Update README.md
Browse files
README.md
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@@ -65,10 +65,8 @@ Data :
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Miqudev's original Q2_K quant :
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- miqu-1-70b.q2_K.gguf,-,Hellaswag,87.75,,400,2024-01-29 01:40:00,,70b,Mistral_Medium,32768,,,GGUF,miqudev,miqudev,
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- miqu-1-70b.q2_K.gguf,-,Hellaswag,86.5,,1000,2024-01-29 01:40:00,,70b,Mistral_Medium,32768,,,GGUF,miqudev,miqudev,
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- miqu-1-70b.q2_K.gguf,-,Hellaswag,86,,2000,2024-01-29 01:40:00,,70b,Mistral_Medium,32768,,,GGUF,miqudev,miqudev,
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- miqu-1-70b.q2_K.gguf,-,Hellaswag_Bin,81.5,,400,2024-01-29 01:40:00,,70b,Mistral_Medium,32768,,,GGUF,miqudev,miqudev,
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- miqu-1-70b.q2_K.gguf,-,Hellaswag_Bin,83.7,,1000,2024-01-29 01:40:00,,70b,Mistral_Medium,32768,,,GGUF,miqudev,miqudev,
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- miqu-1-70b.q2_K.gguf,-,Hellaswag_Bin,84,,2000,2024-01-29 01:40:00,,70b,Mistral_Medium,32768,,,GGUF,miqudev,miqudev,
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- miqu-1-70b.q2_K.gguf,-,Arc-Challenge,56.18729097,,299,2024-01-29 05:40:00,,70b,Mistral_Medium,32768,,,GGUF,miqudev,miqudev,
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@@ -88,9 +86,7 @@ Miqudev's original Q2_K quant :
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Benchs I made with the Q2_K I quantized from Miqudev's Q5_K_M with an intermediary Q8_0 step, and an iMatrix of 12800 tokens from wiki.train.raw :
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- miqu-1-70b-Requant-b2035-iMat-c32_ch400-Q2_K.gguf,-,Hellaswag,88,,400,2024-01-29 01:40:00,,70b,Mistral_Medium,32768,,,GGUF,miqudev,Nexesenex,
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- miqu-1-70b-Requant-b2035-iMat-c32_ch400-Q2_K.gguf,-,Hellaswag,86.8,,1000,2024-01-29 01:40:00,,70b,Mistral_Medium,32768,,,GGUF,miqudev,Nexesenex,
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- miqu-1-70b-Requant-b2035-iMat-c32_ch400-Q2_K.gguf,-,Hellaswag_Bin,81,,400,2024-01-29 01:40:00,,70b,Mistral_Medium,32768,,,GGUF,miqudev,Nexesenex,
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- miqu-1-70b-Requant-b2035-iMat-c32_ch400-Q2_K.gguf,-,Hellaswag_Bin,83.8,,1000,2024-01-29 01:40:00,,70b,Mistral_Medium,32768,,,GGUF,miqudev,Nexesenex,
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- miqu-1-70b-Requant-b2035-iMat-c32_ch400-Q2_K.gguf,-,Arc-Challenge,56.18729097,,299,2024-01-29 05:40:00,,70b,Mistral_Medium,32768,,,GGUF,miqudev,Nexesenex,
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- miqu-1-70b-Requant-b2035-iMat-c32_ch400-Q2_K.gguf,-,Arc-Easy,76.84210526,,570,2024-01-29 05:40:00,,70b,Mistral_Medium,32768,,,GGUF,miqudev,Nexesenex,
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@@ -106,10 +102,8 @@ Notice the perplexity drop brought by the iMatrix despite the requant.
