
Qwen3.8-27B,UD-IQ2_S,Qwen3.8-27B-UD-IQ2_S.gguf,unsloth/Qwen3.8-27B-GGUF,8371970048,1,7.4736,2.011377,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,ppl_rc_UD.log
Qwen3.8-27B,UD-IQ2_S,Qwen3.8-27B-UD-IQ2_S.gguf,unsloth/Qwen3.8-27B-GGUF,8371970048,2,8.3015,2.221496,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,ppl_rc_UD.log
Qwen3.8-27B,UD-IQ2_S,Qwen3.8-27B-UD-IQ2_S.gguf,unsloth/Qwen3.8-27B-GGUF,8371970048,3,7.4606,1.796035,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,ppl_rc_UD.log
Qwen3.8-27B,UD-IQ2_S,Qwen3.8-27B-UD-IQ2_S.gguf,unsloth/Qwen3.8-27B-GGUF,8371970048,4,6.4973,1.456639,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,ppl_rc_UD.log
Qwen3.8-27B,UD-IQ2_S,Qwen3.8-27B-UD-IQ2_S.gguf,unsloth/Qwen3.8-27B-GGUF,8371970048,5,6.7038,2.027826,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,ppl_rc_UD.log
Qwen3.8-27B,UD-IQ2_S,Qwen3.8-27B-UD-IQ2_S.gguf,unsloth/Qwen3.8-27B-GGUF,8371970048,6,6.9227,2.095463,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,ppl_rc_UD.log
Qwen3.8-27B,UD-IQ2_S,Qwen3.8-27B-UD-IQ2_S.gguf,unsloth/Qwen3.8-27B-GGUF,8371970048,7,7.6379,2.623024,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,ppl_rc_UD.log
Qwen3.8-27B,UD-IQ2_S,Qwen3.8-27B-UD-IQ2_S.gguf,unsloth/Qwen3.8-27B-GGUF,8371970048,8,7.6822,2.079389,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,ppl_rc_UD.log
Qwen3.8-27B,UD-IQ2_S,Qwen3.8-27B-UD-IQ2_S.gguf,unsloth/Qwen3.8-27B-GGUF,8371970048,9,7.7631,2.133188,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,ppl_rc_UD.log
Qwen3.8-27B,UD-IQ2_S,Qwen3.8-27B-UD-IQ2_S.gguf,unsloth/Qwen3.8-27B-GGUF,8371970048,10,7.5633,1.788640,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,ppl_rc_UD.log
Qwen3.8-27B,UD-IQ2_S,Qwen3.8-27B-UD-IQ2_S.gguf,unsloth/Qwen3.8-27B-GGUF,8371970048,11,7.6142,2.097088,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,ppl_rc_UD.log
Qwen3.8-27B,UD-IQ2_S,Qwen3.8-27B-UD-IQ2_S.gguf,unsloth/Qwen3.8-27B-GGUF,8371970048,12,7.5716,1.962689,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,ppl_rc_UD.log
Qwen3.8-27B,UD-IQ2_S,Qwen3.8-27B-UD-IQ2_S.gguf,unsloth/Qwen3.8-27B-GGUF,8371970048,13,7.6293,2.123096,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,ppl_rc_UD.log
Qwen3.8-27B,UD-IQ2_S,Qwen3.8-27B-UD-IQ2_S.gguf,unsloth/Qwen3.8-27B-GGUF,8371970048,14,7.8156,2.369755,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,ppl_rc_UD.log
Qwen3.8-27B,UD-IQ2_S,Qwen3.8-27B-UD-IQ2_S.gguf,unsloth/Qwen3.8-27B-GGUF,8371970048,15,8.0662,2.529533,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,ppl_rc_UD.log
Qwen3.8-27B,UD-IQ2_S,Qwen3.8-27B-UD-IQ2_S.gguf,unsloth/Qwen3.8-27B-GGUF,8371970048,16,8.0798,2.114637,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,ppl_rc_UD.log
Qwen3.8-27B,UD-IQ2_S,Qwen3.8-27B-UD-IQ2_S.gguf,unsloth/Qwen3.8-27B-GGUF,8371970048,17,7.9181,1.745698,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,ppl_rc_UD.log
Qwen3.8-27B,UD-IQ2_S,Qwen3.8-27B-UD-IQ2_S.gguf,unsloth/Qwen3.8-27B-GGUF,8371970048,18,7.7959,1.789191,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,ppl_rc_UD.log
Qwen3.8-27B,UD-IQ2_S,Qwen3.8-27B-UD-IQ2_S.gguf,unsloth/Qwen3.8-27B-GGUF,8371970048,19,7.5118,1.348264,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,ppl_rc_UD.log
Qwen3.8-27B,UD-IQ2_S,Qwen3.8-27B-UD-IQ2_S.gguf,unsloth/Qwen3.8-27B-GGUF,8371970048,20,7.3447,1.566552,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,ppl_rc_UD.log
Qwen3.8-27B,Pingala-8 v1,"Qwen3.8-27B-Pingala8-2bit-0000{1..9}-of-00009.gguf (9 parts, earlier revision)",Genrius-AI/Qwen3.8-27B-Pingala8-2bit,8314489600,1,7.5966,2.027701,Pingala-8 runtime (patched llama.cpp),GPU,ppl_mours.log
Qwen3.8-27B,Pingala-8 v1,"Qwen3.8-27B-Pingala8-2bit-0000{1..9}-of-00009.gguf (9 parts, earlier revision)",Genrius-AI/Qwen3.8-27B-Pingala8-2bit,8314489600,2,8.7840,2.318163,Pingala-8 runtime (patched llama.cpp),GPU,ppl_mours.log
Qwen3.8-27B,Pingala-8 v1,"Qwen3.8-27B-Pingala8-2bit-0000{1..9}-of-00009.gguf (9 parts, earlier revision)",Genrius-AI/Qwen3.8-27B-Pingala8-2bit,8314489600,3,7.5948,1.736528,Pingala-8 runtime (patched llama.cpp),GPU,ppl_mours.log
Qwen3.8-27B,Pingala-8 v1,"Qwen3.8-27B-Pingala8-2bit-0000{1..9}-of-00009.gguf (9 parts, earlier revision)",Genrius-AI/Qwen3.8-27B-Pingala8-2bit,8314489600,4,6.7546,1.558504,Pingala-8 runtime (patched llama.cpp),GPU,ppl_mours.log
Qwen3.8-27B,Pingala-8 v1,"Qwen3.8-27B-Pingala8-2bit-0000{1..9}-of-00009.gguf (9 parts, earlier revision)",Genrius-AI/Qwen3.8-27B-Pingala8-2bit,8314489600,5,7.0361,2.114375,Pingala-8 runtime (patched llama.cpp),GPU,ppl_mours.log
Qwen3.8-27B,Pingala-8 v1,"Qwen3.8-27B-Pingala8-2bit-0000{1..9}-of-00009.gguf (9 parts, earlier revision)",Genrius-AI/Qwen3.8-27B-Pingala8-2bit,8314489600,6,7.1523,2.049334,Pingala-8 runtime (patched llama.cpp),GPU,ppl_mours.log
Qwen3.8-27B,Pingala-8 v1,"Qwen3.8-27B-Pingala8-2bit-0000{1..9}-of-00009.gguf (9 parts, earlier revision)",Genrius-AI/Qwen3.8-27B-Pingala8-2bit,8314489600,7,7.3572,2.165152,Pingala-8 runtime (patched llama.cpp),GPU,ppl_mours.log
Qwen3.8-27B,Pingala-8 v1,"Qwen3.8-27B-Pingala8-2bit-0000{1..9}-of-00009.gguf (9 parts, earlier revision)",Genrius-AI/Qwen3.8-27B-Pingala8-2bit,8314489600,8,7.5244,2.175453,Pingala-8 runtime (patched llama.cpp),GPU,ppl_mours.log
Qwen3.8-27B,Pingala-8 v1,"Qwen3.8-27B-Pingala8-2bit-0000{1..9}-of-00009.gguf (9 parts, earlier revision)",Genrius-AI/Qwen3.8-27B-Pingala8-2bit,8314489600,9,7.7061,2.232901,Pingala-8 runtime (patched llama.cpp),GPU,ppl_mours.log
Qwen3.8-27B,Pingala-8 v1,"Qwen3.8-27B-Pingala8-2bit-0000{1..9}-of-00009.gguf (9 parts, earlier revision)",Genrius-AI/Qwen3.8-27B-Pingala8-2bit,8314489600,10,7.5848,1.883352,Pingala-8 runtime (patched llama.cpp),GPU,ppl_mours.log
Qwen3.8-27B,Pingala-8 v1,"Qwen3.8-27B-Pingala8-2bit-0000{1..9}-of-00009.gguf (9 parts, earlier revision)",Genrius-AI/Qwen3.8-27B-Pingala8-2bit,8314489600,11,7.6627,2.138546,Pingala-8 runtime (patched llama.cpp),GPU,ppl_mours.log
Qwen3.8-27B,Pingala-8 v1,"Qwen3.8-27B-Pingala8-2bit-0000{1..9}-of-00009.gguf (9 parts, earlier revision)",Genrius-AI/Qwen3.8-27B-Pingala8-2bit,8314489600,12,7.6693,2.046696,Pingala-8 runtime (patched llama.cpp),GPU,ppl_mours.log
Qwen3.8-27B,Pingala-8 v1,"Qwen3.8-27B-Pingala8-2bit-0000{1..9}-of-00009.gguf (9 parts, earlier revision)",Genrius-AI/Qwen3.8-27B-Pingala8-2bit,8314489600,13,7.7292,2.138366,Pingala-8 runtime (patched llama.cpp),GPU,ppl_mours.log
Qwen3.8-27B,Pingala-8 v1,"Qwen3.8-27B-Pingala8-2bit-0000{1..9}-of-00009.gguf (9 parts, earlier revision)",Genrius-AI/Qwen3.8-27B-Pingala8-2bit,8314489600,14,7.9571,2.451835,Pingala-8 runtime (patched llama.cpp),GPU,ppl_mours.log
Qwen3.8-27B,Pingala-8 v1,"Qwen3.8-27B-Pingala8-2bit-0000{1..9}-of-00009.gguf (9 parts, earlier revision)",Genrius-AI/Qwen3.8-27B-Pingala8-2bit,8314489600,15,8.0122,2.177576,Pingala-8 runtime (patched llama.cpp),GPU,ppl_mours.log
Qwen3.8-27B,Pingala-8 v1,"Qwen3.8-27B-Pingala8-2bit-0000{1..9}-of-00009.gguf (9 parts, earlier revision)",Genrius-AI/Qwen3.8-27B-Pingala8-2bit,8314489600,16,7.9096,1.874755,Pingala-8 runtime (patched llama.cpp),GPU,ppl_mours.log
Qwen3.8-27B,Pingala-8 v1,"Qwen3.8-27B-Pingala8-2bit-0000{1..9}-of-00009.gguf (9 parts, earlier revision)",Genrius-AI/Qwen3.8-27B-Pingala8-2bit,8314489600,17,7.8309,1.898081,Pingala-8 runtime (patched llama.cpp),GPU,ppl_mours.log
Qwen3.8-27B,Pingala-8 v1,"Qwen3.8-27B-Pingala8-2bit-0000{1..9}-of-00009.gguf (9 parts, earlier revision)",Genrius-AI/Qwen3.8-27B-Pingala8-2bit,8314489600,18,7.7621,1.899236,Pingala-8 runtime (patched llama.cpp),GPU,ppl_mours.log
Qwen3.8-27B,Pingala-8 v1,"Qwen3.8-27B-Pingala8-2bit-0000{1..9}-of-00009.gguf (9 parts, earlier revision)",Genrius-AI/Qwen3.8-27B-Pingala8-2bit,8314489600,19,7.5314,1.475986,Pingala-8 runtime (patched llama.cpp),GPU,ppl_mours.log
Qwen3.8-27B,Pingala-8 v1,"Qwen3.8-27B-Pingala8-2bit-0000{1..9}-of-00009.gguf (9 parts, earlier revision)",Genrius-AI/Qwen3.8-27B-Pingala8-2bit,8314489600,20,7.3449,1.517586,Pingala-8 runtime (patched llama.cpp),GPU,ppl_mours.log
Qwen3.8-27B,"IQ2_XXS (stock llama-quantize, same imatrix)",q38-27b-IQ2_XXS.gguf (not published),not published,8433183520,1,7.7463,2.047215,llama.cpp upstream 889f2ec,GPU,ppl_r_calib-IQ2_XXS-ours.log
Qwen3.8-27B,"IQ2_XXS (stock llama-quantize, same imatrix)",q38-27b-IQ2_XXS.gguf (not published),not published,8433183520,2,8.9732,2.341269,llama.cpp upstream 889f2ec,GPU,ppl_r_calib-IQ2_XXS-ours.log
Qwen3.8-27B,"IQ2_XXS (stock llama-quantize, same imatrix)",q38-27b-IQ2_XXS.gguf (not published),not published,8433183520,3,7.9089,1.815481,llama.cpp upstream 889f2ec,GPU,ppl_r_calib-IQ2_XXS-ours.log
Qwen3.8-27B,"IQ2_XXS (stock llama-quantize, same imatrix)",q38-27b-IQ2_XXS.gguf (not published),not published,8433183520,4,7.0398,1.602353,llama.cpp upstream 889f2ec,GPU,ppl_r_calib-IQ2_XXS-ours.log
Qwen3.8-27B,"IQ2_XXS (stock llama-quantize, same imatrix)",q38-27b-IQ2_XXS.gguf (not published),not published,8433183520,5,7.3478,2.165686,llama.cpp upstream 889f2ec,GPU,ppl_r_calib-IQ2_XXS-ours.log
Qwen3.8-27B,"IQ2_XXS (stock llama-quantize, same imatrix)",q38-27b-IQ2_XXS.gguf (not published),not published,8433183520,6,7.5094,2.124929,llama.cpp upstream 889f2ec,GPU,ppl_r_calib-IQ2_XXS-ours.log
Qwen3.8-27B,"IQ2_XXS (stock llama-quantize, same imatrix)",q38-27b-IQ2_XXS.gguf (not published),not published,8433183520,7,7.7114,2.201965,llama.cpp upstream 889f2ec,GPU,ppl_r_calib-IQ2_XXS-ours.log
Qwen3.8-27B,"IQ2_XXS (stock llama-quantize, same imatrix)",q38-27b-IQ2_XXS.gguf (not published),not published,8433183520,8,7.8791,2.214811,llama.cpp upstream 889f2ec,GPU,ppl_r_calib-IQ2_XXS-ours.log
Qwen3.8-27B,"IQ2_XXS (stock llama-quantize, same imatrix)",q38-27b-IQ2_XXS.gguf (not published),not published,8433183520,9,8.0739,2.284020,llama.cpp upstream 889f2ec,GPU,ppl_r_calib-IQ2_XXS-ours.log
Qwen3.8-27B,"IQ2_XXS (stock llama-quantize, same imatrix)",q38-27b-IQ2_XXS.gguf (not published),not published,8433183520,10,7.9512,1.935499,llama.cpp upstream 889f2ec,GPU,ppl_r_calib-IQ2_XXS-ours.log
Qwen3.8-27B,"IQ2_XXS (stock llama-quantize, same imatrix)",q38-27b-IQ2_XXS.gguf (not published),not published,8433183520,11,8.0433,2.200005,llama.cpp upstream 889f2ec,GPU,ppl_r_calib-IQ2_XXS-ours.log
Qwen3.8-27B,"IQ2_XXS (stock llama-quantize, same imatrix)",q38-27b-IQ2_XXS.gguf (not published),not published,8433183520,12,8.0653,2.117617,llama.cpp upstream 889f2ec,GPU,ppl_r_calib-IQ2_XXS-ours.log
Qwen3.8-27B,"IQ2_XXS (stock llama-quantize, same imatrix)",q38-27b-IQ2_XXS.gguf (not published),not published,8433183520,13,8.1490,2.221787,llama.cpp upstream 889f2ec,GPU,ppl_r_calib-IQ2_XXS-ours.log
Qwen3.8-27B,"IQ2_XXS (stock llama-quantize, same imatrix)",q38-27b-IQ2_XXS.gguf (not published),not published,8433183520,14,8.3887,2.503760,llama.cpp upstream 889f2ec,GPU,ppl_r_calib-IQ2_XXS-ours.log
Qwen3.8-27B,"IQ2_XXS (stock llama-quantize, same imatrix)",q38-27b-IQ2_XXS.gguf (not published),not published,8433183520,15,8.5646,2.438164,llama.cpp upstream 889f2ec,GPU,ppl_r_calib-IQ2_XXS-ours.log
Qwen3.8-27B,"IQ2_XXS (stock llama-quantize, same imatrix)",q38-27b-IQ2_XXS.gguf (not published),not published,8433183520,16,8.5364,2.094869,llama.cpp upstream 889f2ec,GPU,ppl_r_calib-IQ2_XXS-ours.log
Qwen3.8-27B,"IQ2_XXS (stock llama-quantize, same imatrix)",q38-27b-IQ2_XXS.gguf (not published),not published,8433183520,17,8.4438,1.958922,llama.cpp upstream 889f2ec,GPU,ppl_r_calib-IQ2_XXS-ours.log
Qwen3.8-27B,"IQ2_XXS (stock llama-quantize, same imatrix)",q38-27b-IQ2_XXS.gguf (not published),not published,8433183520,18,8.3382,1.906901,llama.cpp upstream 889f2ec,GPU,ppl_r_calib-IQ2_XXS-ours.log
Qwen3.8-27B,"IQ2_XXS (stock llama-quantize, same imatrix)",q38-27b-IQ2_XXS.gguf (not published),not published,8433183520,19,8.0779,1.518254,llama.cpp upstream 889f2ec,GPU,ppl_r_calib-IQ2_XXS-ours.log
Qwen3.8-27B,"IQ2_XXS (stock llama-quantize, same imatrix)",q38-27b-IQ2_XXS.gguf (not published),not published,8433183520,20,7.8765,1.584166,llama.cpp upstream 889f2ec,GPU,ppl_r_calib-IQ2_XXS-ours.log
Qwen3.5-2B,IQ2_M (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_M.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,786259840,1,12.3583,2.514328,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_DASHQ-IQ2_M.log
Qwen3.5-2B,IQ2_M (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_M.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,786259840,2,14.9684,2.897555,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_DASHQ-IQ2_M.log
Qwen3.5-2B,IQ2_M (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_M.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,786259840,3,13.2502,2.340155,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_DASHQ-IQ2_M.log
Qwen3.5-2B,IQ2_M (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_M.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,786259840,4,11.6004,2.052120,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_DASHQ-IQ2_M.log
Qwen3.5-2B,IQ2_M (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_M.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,786259840,5,12.0216,2.629367,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_DASHQ-IQ2_M.log
Qwen3.5-2B,IQ2_M (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_M.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,786259840,6,12.2577,2.603401,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_DASHQ-IQ2_M.log
Qwen3.5-2B,IQ2_M (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_M.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,786259840,7,12.4898,2.637460,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_DASHQ-IQ2_M.log
Qwen3.5-2B,IQ2_M (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_M.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,786259840,8,12.6994,2.658052,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_DASHQ-IQ2_M.log
Qwen3.5-2B,IQ2_M (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_M.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,786259840,9,12.9127,2.691464,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_DASHQ-IQ2_M.log
Qwen3.5-2B,IQ2_M (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_M.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,786259840,10,12.6940,2.387393,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_DASHQ-IQ2_M.log
Qwen3.5-2B,IQ2_M (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_M.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,786259840,11,12.8045,2.636469,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_DASHQ-IQ2_M.log
Qwen3.5-2B,IQ2_M (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_M.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,786259840,12,12.8329,2.576383,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_DASHQ-IQ2_M.log
Qwen3.5-2B,IQ2_M (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_M.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,786259840,13,12.9278,2.647794,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_DASHQ-IQ2_M.log
Qwen3.5-2B,IQ2_M (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_M.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,786259840,14,13.3466,3.005723,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_DASHQ-IQ2_M.log
Qwen3.5-2B,IQ2_M (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_M.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,786259840,15,13.4947,2.756792,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_DASHQ-IQ2_M.log
Qwen3.5-2B,IQ2_M (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_M.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,786259840,16,13.2740,2.338461,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_DASHQ-IQ2_M.log
Qwen3.5-2B,IQ2_M (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_M.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,786259840,17,13.1039,2.366552,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_DASHQ-IQ2_M.log
Qwen3.5-2B,IQ2_M (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_M.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,786259840,18,12.9131,2.308893,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_DASHQ-IQ2_M.log
Qwen3.5-2B,IQ2_M (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_M.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,786259840,19,12.5641,2.037666,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_DASHQ-IQ2_M.log
Qwen3.5-2B,IQ2_M (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_M.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,786259840,20,12.2280,1.988541,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_DASHQ-IQ2_M.log
Qwen3.5-2B,IQ2_M (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_M.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,786259840,21,12.2171,2.485001,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_DASHQ-IQ2_M.log
Qwen3.5-2B,IQ2_M (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_M.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,786259840,22,12.6152,3.208285,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_DASHQ-IQ2_M.log
Qwen3.5-2B,IQ2_M (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_M.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,786259840,23,12.9072,3.061208,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_DASHQ-IQ2_M.log
Qwen3.5-2B,IQ2_M (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_M.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,786259840,24,13.0184,2.763668,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_DASHQ-IQ2_M.log
Qwen3.5-2B,IQ2_M (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_M.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,786259840,25,13.0682,2.661815,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_DASHQ-IQ2_M.log
Qwen3.5-2B,IQ2_M (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_M.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,786259840,26,12.9648,2.363643,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_DASHQ-IQ2_M.log
Qwen3.5-2B,IQ2_M (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_M.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,786259840,27,12.8162,2.250982,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_DASHQ-IQ2_M.log
Qwen3.5-2B,IQ2_M (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_M.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,786259840,28,12.6508,2.187003,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_DASHQ-IQ2_M.log
Qwen3.5-2B,IQ2_M (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_M.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,786259840,29,12.4601,2.097242,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_DASHQ-IQ2_M.log
Qwen3.5-2B,IQ2_M (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_M.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,786259840,30,12.3757,2.318632,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_DASHQ-IQ2_M.log
Qwen3.5-2B,IQ2_M (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_M.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,786259840,31,12.4438,2.685852,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_DASHQ-IQ2_M.log
Qwen3.5-2B,IQ2_M (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_M.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,786259840,32,12.5661,2.834189,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_DASHQ-IQ2_M.log
Qwen3.5-2B,IQ2_M (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_M.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,786259840,33,12.5046,2.369100,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_DASHQ-IQ2_M.log
Qwen3.5-2B,IQ2_M (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_M.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,786259840,34,12.4970,2.505426,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_DASHQ-IQ2_M.log
Qwen3.5-2B,IQ2_M (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_M.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,786259840,35,12.4787,2.474199,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_DASHQ-IQ2_M.log
Qwen3.5-2B,IQ2_M (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_M.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,786259840,36,12.4998,2.584844,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_DASHQ-IQ2_M.log
Qwen3.5-2B,IQ2_M (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_M.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,786259840,37,12.6536,2.978190,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_DASHQ-IQ2_M.log
Qwen3.5-2B,IQ2_M (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_M.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,786259840,38,12.6324,2.474223,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_DASHQ-IQ2_M.log
Qwen3.5-2B,IQ2_M (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_M.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,786259840,39,12.6045,2.450034,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_DASHQ-IQ2_M.log
Qwen3.5-2B,IQ2_M (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_M.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,786259840,40,12.6329,2.624079,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_DASHQ-IQ2_M.log
Qwen3.5-2B,IQ2_M (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_M.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,786259840,41,12.6106,2.463866,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_DASHQ-IQ2_M.log
Qwen3.5-2B,IQ2_M (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_M.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,786259840,42,12.4713,2.068013,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_DASHQ-IQ2_M.log
Qwen3.5-2B,IQ2_M (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_M.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,786259840,43,12.4836,2.565818,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_DASHQ-IQ2_M.log
Qwen3.5-2B,IQ2_M (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_M.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,786259840,44,12.4765,2.499384,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_DASHQ-IQ2_M.log
Qwen3.5-2B,IQ2_M (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_M.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,786259840,45,12.5559,2.809318,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_DASHQ-IQ2_M.log
Qwen3.5-2B,IQ2_M (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_M.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,786259840,46,12.7130,3.102174,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_DASHQ-IQ2_M.log
Qwen3.5-2B,IQ2_M (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_M.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,786259840,47,12.8863,3.178988,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_DASHQ-IQ2_M.log
Qwen3.5-2B,IQ2_M (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_M.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,786259840,48,13.0472,3.151788,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_DASHQ-IQ2_M.log
Qwen3.5-2B,IQ2_M (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_M.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,786259840,49,13.1125,2.813202,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_DASHQ-IQ2_M.log
Qwen3.5-2B,IQ2_M (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_M.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,786259840,50,13.1391,2.674893,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_DASHQ-IQ2_M.log