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Benchs I made with the Q3_K_M I quantized from Miqudev's Q5_K_M with an intermediary Q8_0 step, and an iMatrix of 12800 tokens from wiki.train.raw :
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- miqu-1-70b.Q3_K_M.gguf,-,Hellaswag,88.75,,400,2024-01-29 01:40:00,,70b,Mistral_Medium,32768,,,GGUF,miqudev,Nexesenex,
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- miqu-1-70b.Q3_K_M.gguf,-,Hellaswag,88.1,,1000,2024-01-29 01:40:00,,70b,Mistral_Medium,32768,,,GGUF,miqudev,Nexesenex,
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- miqu-1-70b.Q3_K_M.gguf,-,Hellaswag,87.3,,2000,2024-01-29 01:40:00,,70b,Mistral_Medium,32768,,,GGUF,miqudev,Nexesenex,
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- miqu-1-70b.Q3_K_M.gguf,-,Hellaswag_Bin,82,,400,2024-01-29 01:40:00,,70b,Mistral_Medium,32768,,,GGUF,miqudev,Nexesenex,
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- miqu-1-70b.Q3_K_M.gguf,-,Hellaswag_Bin,85.1,,1000,2024-01-29 01:40:00,,70b,Mistral_Medium,32768,,,GGUF,miqudev,Nexesenex,
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- miqu-1-70b.Q3_K_M.gguf,-,Hellaswag_Bin,84.85,,2000,2024-01-29 01:40:00,,70b,Mistral_Medium,32768,,,GGUF,miqudev,Nexesenex,
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- miqu-1-70b.Q3_K_M.gguf,-,Arc-Challenge,57.19063545,,299,2024-01-29 05:40:00,,70b,Mistral_Medium,32768,,,GGUF,miqudev,Nexesenex,
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@@ -122,9 +116,7 @@ Benchs I made with the Q3_K_M I quantized from Miqudev's Q5_K_M with an intermed
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And now, the IQ3_XXS, new SOTA 3 bits quant from LlamaCPP, that I made in the same way :
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- miqu-1-70b.IQ3_XXS.gguf,-,Hellaswag,89,,400,2024-01-29 01:40:00,,70b,Mistral_Medium,32768,,,GGUF,miqudev,Nexesenex,
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- miqu-1-70b.IQ3_XXS.gguf,-,Hellaswag,88.3,,1000,2024-01-29 01:40:00,,70b,Mistral_Medium,32768,,,GGUF,miqudev,Nexesenex,
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- miqu-1-70b.IQ3_XXS.gguf,-,Hellaswag_Bin,82.75,,400,2024-01-29 01:40:00,,70b,Mistral_Medium,32768,,,GGUF,miqudev,Nexesenex,
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- miqu-1-70b.IQ3_XXS.gguf,-,Hellaswag_Bin,85,,1000,2024-01-29 01:40:00,,70b,Mistral_Medium,32768,,,GGUF,miqudev,Nexesenex,
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- miqu-1-70b.IQ3_XXS.gguf,-,Arc-Challenge,55.85284281,,299,2024-01-29 05:40:00,,70b,Mistral_Medium,32768,,,GGUF,miqudev,Nexesenex,
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- miqu-1-70b.IQ3_XXS.gguf,-,Arc-Easy,78.59649123,,570,2024-01-29 05:40:00,,70b,Mistral_Medium,32768,,,GGUF,miqudev,Nexesenex,
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@@ -139,9 +131,7 @@ And now, the IQ3_XXS, new SOTA 3 bits quant from LlamaCPP, that I made in the sa
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Meanwhile, CodeLlama 70b Q2_K benches as such, to compare with Miqu 70B Q2_K originally quantized from FP16 by Miqudev :
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- CodeLlama-70b-Instruct-hf-Q2_K.gguf,-,Hellaswag,76.5,,400,2024-01-30 01:40:00,,70b,CodeLlama,32768,,,GGUF,Meta,Lonestriker,
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- CodeLlama-70b-Instruct-hf-Q2_K.gguf,-,Hellaswag,76.2,,1000,2024-01-30 01:40:00,,70b,CodeLlama,32768,,,GGUF,Meta,Lonestriker,