Qwen3.5-2B,IQ2_M (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_M.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,786259840,51,13.1348,2.558899,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_DASHQ-IQ2_M.log
Qwen3.5-2B,IQ2_M (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_M.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,786259840,52,13.1966,2.819354,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_DASHQ-IQ2_M.log
Qwen3.5-2B,IQ2_M (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_M.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,786259840,53,13.2801,2.914254,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_DASHQ-IQ2_M.log
Qwen3.5-2B,IQ2_M (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_M.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,786259840,54,13.3288,2.783930,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_DASHQ-IQ2_M.log
Qwen3.5-2B,IQ2_M (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_M.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,786259840,55,13.3548,2.697109,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_DASHQ-IQ2_M.log
Qwen3.5-2B,IQ2_M (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_M.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,786259840,56,13.3432,2.543213,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_DASHQ-IQ2_M.log
Qwen3.5-2B,IQ2_M (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_M.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,786259840,57,13.3268,2.520906,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_DASHQ-IQ2_M.log
Qwen3.5-2B,IQ2_M (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_M.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,786259840,58,13.3426,2.658500,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_DASHQ-IQ2_M.log
Qwen3.5-2B,IQ2_M (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_M.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,786259840,59,13.3530,2.636932,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_DASHQ-IQ2_M.log
Qwen3.5-2B,IQ2_M (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_M.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,786259840,60,13.3735,2.683785,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_DASHQ-IQ2_M.log
Qwen3.5-2B,IQ2_M (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_M.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,786259840,61,13.3379,2.430678,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_DASHQ-IQ2_M.log
Qwen3.5-2B,IQ2_M (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_M.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,786259840,62,13.3128,2.473825,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_DASHQ-IQ2_M.log
Qwen3.5-2B,IQ2_M (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_M.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,786259840,63,13.3236,2.639814,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_DASHQ-IQ2_M.log
Qwen3.5-2B,IQ2_M (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_M.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,786259840,64,13.3093,2.520810,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_DASHQ-IQ2_M.log
Qwen3.5-2B,IQ2_M (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_M.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,786259840,65,13.2838,2.463807,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_DASHQ-IQ2_M.log
Qwen3.5-2B,IQ2_M (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_M.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,786259840,66,13.2940,2.637204,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_DASHQ-IQ2_M.log
Qwen3.5-2B,IQ2_M (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_M.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,786259840,67,13.3112,2.673942,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_DASHQ-IQ2_M.log
Qwen3.5-2B,IQ2_M (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_M.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,786259840,68,13.3118,2.591671,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_DASHQ-IQ2_M.log
Qwen3.5-2B,IQ2_M (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_M.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,786259840,69,13.1787,1.895272,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_DASHQ-IQ2_M.log
Qwen3.5-2B,IQ2_M (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_M.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,786259840,70,13.2739,3.082449,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_DASHQ-IQ2_M.log
Qwen3.5-2B,IQ2_M (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_M.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,786259840,71,13.2842,2.640871,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_DASHQ-IQ2_M.log
Qwen3.5-2B,IQ2_M (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_M.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,786259840,72,13.3331,2.851125,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_DASHQ-IQ2_M.log
Qwen3.5-2B,IQ2_XS (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,757096320,1,12.8459,2.553025,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_DASHQ-IQ2_XS.log
Qwen3.5-2B,IQ2_XS (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,757096320,2,15.9546,2.986470,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_DASHQ-IQ2_XS.log
Qwen3.5-2B,IQ2_XS (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,757096320,3,13.9107,2.358481,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_DASHQ-IQ2_XS.log
Qwen3.5-2B,IQ2_XS (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,757096320,4,12.1321,2.085444,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_DASHQ-IQ2_XS.log
Qwen3.5-2B,IQ2_XS (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,757096320,5,12.6340,2.698539,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_DASHQ-IQ2_XS.log
Qwen3.5-2B,IQ2_XS (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,757096320,6,12.8256,2.626701,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_DASHQ-IQ2_XS.log
Qwen3.5-2B,IQ2_XS (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,757096320,7,12.9735,2.631703,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_DASHQ-IQ2_XS.log
Qwen3.5-2B,IQ2_XS (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,757096320,8,13.2174,2.711911,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_DASHQ-IQ2_XS.log
Qwen3.5-2B,IQ2_XS (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,757096320,9,13.4774,2.756855,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_DASHQ-IQ2_XS.log
Qwen3.5-2B,IQ2_XS (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,757096320,10,13.2028,2.395161,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_DASHQ-IQ2_XS.log
Qwen3.5-2B,IQ2_XS (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,757096320,11,13.3785,2.725849,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_DASHQ-IQ2_XS.log
Qwen3.5-2B,IQ2_XS (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,757096320,12,13.4375,2.646453,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_DASHQ-IQ2_XS.log
Qwen3.5-2B,IQ2_XS (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,757096320,13,13.5538,2.710079,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_DASHQ-IQ2_XS.log
Qwen3.5-2B,IQ2_XS (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,757096320,14,14.0195,3.079619,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_DASHQ-IQ2_XS.log
Qwen3.5-2B,IQ2_XS (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,757096320,15,14.1269,2.754923,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_DASHQ-IQ2_XS.log
Qwen3.5-2B,IQ2_XS (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,757096320,16,13.8847,2.371389,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_DASHQ-IQ2_XS.log
Qwen3.5-2B,IQ2_XS (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,757096320,17,13.7010,2.404370,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_DASHQ-IQ2_XS.log
Qwen3.5-2B,IQ2_XS (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,757096320,18,13.5018,2.353844,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_DASHQ-IQ2_XS.log
Qwen3.5-2B,IQ2_XS (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,757096320,19,13.1158,2.051720,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_DASHQ-IQ2_XS.log
Qwen3.5-2B,IQ2_XS (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,757096320,20,12.7732,2.044450,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_DASHQ-IQ2_XS.log
Qwen3.5-2B,IQ2_XS (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,757096320,21,12.7551,2.517571,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_DASHQ-IQ2_XS.log
Qwen3.5-2B,IQ2_XS (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,757096320,22,13.1580,3.230104,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_DASHQ-IQ2_XS.log
Qwen3.5-2B,IQ2_XS (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,757096320,23,13.4943,3.157491,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_DASHQ-IQ2_XS.log
Qwen3.5-2B,IQ2_XS (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,757096320,24,13.6290,2.840647,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_DASHQ-IQ2_XS.log
Qwen3.5-2B,IQ2_XS (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,757096320,25,13.6808,2.707038,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_DASHQ-IQ2_XS.log
Qwen3.5-2B,IQ2_XS (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,757096320,26,13.5724,2.409162,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_DASHQ-IQ2_XS.log
Qwen3.5-2B,IQ2_XS (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,757096320,27,13.4061,2.275169,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_DASHQ-IQ2_XS.log
Qwen3.5-2B,IQ2_XS (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,757096320,28,13.2197,2.203663,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_DASHQ-IQ2_XS.log
Qwen3.5-2B,IQ2_XS (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,757096320,29,12.9929,2.079861,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_DASHQ-IQ2_XS.log
Qwen3.5-2B,IQ2_XS (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,757096320,30,12.9010,2.351456,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_DASHQ-IQ2_XS.log
Qwen3.5-2B,IQ2_XS (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,757096320,31,12.9766,2.738435,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_DASHQ-IQ2_XS.log
Qwen3.5-2B,IQ2_XS (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,757096320,32,13.1095,2.889209,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_DASHQ-IQ2_XS.log
Qwen3.5-2B,IQ2_XS (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,757096320,33,13.0495,2.421955,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_DASHQ-IQ2_XS.log
Qwen3.5-2B,IQ2_XS (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,757096320,34,13.0419,2.548943,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_DASHQ-IQ2_XS.log
Qwen3.5-2B,IQ2_XS (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,757096320,35,13.0157,2.497785,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_DASHQ-IQ2_XS.log
Qwen3.5-2B,IQ2_XS (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,757096320,36,13.0305,2.607068,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_DASHQ-IQ2_XS.log
Qwen3.5-2B,IQ2_XS (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,757096320,37,13.2007,3.047445,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_DASHQ-IQ2_XS.log
Qwen3.5-2B,IQ2_XS (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,757096320,38,13.1690,2.488907,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_DASHQ-IQ2_XS.log
Qwen3.5-2B,IQ2_XS (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,757096320,39,13.1406,2.493668,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_DASHQ-IQ2_XS.log
Qwen3.5-2B,IQ2_XS (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,757096320,40,13.1791,2.692729,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_DASHQ-IQ2_XS.log
Qwen3.5-2B,IQ2_XS (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,757096320,41,13.1544,2.501719,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_DASHQ-IQ2_XS.log
Qwen3.5-2B,IQ2_XS (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,757096320,42,12.9971,2.071494,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_DASHQ-IQ2_XS.log
Qwen3.5-2B,IQ2_XS (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,757096320,43,13.0057,2.593169,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_DASHQ-IQ2_XS.log
Qwen3.5-2B,IQ2_XS (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,757096320,44,12.9986,2.541361,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_DASHQ-IQ2_XS.log
Qwen3.5-2B,IQ2_XS (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,757096320,45,13.0700,2.811346,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_DASHQ-IQ2_XS.log
Qwen3.5-2B,IQ2_XS (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,757096320,46,13.2399,3.164431,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_DASHQ-IQ2_XS.log
Qwen3.5-2B,IQ2_XS (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,757096320,47,13.4299,3.252918,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_DASHQ-IQ2_XS.log
Qwen3.5-2B,IQ2_XS (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,757096320,48,13.6013,3.206211,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_DASHQ-IQ2_XS.log
Qwen3.5-2B,IQ2_XS (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,757096320,49,13.6602,2.821900,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_DASHQ-IQ2_XS.log
Qwen3.5-2B,IQ2_XS (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,757096320,50,13.6904,2.724905,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_DASHQ-IQ2_XS.log
Qwen3.5-2B,IQ2_XS (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,757096320,51,13.6927,2.625262,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_DASHQ-IQ2_XS.log
Qwen3.5-2B,IQ2_XS (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,757096320,52,13.7626,2.881643,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_DASHQ-IQ2_XS.log
Qwen3.5-2B,IQ2_XS (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,757096320,53,13.8584,2.989604,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_DASHQ-IQ2_XS.log
Qwen3.5-2B,IQ2_XS (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,757096320,54,13.9091,2.826086,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_DASHQ-IQ2_XS.log
Qwen3.5-2B,IQ2_XS (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,757096320,55,13.9293,2.712361,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_DASHQ-IQ2_XS.log
Qwen3.5-2B,IQ2_XS (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,757096320,56,13.9245,2.614694,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_DASHQ-IQ2_XS.log
Qwen3.5-2B,IQ2_XS (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,757096320,57,13.9106,2.576722,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_DASHQ-IQ2_XS.log
Qwen3.5-2B,IQ2_XS (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,757096320,58,13.9247,2.691411,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_DASHQ-IQ2_XS.log
Qwen3.5-2B,IQ2_XS (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,757096320,59,13.9363,2.682794,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_DASHQ-IQ2_XS.log
Qwen3.5-2B,IQ2_XS (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,757096320,60,13.9457,2.674953,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_DASHQ-IQ2_XS.log
Qwen3.5-2B,IQ2_XS (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,757096320,61,13.9038,2.451620,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_DASHQ-IQ2_XS.log
Qwen3.5-2B,IQ2_XS (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,757096320,62,13.8772,2.513434,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_DASHQ-IQ2_XS.log
Qwen3.5-2B,IQ2_XS (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,757096320,63,13.8858,2.669278,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_DASHQ-IQ2_XS.log
Qwen3.5-2B,IQ2_XS (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,757096320,64,13.8705,2.560310,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_DASHQ-IQ2_XS.log
Qwen3.5-2B,IQ2_XS (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,757096320,65,13.8406,2.489496,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_DASHQ-IQ2_XS.log
Qwen3.5-2B,IQ2_XS (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,757096320,66,13.8407,2.628083,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_DASHQ-IQ2_XS.log
Qwen3.5-2B,IQ2_XS (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,757096320,67,13.8592,2.717108,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_DASHQ-IQ2_XS.log
Qwen3.5-2B,IQ2_XS (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,757096320,68,13.8684,2.674074,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_DASHQ-IQ2_XS.log
Qwen3.5-2B,IQ2_XS (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,757096320,69,13.7355,1.965202,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_DASHQ-IQ2_XS.log
Qwen3.5-2B,IQ2_XS (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,757096320,70,13.8321,3.110562,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_DASHQ-IQ2_XS.log
Qwen3.5-2B,IQ2_XS (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,757096320,71,13.8467,2.701894,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_DASHQ-IQ2_XS.log
Qwen3.5-2B,IQ2_XS (DASH-Q),Qwen3.5-2B-DASHQ-IQ2_XS.gguf,jkim96/Qwen3.5-2B-DASHQ-Q2-GGUF,757096320,72,13.9028,2.919166,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_DASHQ-IQ2_XS.log
Qwen3.5-2B,Pingala-8 v2,Qwen3.5-2B-Pingala8-2bit-v2.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778189408,1,12.9316,2.559674,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-r3.log
Qwen3.5-2B,Pingala-8 v2,Qwen3.5-2B-Pingala8-2bit-v2.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778189408,2,15.8207,2.962964,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-r3.log
Qwen3.5-2B,Pingala-8 v2,Qwen3.5-2B-Pingala8-2bit-v2.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778189408,3,13.9172,2.376738,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-r3.log
Qwen3.5-2B,Pingala-8 v2,Qwen3.5-2B-Pingala8-2bit-v2.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778189408,4,12.3782,2.164371,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-r3.log
Qwen3.5-2B,Pingala-8 v2,Qwen3.5-2B-Pingala8-2bit-v2.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778189408,5,12.8712,2.711214,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-r3.log
Qwen3.5-2B,Pingala-8 v2,Qwen3.5-2B-Pingala8-2bit-v2.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778189408,6,13.0894,2.655855,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-r3.log
Qwen3.5-2B,Pingala-8 v2,Qwen3.5-2B-Pingala8-2bit-v2.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778189408,7,13.2532,2.658857,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-r3.log
Qwen3.5-2B,Pingala-8 v2,Qwen3.5-2B-Pingala8-2bit-v2.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778189408,8,13.5102,2.737886,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-r3.log
Qwen3.5-2B,Pingala-8 v2,Qwen3.5-2B-Pingala8-2bit-v2.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778189408,9,13.8297,2.813806,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-r3.log
Qwen3.5-2B,Pingala-8 v2,Qwen3.5-2B-Pingala8-2bit-v2.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778189408,10,13.5416,2.416298,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-r3.log
Qwen3.5-2B,Pingala-8 v2,Qwen3.5-2B-Pingala8-2bit-v2.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778189408,11,13.6927,2.727827,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-r3.log
Qwen3.5-2B,Pingala-8 v2,Qwen3.5-2B-Pingala8-2bit-v2.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778189408,12,13.6806,2.606254,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-r3.log
Qwen3.5-2B,Pingala-8 v2,Qwen3.5-2B-Pingala8-2bit-v2.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778189408,13,13.7850,2.714808,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-r3.log
Qwen3.5-2B,Pingala-8 v2,Qwen3.5-2B-Pingala8-2bit-v2.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778189408,14,14.1926,3.031536,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-r3.log
Qwen3.5-2B,Pingala-8 v2,Qwen3.5-2B-Pingala8-2bit-v2.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778189408,15,14.2938,2.759298,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-r3.log
Qwen3.5-2B,Pingala-8 v2,Qwen3.5-2B-Pingala8-2bit-v2.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778189408,16,14.0733,2.411082,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-r3.log
Qwen3.5-2B,Pingala-8 v2,Qwen3.5-2B-Pingala8-2bit-v2.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778189408,17,13.9042,2.438776,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-r3.log
Qwen3.5-2B,Pingala-8 v2,Qwen3.5-2B-Pingala8-2bit-v2.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778189408,18,13.6995,2.365222,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-r3.log
Qwen3.5-2B,Pingala-8 v2,Qwen3.5-2B-Pingala8-2bit-v2.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778189408,19,13.2947,2.047476,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-r3.log
Qwen3.5-2B,Pingala-8 v2,Qwen3.5-2B-Pingala8-2bit-v2.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778189408,20,12.9538,2.067840,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-r3.log
Qwen3.5-2B,Pingala-8 v2,Qwen3.5-2B-Pingala8-2bit-v2.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778189408,21,12.9269,2.517735,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-r3.log
Qwen3.5-2B,Pingala-8 v2,Qwen3.5-2B-Pingala8-2bit-v2.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778189408,22,13.3387,3.249212,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-r3.log
Qwen3.5-2B,Pingala-8 v2,Qwen3.5-2B-Pingala8-2bit-v2.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778189408,23,13.6549,3.129533,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-r3.log
Qwen3.5-2B,Pingala-8 v2,Qwen3.5-2B-Pingala8-2bit-v2.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778189408,24,13.8147,2.893334,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-r3.log
Qwen3.5-2B,Pingala-8 v2,Qwen3.5-2B-Pingala8-2bit-v2.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778189408,25,13.8786,2.741104,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-r3.log
Qwen3.5-2B,Pingala-8 v2,Qwen3.5-2B-Pingala8-2bit-v2.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778189408,26,13.7825,2.449689,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-r3.log
Qwen3.5-2B,Pingala-8 v2,Qwen3.5-2B-Pingala8-2bit-v2.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778189408,27,13.6354,2.333681,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-r3.log
Qwen3.5-2B,Pingala-8 v2,Qwen3.5-2B-Pingala8-2bit-v2.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778189408,28,13.4638,2.258056,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-r3.log
Qwen3.5-2B,Pingala-8 v2,Qwen3.5-2B-Pingala8-2bit-v2.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778189408,29,13.2622,2.162490,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-r3.log
Qwen3.5-2B,Pingala-8 v2,Qwen3.5-2B-Pingala8-2bit-v2.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778189408,30,13.1865,2.413189,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-r3.log