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- CodeLlama-70b-Instruct-hf-Q2_K.gguf,-,Hellaswag_Bin,69.75,,400,2024-01-30 01:40:00,,70b,CodeLlama,32768,,,GGUF,Meta,Lonestriker,
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- CodeLlama-70b-Instruct-hf-Q2_K.gguf,-,Hellaswag_Bin,72.5,,1000,2024-01-30 01:40:00,,70b,CodeLlama,32768,,,GGUF,Meta,Lonestriker,
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- CodeLlama-70b-Instruct-hf-Q2_K.gguf,-,Arc-Challenge,35.11705686,,299,2024-01-30 05:40:00,,70b,CodeLlama,32768,,,GGUF,Meta,Lonestriker,
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- CodeLlama-70b-Instruct-hf-Q2_K.gguf,-,Arc-Easy,58.77192982,,570,2024-01-30 05:40:00,,70b,CodeLlama,32768,,,GGUF,Meta,Lonestriker,
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@@ -192,7 +182,6 @@ New quants IQ1 :
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V1 :
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- miqu-1-70b-Requant-b2116-iMat-c32_ch400-IQ1_S.gguf,-,Hellaswag,24.25,400,,2024-02-12 00:00:00,,70b,Mistral_Medium,32768,,,GGUF,Miqudev,Nexesenex,
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- miqu-1-70b-Requant-b2116-iMat-c32_ch400-IQ1_S.gguf,-,Hellaswag,22.5,1000,,2024-02-12 00:00:00,,70b,Mistral_Medium,32768,,,GGUF,Miqudev,Nexesenex,
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- miqu-1-70b-Requant-b2116-iMat-c32_ch400-IQ1_S.gguf,-,Arc-Challenge,25.08361204,,299,2024-02-12 00:00:00,,70b,Mistral_Medium,32768,,,GGUF,Miqudev,Nexesenex,
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- miqu-1-70b-Requant-b2116-iMat-c32_ch400-IQ1_S.gguf,-,Arc-Easy,24.56140351,,570,2024-02-12 00:00:00,,70b,Mistral_Medium,32768,,,GGUF,Miqudev,Nexesenex,
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@@ -203,7 +192,6 @@ V1 :
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V2 :
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- miqu-1-70b-Requant-b2128-iMat-c32_ch400-IQ1_S_v2.gguf,-,Hellaswag,76,400,,2024-02-12 00:00:00,,70b,Mistral_Medium,32768,,,GGUF,Miqudev,Nexesenex,
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- miqu-1-70b-Requant-b2128-iMat-c32_ch400-IQ1_S_v2.gguf,-,Hellaswag,76.3,1000,,2024-02-12 00:00:00,,70b,Mistral_Medium,32768,,,GGUF,Miqudev,Nexesenex,
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- miqu-1-70b-Requant-b2128-iMat-c32_ch400-IQ1_S_v2.gguf,-,Arc-Challenge,45.15050167,,299,2024-02-12 00:00:00,,70b,Mistral_Medium,32768,,,GGUF,Miqudev,Nexesenex,
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- miqu-1-70b-Requant-b2128-iMat-c32_ch400-IQ1_S_v2.gguf,-,Arc-Easy,67.54385965,,570,2024-02-12 00:00:00,,70b,Mistral_Medium,32768,,,GGUF,Miqudev,Nexesenex,
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V3 :
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- miqu-1-70b-Requant-b2131-iMat-c32_ch400-IQ1_S_v3.gguf,-,Hellaswag,78.75,,2024-02-12 00:00:00,,70b,Mistral_Medium,32768,,,GGUF,Miqudev,Nexesenex,
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- miqu-1-70b-Requant-b2131-iMat-c32_ch400-IQ1_S_v3.gguf,-,Hellaswag,78.1,1000,,2024-02-12 00:00:00,,70b,Mistral_Medium,32768,,,GGUF,Miqudev,Nexesenex,
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- miqu-1-70b-Requant-b2131-iMat-c32_ch400-IQ1_S_v3.gguf,-,Arc-Challenge,45.15050167,,299,2024-02-12 00:00:00,,70b,Mistral_Medium,32768,,,GGUF,Miqudev,Nexesenex,
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- miqu-1-70b-Requant-b2131-iMat-c32_ch400-IQ1_S_v3.gguf,-,Arc-Easy,70.70175439,,570,2024-02-12 00:00:00,,70b,Mistral_Medium,32768,,,GGUF,Miqudev,Nexesenex,