Qwen3.5-2B,Pingala-8 v2,Qwen3.5-2B-Pingala8-2bit-v2.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778189408,31,13.2716,2.778611,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-r3.log
Qwen3.5-2B,Pingala-8 v2,Qwen3.5-2B-Pingala8-2bit-v2.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778189408,32,13.4159,2.931679,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-r3.log
Qwen3.5-2B,Pingala-8 v2,Qwen3.5-2B-Pingala8-2bit-v2.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778189408,33,13.3469,2.426279,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-r3.log
Qwen3.5-2B,Pingala-8 v2,Qwen3.5-2B-Pingala8-2bit-v2.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778189408,34,13.3407,2.575487,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-r3.log
Qwen3.5-2B,Pingala-8 v2,Qwen3.5-2B-Pingala8-2bit-v2.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778189408,35,13.3090,2.507554,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-r3.log
Qwen3.5-2B,Pingala-8 v2,Qwen3.5-2B-Pingala8-2bit-v2.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778189408,36,13.3088,2.587900,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-r3.log
Qwen3.5-2B,Pingala-8 v2,Qwen3.5-2B-Pingala8-2bit-v2.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778189408,37,13.4702,3.034437,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-r3.log
Qwen3.5-2B,Pingala-8 v2,Qwen3.5-2B-Pingala8-2bit-v2.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778189408,38,13.4257,2.474736,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-r3.log
Qwen3.5-2B,Pingala-8 v2,Qwen3.5-2B-Pingala8-2bit-v2.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778189408,39,13.3980,2.516623,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-r3.log
Qwen3.5-2B,Pingala-8 v2,Qwen3.5-2B-Pingala8-2bit-v2.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778189408,40,13.4255,2.677123,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-r3.log
Qwen3.5-2B,Pingala-8 v2,Qwen3.5-2B-Pingala8-2bit-v2.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778189408,41,13.3979,2.512782,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-r3.log
Qwen3.5-2B,Pingala-8 v2,Qwen3.5-2B-Pingala8-2bit-v2.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778189408,42,13.2463,2.117150,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-r3.log
Qwen3.5-2B,Pingala-8 v2,Qwen3.5-2B-Pingala8-2bit-v2.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778189408,43,13.2462,2.583394,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-r3.log
Qwen3.5-2B,Pingala-8 v2,Qwen3.5-2B-Pingala8-2bit-v2.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778189408,44,13.2278,2.522549,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-r3.log
Qwen3.5-2B,Pingala-8 v2,Qwen3.5-2B-Pingala8-2bit-v2.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778189408,45,13.3023,2.835053,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-r3.log
Qwen3.5-2B,Pingala-8 v2,Qwen3.5-2B-Pingala8-2bit-v2.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778189408,46,13.4715,3.169349,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-r3.log
Qwen3.5-2B,Pingala-8 v2,Qwen3.5-2B-Pingala8-2bit-v2.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778189408,47,13.6605,3.255386,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-r3.log
Qwen3.5-2B,Pingala-8 v2,Qwen3.5-2B-Pingala8-2bit-v2.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778189408,48,13.8373,3.231759,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-r3.log
Qwen3.5-2B,Pingala-8 v2,Qwen3.5-2B-Pingala8-2bit-v2.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778189408,49,13.8905,2.815396,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-r3.log
Qwen3.5-2B,Pingala-8 v2,Qwen3.5-2B-Pingala8-2bit-v2.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778189408,50,13.9211,2.741231,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-r3.log
Qwen3.5-2B,Pingala-8 v2,Qwen3.5-2B-Pingala8-2bit-v2.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778189408,51,13.9240,2.644029,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-r3.log
Qwen3.5-2B,Pingala-8 v2,Qwen3.5-2B-Pingala8-2bit-v2.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778189408,52,13.9793,2.839726,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-r3.log
Qwen3.5-2B,Pingala-8 v2,Qwen3.5-2B-Pingala8-2bit-v2.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778189408,53,14.0526,2.914755,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-r3.log
Qwen3.5-2B,Pingala-8 v2,Qwen3.5-2B-Pingala8-2bit-v2.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778189408,54,14.1067,2.850299,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-r3.log
Qwen3.5-2B,Pingala-8 v2,Qwen3.5-2B-Pingala8-2bit-v2.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778189408,55,14.1156,2.681339,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-r3.log
Qwen3.5-2B,Pingala-8 v2,Qwen3.5-2B-Pingala8-2bit-v2.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778189408,56,14.1164,2.650454,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-r3.log
Qwen3.5-2B,Pingala-8 v2,Qwen3.5-2B-Pingala8-2bit-v2.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778189408,57,14.1083,2.614621,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-r3.log
Qwen3.5-2B,Pingala-8 v2,Qwen3.5-2B-Pingala8-2bit-v2.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778189408,58,14.1208,2.698129,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-r3.log
Qwen3.5-2B,Pingala-8 v2,Qwen3.5-2B-Pingala8-2bit-v2.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778189408,59,14.1355,2.709037,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-r3.log
Qwen3.5-2B,Pingala-8 v2,Qwen3.5-2B-Pingala8-2bit-v2.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778189408,60,14.1359,2.650387,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-r3.log
Qwen3.5-2B,Pingala-8 v2,Qwen3.5-2B-Pingala8-2bit-v2.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778189408,61,14.0955,2.474132,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-r3.log
Qwen3.5-2B,Pingala-8 v2,Qwen3.5-2B-Pingala8-2bit-v2.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778189408,62,14.0633,2.504060,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-r3.log
Qwen3.5-2B,Pingala-8 v2,Qwen3.5-2B-Pingala8-2bit-v2.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778189408,63,14.0671,2.660589,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-r3.log
Qwen3.5-2B,Pingala-8 v2,Qwen3.5-2B-Pingala8-2bit-v2.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778189408,64,14.0514,2.572370,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-r3.log
Qwen3.5-2B,Pingala-8 v2,Qwen3.5-2B-Pingala8-2bit-v2.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778189408,65,14.0225,2.508897,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-r3.log
Qwen3.5-2B,Pingala-8 v2,Qwen3.5-2B-Pingala8-2bit-v2.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778189408,66,14.0097,2.580390,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-r3.log
Qwen3.5-2B,Pingala-8 v2,Qwen3.5-2B-Pingala8-2bit-v2.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778189408,67,14.0287,2.730554,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-r3.log
Qwen3.5-2B,Pingala-8 v2,Qwen3.5-2B-Pingala8-2bit-v2.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778189408,68,14.0327,2.660491,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-r3.log
Qwen3.5-2B,Pingala-8 v2,Qwen3.5-2B-Pingala8-2bit-v2.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778189408,69,13.8968,1.969901,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-r3.log
Qwen3.5-2B,Pingala-8 v2,Qwen3.5-2B-Pingala8-2bit-v2.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778189408,70,13.9916,3.107557,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-r3.log
Qwen3.5-2B,Pingala-8 v2,Qwen3.5-2B-Pingala8-2bit-v2.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778189408,71,14.0050,2.706423,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-r3.log
Qwen3.5-2B,Pingala-8 v2,Qwen3.5-2B-Pingala8-2bit-v2.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778189408,72,14.0573,2.907789,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-r3.log
Qwen3.5-2B,UD-IQ2_M,Qwen3.5-2B-UD-IQ2_M.gguf,unsloth/Qwen3.5-2B-GGUF,859857152,1,14.0492,2.642565,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_UD-IQ2_M.log
Qwen3.5-2B,UD-IQ2_M,Qwen3.5-2B-UD-IQ2_M.gguf,unsloth/Qwen3.5-2B-GGUF,859857152,2,16.8546,3.006682,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_UD-IQ2_M.log
Qwen3.5-2B,UD-IQ2_M,Qwen3.5-2B-UD-IQ2_M.gguf,unsloth/Qwen3.5-2B-GGUF,859857152,3,14.7605,2.426617,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_UD-IQ2_M.log
Qwen3.5-2B,UD-IQ2_M,Qwen3.5-2B-UD-IQ2_M.gguf,unsloth/Qwen3.5-2B-GGUF,859857152,4,13.0209,2.190359,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_UD-IQ2_M.log
Qwen3.5-2B,UD-IQ2_M,Qwen3.5-2B-UD-IQ2_M.gguf,unsloth/Qwen3.5-2B-GGUF,859857152,5,13.6357,2.797234,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_UD-IQ2_M.log
Qwen3.5-2B,UD-IQ2_M,Qwen3.5-2B-UD-IQ2_M.gguf,unsloth/Qwen3.5-2B-GGUF,859857152,6,13.8847,2.721268,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_UD-IQ2_M.log
Qwen3.5-2B,UD-IQ2_M,Qwen3.5-2B-UD-IQ2_M.gguf,unsloth/Qwen3.5-2B-GGUF,859857152,7,14.0017,2.689526,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_UD-IQ2_M.log
Qwen3.5-2B,UD-IQ2_M,Qwen3.5-2B-UD-IQ2_M.gguf,unsloth/Qwen3.5-2B-GGUF,859857152,8,14.2380,2.773064,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_UD-IQ2_M.log
Qwen3.5-2B,UD-IQ2_M,Qwen3.5-2B-UD-IQ2_M.gguf,unsloth/Qwen3.5-2B-GGUF,859857152,9,14.5437,2.847106,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_UD-IQ2_M.log
Qwen3.5-2B,UD-IQ2_M,Qwen3.5-2B-UD-IQ2_M.gguf,unsloth/Qwen3.5-2B-GGUF,859857152,10,14.2318,2.460368,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_UD-IQ2_M.log
Qwen3.5-2B,UD-IQ2_M,Qwen3.5-2B-UD-IQ2_M.gguf,unsloth/Qwen3.5-2B-GGUF,859857152,11,14.4320,2.809139,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_UD-IQ2_M.log
Qwen3.5-2B,UD-IQ2_M,Qwen3.5-2B-UD-IQ2_M.gguf,unsloth/Qwen3.5-2B-GGUF,859857152,12,14.4402,2.676264,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_UD-IQ2_M.log
Qwen3.5-2B,UD-IQ2_M,Qwen3.5-2B-UD-IQ2_M.gguf,unsloth/Qwen3.5-2B-GGUF,859857152,13,14.5550,2.772958,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_UD-IQ2_M.log
Qwen3.5-2B,UD-IQ2_M,Qwen3.5-2B-UD-IQ2_M.gguf,unsloth/Qwen3.5-2B-GGUF,859857152,14,15.0101,3.108977,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_UD-IQ2_M.log
Qwen3.5-2B,UD-IQ2_M,Qwen3.5-2B-UD-IQ2_M.gguf,unsloth/Qwen3.5-2B-GGUF,859857152,15,15.1023,2.800579,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_UD-IQ2_M.log
Qwen3.5-2B,UD-IQ2_M,Qwen3.5-2B-UD-IQ2_M.gguf,unsloth/Qwen3.5-2B-GGUF,859857152,16,14.8092,2.401272,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_UD-IQ2_M.log
Qwen3.5-2B,UD-IQ2_M,Qwen3.5-2B-UD-IQ2_M.gguf,unsloth/Qwen3.5-2B-GGUF,859857152,17,14.6212,2.478055,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_UD-IQ2_M.log
Qwen3.5-2B,UD-IQ2_M,Qwen3.5-2B-UD-IQ2_M.gguf,unsloth/Qwen3.5-2B-GGUF,859857152,18,14.4054,2.414823,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_UD-IQ2_M.log
Qwen3.5-2B,UD-IQ2_M,Qwen3.5-2B-UD-IQ2_M.gguf,unsloth/Qwen3.5-2B-GGUF,859857152,19,14.0208,2.153440,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_UD-IQ2_M.log
Qwen3.5-2B,UD-IQ2_M,Qwen3.5-2B-UD-IQ2_M.gguf,unsloth/Qwen3.5-2B-GGUF,859857152,20,13.6664,2.128508,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_UD-IQ2_M.log
Qwen3.5-2B,UD-IQ2_M,Qwen3.5-2B-UD-IQ2_M.gguf,unsloth/Qwen3.5-2B-GGUF,859857152,21,13.6388,2.572487,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_UD-IQ2_M.log
Qwen3.5-2B,UD-IQ2_M,Qwen3.5-2B-UD-IQ2_M.gguf,unsloth/Qwen3.5-2B-GGUF,859857152,22,14.0680,3.294568,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_UD-IQ2_M.log
Qwen3.5-2B,UD-IQ2_M,Qwen3.5-2B-UD-IQ2_M.gguf,unsloth/Qwen3.5-2B-GGUF,859857152,23,14.4497,3.259634,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_UD-IQ2_M.log
Qwen3.5-2B,UD-IQ2_M,Qwen3.5-2B-UD-IQ2_M.gguf,unsloth/Qwen3.5-2B-GGUF,859857152,24,14.6077,2.931677,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_UD-IQ2_M.log
Qwen3.5-2B,UD-IQ2_M,Qwen3.5-2B-UD-IQ2_M.gguf,unsloth/Qwen3.5-2B-GGUF,859857152,25,14.6672,2.783172,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_UD-IQ2_M.log
Qwen3.5-2B,UD-IQ2_M,Qwen3.5-2B-UD-IQ2_M.gguf,unsloth/Qwen3.5-2B-GGUF,859857152,26,14.5483,2.473985,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_UD-IQ2_M.log
Qwen3.5-2B,UD-IQ2_M,Qwen3.5-2B-UD-IQ2_M.gguf,unsloth/Qwen3.5-2B-GGUF,859857152,27,14.4134,2.425947,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_UD-IQ2_M.log
Qwen3.5-2B,UD-IQ2_M,Qwen3.5-2B-UD-IQ2_M.gguf,unsloth/Qwen3.5-2B-GGUF,859857152,28,14.2326,2.314708,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_UD-IQ2_M.log
Qwen3.5-2B,UD-IQ2_M,Qwen3.5-2B-UD-IQ2_M.gguf,unsloth/Qwen3.5-2B-GGUF,859857152,29,13.9828,2.142029,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_UD-IQ2_M.log
Qwen3.5-2B,UD-IQ2_M,Qwen3.5-2B-UD-IQ2_M.gguf,unsloth/Qwen3.5-2B-GGUF,859857152,30,13.9005,2.460732,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_UD-IQ2_M.log
Qwen3.5-2B,UD-IQ2_M,Qwen3.5-2B-UD-IQ2_M.gguf,unsloth/Qwen3.5-2B-GGUF,859857152,31,13.9725,2.792080,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_UD-IQ2_M.log
Qwen3.5-2B,UD-IQ2_M,Qwen3.5-2B-UD-IQ2_M.gguf,unsloth/Qwen3.5-2B-GGUF,859857152,32,14.1266,2.988081,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_UD-IQ2_M.log
Qwen3.5-2B,UD-IQ2_M,Qwen3.5-2B-UD-IQ2_M.gguf,unsloth/Qwen3.5-2B-GGUF,859857152,33,14.0584,2.488357,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_UD-IQ2_M.log
Qwen3.5-2B,UD-IQ2_M,Qwen3.5-2B-UD-IQ2_M.gguf,unsloth/Qwen3.5-2B-GGUF,859857152,34,14.0449,2.610555,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_UD-IQ2_M.log
Qwen3.5-2B,UD-IQ2_M,Qwen3.5-2B-UD-IQ2_M.gguf,unsloth/Qwen3.5-2B-GGUF,859857152,35,14.0280,2.600119,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_UD-IQ2_M.log
Qwen3.5-2B,UD-IQ2_M,Qwen3.5-2B-UD-IQ2_M.gguf,unsloth/Qwen3.5-2B-GGUF,859857152,36,14.0228,2.627708,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_UD-IQ2_M.log
Qwen3.5-2B,UD-IQ2_M,Qwen3.5-2B-UD-IQ2_M.gguf,unsloth/Qwen3.5-2B-GGUF,859857152,37,14.2125,3.137864,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_UD-IQ2_M.log
Qwen3.5-2B,UD-IQ2_M,Qwen3.5-2B-UD-IQ2_M.gguf,unsloth/Qwen3.5-2B-GGUF,859857152,38,14.1687,2.536833,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_UD-IQ2_M.log
Qwen3.5-2B,UD-IQ2_M,Qwen3.5-2B-UD-IQ2_M.gguf,unsloth/Qwen3.5-2B-GGUF,859857152,39,14.1412,2.575267,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_UD-IQ2_M.log
Qwen3.5-2B,UD-IQ2_M,Qwen3.5-2B-UD-IQ2_M.gguf,unsloth/Qwen3.5-2B-GGUF,859857152,40,14.1937,2.797320,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_UD-IQ2_M.log
Qwen3.5-2B,UD-IQ2_M,Qwen3.5-2B-UD-IQ2_M.gguf,unsloth/Qwen3.5-2B-GGUF,859857152,41,14.1647,2.568943,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_UD-IQ2_M.log
Qwen3.5-2B,UD-IQ2_M,Qwen3.5-2B-UD-IQ2_M.gguf,unsloth/Qwen3.5-2B-GGUF,859857152,42,13.9924,2.136731,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_UD-IQ2_M.log
Qwen3.5-2B,UD-IQ2_M,Qwen3.5-2B-UD-IQ2_M.gguf,unsloth/Qwen3.5-2B-GGUF,859857152,43,14.0107,2.694715,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_UD-IQ2_M.log
Qwen3.5-2B,UD-IQ2_M,Qwen3.5-2B-UD-IQ2_M.gguf,unsloth/Qwen3.5-2B-GGUF,859857152,44,14.0197,2.668076,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_UD-IQ2_M.log
Qwen3.5-2B,UD-IQ2_M,Qwen3.5-2B-UD-IQ2_M.gguf,unsloth/Qwen3.5-2B-GGUF,859857152,45,14.1096,2.928100,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_UD-IQ2_M.log
Qwen3.5-2B,UD-IQ2_M,Qwen3.5-2B-UD-IQ2_M.gguf,unsloth/Qwen3.5-2B-GGUF,859857152,46,14.3045,3.277918,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_UD-IQ2_M.log
Qwen3.5-2B,UD-IQ2_M,Qwen3.5-2B-UD-IQ2_M.gguf,unsloth/Qwen3.5-2B-GGUF,859857152,47,14.5117,3.336483,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_UD-IQ2_M.log
Qwen3.5-2B,UD-IQ2_M,Qwen3.5-2B-UD-IQ2_M.gguf,unsloth/Qwen3.5-2B-GGUF,859857152,48,14.6959,3.280395,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_UD-IQ2_M.log
Qwen3.5-2B,UD-IQ2_M,Qwen3.5-2B-UD-IQ2_M.gguf,unsloth/Qwen3.5-2B-GGUF,859857152,49,14.7752,2.951265,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_UD-IQ2_M.log
Qwen3.5-2B,UD-IQ2_M,Qwen3.5-2B-UD-IQ2_M.gguf,unsloth/Qwen3.5-2B-GGUF,859857152,50,14.8138,2.823404,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_UD-IQ2_M.log
Qwen3.5-2B,UD-IQ2_M,Qwen3.5-2B-UD-IQ2_M.gguf,unsloth/Qwen3.5-2B-GGUF,859857152,51,14.8061,2.669043,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_UD-IQ2_M.log
Qwen3.5-2B,UD-IQ2_M,Qwen3.5-2B-UD-IQ2_M.gguf,unsloth/Qwen3.5-2B-GGUF,859857152,52,14.8703,2.920026,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_UD-IQ2_M.log
Qwen3.5-2B,UD-IQ2_M,Qwen3.5-2B-UD-IQ2_M.gguf,unsloth/Qwen3.5-2B-GGUF,859857152,53,14.9479,2.975225,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_UD-IQ2_M.log
Qwen3.5-2B,UD-IQ2_M,Qwen3.5-2B-UD-IQ2_M.gguf,unsloth/Qwen3.5-2B-GGUF,859857152,54,15.0020,2.899657,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_UD-IQ2_M.log
Qwen3.5-2B,UD-IQ2_M,Qwen3.5-2B-UD-IQ2_M.gguf,unsloth/Qwen3.5-2B-GGUF,859857152,55,15.0024,2.709650,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_UD-IQ2_M.log
Qwen3.5-2B,UD-IQ2_M,Qwen3.5-2B-UD-IQ2_M.gguf,unsloth/Qwen3.5-2B-GGUF,859857152,56,14.9815,2.630142,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_UD-IQ2_M.log
Qwen3.5-2B,UD-IQ2_M,Qwen3.5-2B-UD-IQ2_M.gguf,unsloth/Qwen3.5-2B-GGUF,859857152,57,14.9617,2.631433,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_UD-IQ2_M.log
Qwen3.5-2B,UD-IQ2_M,Qwen3.5-2B-UD-IQ2_M.gguf,unsloth/Qwen3.5-2B-GGUF,859857152,58,14.9864,2.801166,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_UD-IQ2_M.log
Qwen3.5-2B,UD-IQ2_M,Qwen3.5-2B-UD-IQ2_M.gguf,unsloth/Qwen3.5-2B-GGUF,859857152,59,15.0021,2.768920,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_UD-IQ2_M.log
Qwen3.5-2B,UD-IQ2_M,Qwen3.5-2B-UD-IQ2_M.gguf,unsloth/Qwen3.5-2B-GGUF,859857152,60,15.0359,2.843219,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_UD-IQ2_M.log
Qwen3.5-2B,UD-IQ2_M,Qwen3.5-2B-UD-IQ2_M.gguf,unsloth/Qwen3.5-2B-GGUF,859857152,61,14.9872,2.512546,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_UD-IQ2_M.log
Qwen3.5-2B,UD-IQ2_M,Qwen3.5-2B-UD-IQ2_M.gguf,unsloth/Qwen3.5-2B-GGUF,859857152,62,14.9506,2.555602,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_UD-IQ2_M.log
Qwen3.5-2B,UD-IQ2_M,Qwen3.5-2B-UD-IQ2_M.gguf,unsloth/Qwen3.5-2B-GGUF,859857152,63,14.9535,2.716970,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_UD-IQ2_M.log
Qwen3.5-2B,UD-IQ2_M,Qwen3.5-2B-UD-IQ2_M.gguf,unsloth/Qwen3.5-2B-GGUF,859857152,64,14.9398,2.646283,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_UD-IQ2_M.log
Qwen3.5-2B,UD-IQ2_M,Qwen3.5-2B-UD-IQ2_M.gguf,unsloth/Qwen3.5-2B-GGUF,859857152,65,14.8985,2.524092,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_UD-IQ2_M.log
Qwen3.5-2B,UD-IQ2_M,Qwen3.5-2B-UD-IQ2_M.gguf,unsloth/Qwen3.5-2B-GGUF,859857152,66,14.9041,2.726064,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_UD-IQ2_M.log
Qwen3.5-2B,UD-IQ2_M,Qwen3.5-2B-UD-IQ2_M.gguf,unsloth/Qwen3.5-2B-GGUF,859857152,67,14.9265,2.802258,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_UD-IQ2_M.log
Qwen3.5-2B,UD-IQ2_M,Qwen3.5-2B-UD-IQ2_M.gguf,unsloth/Qwen3.5-2B-GGUF,859857152,68,14.9263,2.702227,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_UD-IQ2_M.log
Qwen3.5-2B,UD-IQ2_M,Qwen3.5-2B-UD-IQ2_M.gguf,unsloth/Qwen3.5-2B-GGUF,859857152,69,14.7867,2.054757,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_UD-IQ2_M.log
Qwen3.5-2B,UD-IQ2_M,Qwen3.5-2B-UD-IQ2_M.gguf,unsloth/Qwen3.5-2B-GGUF,859857152,70,14.8856,3.160360,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_UD-IQ2_M.log
Qwen3.5-2B,UD-IQ2_M,Qwen3.5-2B-UD-IQ2_M.gguf,unsloth/Qwen3.5-2B-GGUF,859857152,71,14.8990,2.764280,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_UD-IQ2_M.log
Qwen3.5-2B,UD-IQ2_M,Qwen3.5-2B-UD-IQ2_M.gguf,unsloth/Qwen3.5-2B-GGUF,859857152,72,14.9555,2.973816,llama.cpp upstream 889f2ec,"CPU only (CUDA hidden), 12 threads",q2b_ppl_UD-IQ2_M.log
Qwen3.5-2B,Pingala-8 v1,Qwen3.5-2B-Pingala8-2bit.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778744192,1,14.2418,2.656181,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-2bit.log
Qwen3.5-2B,Pingala-8 v1,Qwen3.5-2B-Pingala8-2bit.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778744192,2,17.6913,3.089965,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-2bit.log
Qwen3.5-2B,Pingala-8 v1,Qwen3.5-2B-Pingala8-2bit.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778744192,3,15.2476,2.427120,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-2bit.log
Qwen3.5-2B,Pingala-8 v1,Qwen3.5-2B-Pingala8-2bit.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778744192,4,13.4813,2.231948,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-2bit.log
Qwen3.5-2B,Pingala-8 v1,Qwen3.5-2B-Pingala8-2bit.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778744192,5,14.1643,2.848409,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-2bit.log
Qwen3.5-2B,Pingala-8 v1,Qwen3.5-2B-Pingala8-2bit.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778744192,6,14.3990,2.749329,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-2bit.log
Qwen3.5-2B,Pingala-8 v1,Qwen3.5-2B-Pingala8-2bit.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778744192,7,14.6019,2.765109,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-2bit.log
Qwen3.5-2B,Pingala-8 v1,Qwen3.5-2B-Pingala8-2bit.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778744192,8,14.9081,2.847176,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-2bit.log
Qwen3.5-2B,Pingala-8 v1,Qwen3.5-2B-Pingala8-2bit.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778744192,9,15.2834,2.925668,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-2bit.log
Qwen3.5-2B,Pingala-8 v1,Qwen3.5-2B-Pingala8-2bit.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778744192,10,14.9243,2.489002,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-2bit.log
Qwen3.5-2B,Pingala-8 v1,Qwen3.5-2B-Pingala8-2bit.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778744192,11,15.1204,2.846586,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-2bit.log
Qwen3.5-2B,Pingala-8 v1,Qwen3.5-2B-Pingala8-2bit.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778744192,12,15.1755,2.759694,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-2bit.log
Qwen3.5-2B,Pingala-8 v1,Qwen3.5-2B-Pingala8-2bit.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778744192,13,15.3180,2.841184,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-2bit.log
Qwen3.5-2B,Pingala-8 v1,Qwen3.5-2B-Pingala8-2bit.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778744192,14,15.8089,3.170651,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-2bit.log
Qwen3.5-2B,Pingala-8 v1,Qwen3.5-2B-Pingala8-2bit.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778744192,15,15.9015,2.848179,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-2bit.log
Qwen3.5-2B,Pingala-8 v1,Qwen3.5-2B-Pingala8-2bit.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778744192,16,15.6476,2.508879,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-2bit.log
Qwen3.5-2B,Pingala-8 v1,Qwen3.5-2B-Pingala8-2bit.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778744192,17,15.4770,2.563955,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-2bit.log
Qwen3.5-2B,Pingala-8 v1,Qwen3.5-2B-Pingala8-2bit.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778744192,18,15.2714,2.498636,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-2bit.log
Qwen3.5-2B,Pingala-8 v1,Qwen3.5-2B-Pingala8-2bit.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778744192,19,14.8134,2.147439,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-2bit.log
Qwen3.5-2B,Pingala-8 v1,Qwen3.5-2B-Pingala8-2bit.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778744192,20,14.4063,2.138201,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-2bit.log
Qwen3.5-2B,Pingala-8 v1,Qwen3.5-2B-Pingala8-2bit.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778744192,21,14.3602,2.600358,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-2bit.log
Qwen3.5-2B,Pingala-8 v1,Qwen3.5-2B-Pingala8-2bit.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778744192,22,14.8010,3.329614,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-2bit.log
Qwen3.5-2B,Pingala-8 v1,Qwen3.5-2B-Pingala8-2bit.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778744192,23,15.1762,3.270469,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-2bit.log
Qwen3.5-2B,Pingala-8 v1,Qwen3.5-2B-Pingala8-2bit.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778744192,24,15.3251,2.954055,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-2bit.log
Qwen3.5-2B,Pingala-8 v1,Qwen3.5-2B-Pingala8-2bit.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778744192,25,15.4088,2.865661,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-2bit.log
Qwen3.5-2B,Pingala-8 v1,Qwen3.5-2B-Pingala8-2bit.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778744192,26,15.2775,2.512441,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-2bit.log
Qwen3.5-2B,Pingala-8 v1,Qwen3.5-2B-Pingala8-2bit.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778744192,27,15.1051,2.419966,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-2bit.log
Qwen3.5-2B,Pingala-8 v1,Qwen3.5-2B-Pingala8-2bit.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778744192,28,14.9072,2.345765,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-2bit.log
Qwen3.5-2B,Pingala-8 v1,Qwen3.5-2B-Pingala8-2bit.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778744192,29,14.6385,2.174355,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-2bit.log
Qwen3.5-2B,Pingala-8 v1,Qwen3.5-2B-Pingala8-2bit.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778744192,30,14.5693,2.541501,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-2bit.log
Qwen3.5-2B,Pingala-8 v1,Qwen3.5-2B-Pingala8-2bit.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778744192,31,14.6637,2.879129,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-2bit.log
Qwen3.5-2B,Pingala-8 v1,Qwen3.5-2B-Pingala8-2bit.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778744192,32,14.8330,3.052715,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-2bit.log
Qwen3.5-2B,Pingala-8 v1,Qwen3.5-2B-Pingala8-2bit.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778744192,33,14.7769,2.571808,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-2bit.log
Qwen3.5-2B,Pingala-8 v1,Qwen3.5-2B-Pingala8-2bit.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778744192,34,14.7926,2.729170,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-2bit.log
Qwen3.5-2B,Pingala-8 v1,Qwen3.5-2B-Pingala8-2bit.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778744192,35,14.7427,2.575862,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-2bit.log
Qwen3.5-2B,Pingala-8 v1,Qwen3.5-2B-Pingala8-2bit.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778744192,36,14.7720,2.762224,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-2bit.log
Qwen3.5-2B,Pingala-8 v1,Qwen3.5-2B-Pingala8-2bit.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778744192,37,14.9558,3.150264,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-2bit.log
Qwen3.5-2B,Pingala-8 v1,Qwen3.5-2B-Pingala8-2bit.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778744192,38,14.8876,2.531419,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-2bit.log
Qwen3.5-2B,Pingala-8 v1,Qwen3.5-2B-Pingala8-2bit.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778744192,39,14.8625,2.634720,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-2bit.log
Qwen3.5-2B,Pingala-8 v1,Qwen3.5-2B-Pingala8-2bit.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778744192,40,14.9127,2.833719,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-2bit.log
Qwen3.5-2B,Pingala-8 v1,Qwen3.5-2B-Pingala8-2bit.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778744192,41,14.8735,2.594297,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-2bit.log
Qwen3.5-2B,Pingala-8 v1,Qwen3.5-2B-Pingala8-2bit.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778744192,42,14.6927,2.185907,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-2bit.log
Qwen3.5-2B,Pingala-8 v1,Qwen3.5-2B-Pingala8-2bit.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778744192,43,14.7104,2.739121,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-2bit.log
Qwen3.5-2B,Pingala-8 v1,Qwen3.5-2B-Pingala8-2bit.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778744192,44,14.6933,2.637377,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-2bit.log
Qwen3.5-2B,Pingala-8 v1,Qwen3.5-2B-Pingala8-2bit.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778744192,45,14.7724,2.928995,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-2bit.log
Qwen3.5-2B,Pingala-8 v1,Qwen3.5-2B-Pingala8-2bit.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778744192,46,14.9642,3.286165,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-2bit.log
Qwen3.5-2B,Pingala-8 v1,Qwen3.5-2B-Pingala8-2bit.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778744192,47,15.1716,3.352596,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-2bit.log
Qwen3.5-2B,Pingala-8 v1,Qwen3.5-2B-Pingala8-2bit.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778744192,48,15.3651,3.327751,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-2bit.log
Qwen3.5-2B,Pingala-8 v1,Qwen3.5-2B-Pingala8-2bit.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778744192,49,15.4246,2.921480,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-2bit.log
Qwen3.5-2B,Pingala-8 v1,Qwen3.5-2B-Pingala8-2bit.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778744192,50,15.4559,2.837322,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-2bit.log
Qwen3.5-2B,Pingala-8 v1,Qwen3.5-2B-Pingala8-2bit.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778744192,51,15.4569,2.741290,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-2bit.log
Qwen3.5-2B,Pingala-8 v1,Qwen3.5-2B-Pingala8-2bit.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778744192,52,15.5527,3.059351,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-2bit.log
Qwen3.5-2B,Pingala-8 v1,Qwen3.5-2B-Pingala8-2bit.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778744192,53,15.6414,3.045645,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-2bit.log
Qwen3.5-2B,Pingala-8 v1,Qwen3.5-2B-Pingala8-2bit.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778744192,54,15.6991,2.948757,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-2bit.log
Qwen3.5-2B,Pingala-8 v1,Qwen3.5-2B-Pingala8-2bit.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778744192,55,15.6935,2.733981,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-2bit.log
Qwen3.5-2B,Pingala-8 v1,Qwen3.5-2B-Pingala8-2bit.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778744192,56,15.6906,2.742897,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-2bit.log
Qwen3.5-2B,Pingala-8 v1,Qwen3.5-2B-Pingala8-2bit.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778744192,57,15.6796,2.713088,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-2bit.log
Qwen3.5-2B,Pingala-8 v1,Qwen3.5-2B-Pingala8-2bit.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778744192,58,15.7038,2.841809,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-2bit.log
Qwen3.5-2B,Pingala-8 v1,Qwen3.5-2B-Pingala8-2bit.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778744192,59,15.7072,2.766675,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-2bit.log
Qwen3.5-2B,Pingala-8 v1,Qwen3.5-2B-Pingala8-2bit.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778744192,60,15.7048,2.744951,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-2bit.log
Qwen3.5-2B,Pingala-8 v1,Qwen3.5-2B-Pingala8-2bit.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778744192,61,15.6456,2.523589,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-2bit.log
Qwen3.5-2B,Pingala-8 v1,Qwen3.5-2B-Pingala8-2bit.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778744192,62,15.6059,2.592668,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-2bit.log
Qwen3.5-2B,Pingala-8 v1,Qwen3.5-2B-Pingala8-2bit.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778744192,63,15.6168,2.791636,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-2bit.log
Qwen3.5-2B,Pingala-8 v1,Qwen3.5-2B-Pingala8-2bit.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778744192,64,15.5926,2.649095,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-2bit.log
Qwen3.5-2B,Pingala-8 v1,Qwen3.5-2B-Pingala8-2bit.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778744192,65,15.5658,2.634981,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-2bit.log
Qwen3.5-2B,Pingala-8 v1,Qwen3.5-2B-Pingala8-2bit.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778744192,66,15.5536,2.693327,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-2bit.log
Qwen3.5-2B,Pingala-8 v1,Qwen3.5-2B-Pingala8-2bit.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778744192,67,15.5715,2.821355,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-2bit.log
Qwen3.5-2B,Pingala-8 v1,Qwen3.5-2B-Pingala8-2bit.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778744192,68,15.5716,2.745879,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-2bit.log
Qwen3.5-2B,Pingala-8 v1,Qwen3.5-2B-Pingala8-2bit.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778744192,69,15.4229,2.083371,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-2bit.log
Qwen3.5-2B,Pingala-8 v1,Qwen3.5-2B-Pingala8-2bit.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778744192,70,15.5282,3.212155,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-2bit.log
Qwen3.5-2B,Pingala-8 v1,Qwen3.5-2B-Pingala8-2bit.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778744192,71,15.5476,2.831305,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-2bit.log
Qwen3.5-2B,Pingala-8 v1,Qwen3.5-2B-Pingala8-2bit.gguf,Genrius-AI/Qwen3.5-2B-Pingala8-2bit,778744192,72,15.6193,3.075181,Pingala-8 runtime (patched llama.cpp),GPU,q2b_ppl_Pingala8-2bit.log
Qwen3.5-2B,UD-IQ2_XXS,Qwen3.5-2B-UD-IQ2_XXS.gguf,unsloth/Qwen3.5-2B-GGUF,768270592,1,20.6642,3.028403,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_UD-IQ2_XXS.log
Qwen3.5-2B,UD-IQ2_XXS,Qwen3.5-2B-UD-IQ2_XXS.gguf,unsloth/Qwen3.5-2B-GGUF,768270592,2,25.0724,3.415133,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_UD-IQ2_XXS.log
Qwen3.5-2B,UD-IQ2_XXS,Qwen3.5-2B-UD-IQ2_XXS.gguf,unsloth/Qwen3.5-2B-GGUF,768270592,3,22.1831,2.854457,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_UD-IQ2_XXS.log
Qwen3.5-2B,UD-IQ2_XXS,Qwen3.5-2B-UD-IQ2_XXS.gguf,unsloth/Qwen3.5-2B-GGUF,768270592,4,19.4626,2.575986,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_UD-IQ2_XXS.log
Qwen3.5-2B,UD-IQ2_XXS,Qwen3.5-2B-UD-IQ2_XXS.gguf,unsloth/Qwen3.5-2B-GGUF,768270592,5,20.7588,3.290873,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_UD-IQ2_XXS.log
Qwen3.5-2B,UD-IQ2_XXS,Qwen3.5-2B-UD-IQ2_XXS.gguf,unsloth/Qwen3.5-2B-GGUF,768270592,6,21.7918,3.324351,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_UD-IQ2_XXS.log
Qwen3.5-2B,UD-IQ2_XXS,Qwen3.5-2B-UD-IQ2_XXS.gguf,unsloth/Qwen3.5-2B-GGUF,768270592,7,21.8411,3.097352,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_UD-IQ2_XXS.log
Qwen3.5-2B,UD-IQ2_XXS,Qwen3.5-2B-UD-IQ2_XXS.gguf,unsloth/Qwen3.5-2B-GGUF,768270592,8,22.2643,3.237321,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_UD-IQ2_XXS.log
Qwen3.5-2B,UD-IQ2_XXS,Qwen3.5-2B-UD-IQ2_XXS.gguf,unsloth/Qwen3.5-2B-GGUF,768270592,9,22.7851,3.311085,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_UD-IQ2_XXS.log
Qwen3.5-2B,UD-IQ2_XXS,Qwen3.5-2B-UD-IQ2_XXS.gguf,unsloth/Qwen3.5-2B-GGUF,768270592,10,22.1284,2.833657,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_UD-IQ2_XXS.log
Qwen3.5-2B,UD-IQ2_XXS,Qwen3.5-2B-UD-IQ2_XXS.gguf,unsloth/Qwen3.5-2B-GGUF,768270592,11,22.4841,3.272274,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_UD-IQ2_XXS.log
Qwen3.5-2B,UD-IQ2_XXS,Qwen3.5-2B-UD-IQ2_XXS.gguf,unsloth/Qwen3.5-2B-GGUF,768270592,12,22.5090,3.126090,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_UD-IQ2_XXS.log
Qwen3.5-2B,UD-IQ2_XXS,Qwen3.5-2B-UD-IQ2_XXS.gguf,unsloth/Qwen3.5-2B-GGUF,768270592,13,22.7185,3.234352,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_UD-IQ2_XXS.log
Qwen3.5-2B,UD-IQ2_XXS,Qwen3.5-2B-UD-IQ2_XXS.gguf,unsloth/Qwen3.5-2B-GGUF,768270592,14,23.4471,3.565121,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_UD-IQ2_XXS.log
Qwen3.5-2B,UD-IQ2_XXS,Qwen3.5-2B-UD-IQ2_XXS.gguf,unsloth/Qwen3.5-2B-GGUF,768270592,15,23.5457,3.217693,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_UD-IQ2_XXS.log
Qwen3.5-2B,UD-IQ2_XXS,Qwen3.5-2B-UD-IQ2_XXS.gguf,unsloth/Qwen3.5-2B-GGUF,768270592,16,23.1144,2.863145,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_UD-IQ2_XXS.log
Qwen3.5-2B,UD-IQ2_XXS,Qwen3.5-2B-UD-IQ2_XXS.gguf,unsloth/Qwen3.5-2B-GGUF,768270592,17,22.7748,2.888836,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_UD-IQ2_XXS.log
Qwen3.5-2B,UD-IQ2_XXS,Qwen3.5-2B-UD-IQ2_XXS.gguf,unsloth/Qwen3.5-2B-GGUF,768270592,18,22.3890,2.818127,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_UD-IQ2_XXS.log
Qwen3.5-2B,UD-IQ2_XXS,Qwen3.5-2B-UD-IQ2_XXS.gguf,unsloth/Qwen3.5-2B-GGUF,768270592,19,21.8272,2.625725,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_UD-IQ2_XXS.log
Qwen3.5-2B,UD-IQ2_XXS,Qwen3.5-2B-UD-IQ2_XXS.gguf,unsloth/Qwen3.5-2B-GGUF,768270592,20,21.3691,2.658938,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_UD-IQ2_XXS.log
Qwen3.5-2B,UD-IQ2_XXS,Qwen3.5-2B-UD-IQ2_XXS.gguf,unsloth/Qwen3.5-2B-GGUF,768270592,21,21.4089,3.101022,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_UD-IQ2_XXS.log
Qwen3.5-2B,UD-IQ2_XXS,Qwen3.5-2B-UD-IQ2_XXS.gguf,unsloth/Qwen3.5-2B-GGUF,768270592,22,22.0597,3.722612,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_UD-IQ2_XXS.log
Qwen3.5-2B,UD-IQ2_XXS,Qwen3.5-2B-UD-IQ2_XXS.gguf,unsloth/Qwen3.5-2B-GGUF,768270592,23,22.6221,3.672775,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_UD-IQ2_XXS.log
Qwen3.5-2B,UD-IQ2_XXS,Qwen3.5-2B-UD-IQ2_XXS.gguf,unsloth/Qwen3.5-2B-GGUF,768270592,24,22.8522,3.361809,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_UD-IQ2_XXS.log
Qwen3.5-2B,UD-IQ2_XXS,Qwen3.5-2B-UD-IQ2_XXS.gguf,unsloth/Qwen3.5-2B-GGUF,768270592,25,22.9837,3.272494,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_UD-IQ2_XXS.log
Qwen3.5-2B,UD-IQ2_XXS,Qwen3.5-2B-UD-IQ2_XXS.gguf,unsloth/Qwen3.5-2B-GGUF,768270592,26,22.7777,2.900700,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_UD-IQ2_XXS.log
Qwen3.5-2B,UD-IQ2_XXS,Qwen3.5-2B-UD-IQ2_XXS.gguf,unsloth/Qwen3.5-2B-GGUF,768270592,27,22.5285,2.828760,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_UD-IQ2_XXS.log
Qwen3.5-2B,UD-IQ2_XXS,Qwen3.5-2B-UD-IQ2_XXS.gguf,unsloth/Qwen3.5-2B-GGUF,768270592,28,22.2205,2.729336,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_UD-IQ2_XXS.log
Qwen3.5-2B,UD-IQ2_XXS,Qwen3.5-2B-UD-IQ2_XXS.gguf,unsloth/Qwen3.5-2B-GGUF,768270592,29,21.7981,2.544433,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_UD-IQ2_XXS.log
Qwen3.5-2B,UD-IQ2_XXS,Qwen3.5-2B-UD-IQ2_XXS.gguf,unsloth/Qwen3.5-2B-GGUF,768270592,30,21.6422,2.866492,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_UD-IQ2_XXS.log
Qwen3.5-2B,UD-IQ2_XXS,Qwen3.5-2B-UD-IQ2_XXS.gguf,unsloth/Qwen3.5-2B-GGUF,768270592,31,21.8441,3.362503,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_UD-IQ2_XXS.log
Qwen3.5-2B,UD-IQ2_XXS,Qwen3.5-2B-UD-IQ2_XXS.gguf,unsloth/Qwen3.5-2B-GGUF,768270592,32,22.0997,3.456192,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_UD-IQ2_XXS.log
Qwen3.5-2B,UD-IQ2_XXS,Qwen3.5-2B-UD-IQ2_XXS.gguf,unsloth/Qwen3.5-2B-GGUF,768270592,33,22.0721,3.054325,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_UD-IQ2_XXS.log
Qwen3.5-2B,UD-IQ2_XXS,Qwen3.5-2B-UD-IQ2_XXS.gguf,unsloth/Qwen3.5-2B-GGUF,768270592,34,22.1665,3.239419,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_UD-IQ2_XXS.log
Qwen3.5-2B,UD-IQ2_XXS,Qwen3.5-2B-UD-IQ2_XXS.gguf,unsloth/Qwen3.5-2B-GGUF,768270592,35,22.1700,3.104108,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_UD-IQ2_XXS.log
Qwen3.5-2B,UD-IQ2_XXS,Qwen3.5-2B-UD-IQ2_XXS.gguf,unsloth/Qwen3.5-2B-GGUF,768270592,36,22.1386,3.047716,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_UD-IQ2_XXS.log
Qwen3.5-2B,UD-IQ2_XXS,Qwen3.5-2B-UD-IQ2_XXS.gguf,unsloth/Qwen3.5-2B-GGUF,768270592,37,22.4241,3.571425,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_UD-IQ2_XXS.log
Qwen3.5-2B,UD-IQ2_XXS,Qwen3.5-2B-UD-IQ2_XXS.gguf,unsloth/Qwen3.5-2B-GGUF,768270592,38,22.3046,2.907089,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_UD-IQ2_XXS.log
Qwen3.5-2B,UD-IQ2_XXS,Qwen3.5-2B-UD-IQ2_XXS.gguf,unsloth/Qwen3.5-2B-GGUF,768270592,39,22.2591,3.025154,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_UD-IQ2_XXS.log
Qwen3.5-2B,UD-IQ2_XXS,Qwen3.5-2B-UD-IQ2_XXS.gguf,unsloth/Qwen3.5-2B-GGUF,768270592,40,22.3248,3.220641,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_UD-IQ2_XXS.log
Qwen3.5-2B,UD-IQ2_XXS,Qwen3.5-2B-UD-IQ2_XXS.gguf,unsloth/Qwen3.5-2B-GGUF,768270592,41,22.2378,2.945609,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_UD-IQ2_XXS.log
Qwen3.5-2B,UD-IQ2_XXS,Qwen3.5-2B-UD-IQ2_XXS.gguf,unsloth/Qwen3.5-2B-GGUF,768270592,42,21.8975,2.454109,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_UD-IQ2_XXS.log
Qwen3.5-2B,UD-IQ2_XXS,Qwen3.5-2B-UD-IQ2_XXS.gguf,unsloth/Qwen3.5-2B-GGUF,768270592,43,21.9324,3.154851,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_UD-IQ2_XXS.log
Qwen3.5-2B,UD-IQ2_XXS,Qwen3.5-2B-UD-IQ2_XXS.gguf,unsloth/Qwen3.5-2B-GGUF,768270592,44,21.9968,3.216973,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_UD-IQ2_XXS.log
Qwen3.5-2B,UD-IQ2_XXS,Qwen3.5-2B-UD-IQ2_XXS.gguf,unsloth/Qwen3.5-2B-GGUF,768270592,45,22.1340,3.370702,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_UD-IQ2_XXS.log
Qwen3.5-2B,UD-IQ2_XXS,Qwen3.5-2B-UD-IQ2_XXS.gguf,unsloth/Qwen3.5-2B-GGUF,768270592,46,22.4620,3.773780,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_UD-IQ2_XXS.log
Qwen3.5-2B,UD-IQ2_XXS,Qwen3.5-2B-UD-IQ2_XXS.gguf,unsloth/Qwen3.5-2B-GGUF,768270592,47,22.8148,3.844294,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_UD-IQ2_XXS.log
Qwen3.5-2B,UD-IQ2_XXS,Qwen3.5-2B-UD-IQ2_XXS.gguf,unsloth/Qwen3.5-2B-GGUF,768270592,48,23.1151,3.755088,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_UD-IQ2_XXS.log
Qwen3.5-2B,UD-IQ2_XXS,Qwen3.5-2B-UD-IQ2_XXS.gguf,unsloth/Qwen3.5-2B-GGUF,768270592,49,23.2196,3.361509,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_UD-IQ2_XXS.log
Qwen3.5-2B,UD-IQ2_XXS,Qwen3.5-2B-UD-IQ2_XXS.gguf,unsloth/Qwen3.5-2B-GGUF,768270592,50,23.2984,3.314394,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_UD-IQ2_XXS.log
Qwen3.5-2B,UD-IQ2_XXS,Qwen3.5-2B-UD-IQ2_XXS.gguf,unsloth/Qwen3.5-2B-GGUF,768270592,51,23.3035,3.159547,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_UD-IQ2_XXS.log
Qwen3.5-2B,UD-IQ2_XXS,Qwen3.5-2B-UD-IQ2_XXS.gguf,unsloth/Qwen3.5-2B-GGUF,768270592,52,23.3915,3.344599,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_UD-IQ2_XXS.log
Qwen3.5-2B,UD-IQ2_XXS,Qwen3.5-2B-UD-IQ2_XXS.gguf,unsloth/Qwen3.5-2B-GGUF,768270592,53,23.4929,3.381626,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_UD-IQ2_XXS.log
Qwen3.5-2B,UD-IQ2_XXS,Qwen3.5-2B-UD-IQ2_XXS.gguf,unsloth/Qwen3.5-2B-GGUF,768270592,54,23.5665,3.325608,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_UD-IQ2_XXS.log
Qwen3.5-2B,UD-IQ2_XXS,Qwen3.5-2B-UD-IQ2_XXS.gguf,unsloth/Qwen3.5-2B-GGUF,768270592,55,23.5341,3.084158,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_UD-IQ2_XXS.log
Qwen3.5-2B,UD-IQ2_XXS,Qwen3.5-2B-UD-IQ2_XXS.gguf,unsloth/Qwen3.5-2B-GGUF,768270592,56,23.5322,3.153929,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_UD-IQ2_XXS.log
Qwen3.5-2B,UD-IQ2_XXS,Qwen3.5-2B-UD-IQ2_XXS.gguf,unsloth/Qwen3.5-2B-GGUF,768270592,57,23.5036,3.089052,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_UD-IQ2_XXS.log
Qwen3.5-2B,UD-IQ2_XXS,Qwen3.5-2B-UD-IQ2_XXS.gguf,unsloth/Qwen3.5-2B-GGUF,768270592,58,23.5566,3.287795,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_UD-IQ2_XXS.log
Qwen3.5-2B,UD-IQ2_XXS,Qwen3.5-2B-UD-IQ2_XXS.gguf,unsloth/Qwen3.5-2B-GGUF,768270592,59,23.5714,3.196463,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_UD-IQ2_XXS.log
Qwen3.5-2B,UD-IQ2_XXS,Qwen3.5-2B-UD-IQ2_XXS.gguf,unsloth/Qwen3.5-2B-GGUF,768270592,60,23.5920,3.212448,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_UD-IQ2_XXS.log
Qwen3.5-2B,UD-IQ2_XXS,Qwen3.5-2B-UD-IQ2_XXS.gguf,unsloth/Qwen3.5-2B-GGUF,768270592,61,23.5125,2.955004,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_UD-IQ2_XXS.log
Qwen3.5-2B,UD-IQ2_XXS,Qwen3.5-2B-UD-IQ2_XXS.gguf,unsloth/Qwen3.5-2B-GGUF,768270592,62,23.4421,2.971616,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_UD-IQ2_XXS.log
Qwen3.5-2B,UD-IQ2_XXS,Qwen3.5-2B-UD-IQ2_XXS.gguf,unsloth/Qwen3.5-2B-GGUF,768270592,63,23.4679,3.223832,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_UD-IQ2_XXS.log
Qwen3.5-2B,UD-IQ2_XXS,Qwen3.5-2B-UD-IQ2_XXS.gguf,unsloth/Qwen3.5-2B-GGUF,768270592,64,23.4186,3.021045,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_UD-IQ2_XXS.log
Qwen3.5-2B,UD-IQ2_XXS,Qwen3.5-2B-UD-IQ2_XXS.gguf,unsloth/Qwen3.5-2B-GGUF,768270592,65,23.3789,3.043247,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_UD-IQ2_XXS.log
Qwen3.5-2B,UD-IQ2_XXS,Qwen3.5-2B-UD-IQ2_XXS.gguf,unsloth/Qwen3.5-2B-GGUF,768270592,66,23.3602,3.099022,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_UD-IQ2_XXS.log
Qwen3.5-2B,UD-IQ2_XXS,Qwen3.5-2B-UD-IQ2_XXS.gguf,unsloth/Qwen3.5-2B-GGUF,768270592,67,23.3660,3.167667,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_UD-IQ2_XXS.log
Qwen3.5-2B,UD-IQ2_XXS,Qwen3.5-2B-UD-IQ2_XXS.gguf,unsloth/Qwen3.5-2B-GGUF,768270592,68,23.3488,3.101208,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_UD-IQ2_XXS.log
Qwen3.5-2B,UD-IQ2_XXS,Qwen3.5-2B-UD-IQ2_XXS.gguf,unsloth/Qwen3.5-2B-GGUF,768270592,69,23.1247,2.485090,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_UD-IQ2_XXS.log
Qwen3.5-2B,UD-IQ2_XXS,Qwen3.5-2B-UD-IQ2_XXS.gguf,unsloth/Qwen3.5-2B-GGUF,768270592,70,23.2640,3.561307,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_UD-IQ2_XXS.log
Qwen3.5-2B,UD-IQ2_XXS,Qwen3.5-2B-UD-IQ2_XXS.gguf,unsloth/Qwen3.5-2B-GGUF,768270592,71,23.2979,3.250292,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_UD-IQ2_XXS.log
Qwen3.5-2B,UD-IQ2_XXS,Qwen3.5-2B-UD-IQ2_XXS.gguf,unsloth/Qwen3.5-2B-GGUF,768270592,72,23.4124,3.501348,llama.cpp upstream 889f2ec,GPU; IQ1_S/IQ2_S/IQ3_S tensors on CPU,q2b_ppl_UD-IQ2_XXS.log