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@@ -225,4 +212,15 @@ V3 :
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- miqu-1-70b-Requant-b2131-iMat-c32_ch400-IQ1_S_v3.gguf,-,Winogrande,72.2178,,1267,2024-02-12 00:00:00,,70b,Mistral_Medium,32768,,,GGUF,Miqudev,Nexesenex,
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- miqu-1-70b-Requant-b2131-iMat-c32_ch400-IQ1_S_v3.gguf,-,wikitext,6.7606,512,512,2024-02-12 00:00:00,,70b,Mistral_Medium,32768,,,GGUF,Miqudev,Nexesenex,
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- miqu-1-70b-Requant-b2131-iMat-c32_ch400-IQ1_S_v3.gguf,-,wikitext,5.5886,4096,4096,2024-02-12 00:00:00,,70b,Mistral_Medium,32768,,,GGUF,Miqudev,Nexesenex,
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- miqu-1-70b-Requant-b2131-iMat-c32_ch400-IQ1_S_v3.gguf,-,wikitext,5.5291,8192,8192,2024-02-12 00:00:00,,70b,Mistral_Medium,32768,,,GGUF,Miqudev,Nexesenex,
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Miqudev's original Q2_K quant :
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- miqu-1-70b.q2_K.gguf,-,Hellaswag,86.5,,1000,2024-01-29 01:40:00,,70b,Mistral_Medium,32768,,,GGUF,miqudev,miqudev,
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- miqu-1-70b.q2_K.gguf,-,Hellaswag,86,,2000,2024-01-29 01:40:00,,70b,Mistral_Medium,32768,,,GGUF,miqudev,miqudev,
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- miqu-1-70b.q2_K.gguf,-,Hellaswag_Bin,83.7,,1000,2024-01-29 01:40:00,,70b,Mistral_Medium,32768,,,GGUF,miqudev,miqudev,
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- miqu-1-70b.q2_K.gguf,-,Hellaswag_Bin,84,,2000,2024-01-29 01:40:00,,70b,Mistral_Medium,32768,,,GGUF,miqudev,miqudev,
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- miqu-1-70b.q2_K.gguf,-,Arc-Challenge,56.18729097,,299,2024-01-29 05:40:00,,70b,Mistral_Medium,32768,,,GGUF,miqudev,miqudev,
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Benchs I made with the Q2_K I quantized from Miqudev's Q5_K_M with an intermediary Q8_0 step, and an iMatrix of 12800 tokens from wiki.train.raw :
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- miqu-1-70b-Requant-b2035-iMat-c32_ch400-Q2_K.gguf,-,Hellaswag,86.8,,1000,2024-01-29 01:40:00,,70b,Mistral_Medium,32768,,,GGUF,miqudev,Nexesenex,
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- miqu-1-70b-Requant-b2035-iMat-c32_ch400-Q2_K.gguf,-,Hellaswag_Bin,83.8,,1000,2024-01-29 01:40:00,,70b,Mistral_Medium,32768,,,GGUF,miqudev,Nexesenex,
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- miqu-1-70b-Requant-b2035-iMat-c32_ch400-Q2_K.gguf,-,Arc-Challenge,56.18729097,,299,2024-01-29 05:40:00,,70b,Mistral_Medium,32768,,,GGUF,miqudev,Nexesenex,
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- miqu-1-70b-Requant-b2035-iMat-c32_ch400-Q2_K.gguf,-,Arc-Easy,76.84210526,,570,2024-01-29 05:40:00,,70b,Mistral_Medium,32768,,,GGUF,miqudev,Nexesenex,
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Benchs I made with the Q3_K_M I quantized from Miqudev's Q5_K_M with an intermediary Q8_0 step, and an iMatrix of 12800 tokens from wiki.train.raw :
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- miqu-1-70b.Q3_K_M.gguf,-,Hellaswag,88.1,,1000,2024-01-29 01:40:00,,70b,Mistral_Medium,32768,,,GGUF,miqudev,Nexesenex,
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- miqu-1-70b.Q3_K_M.gguf,-,Hellaswag,87.3,,2000,2024-01-29 01:40:00,,70b,Mistral_Medium,32768,,,GGUF,miqudev,Nexesenex,
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- miqu-1-70b.Q3_K_M.gguf,-,Hellaswag_Bin,85.1,,1000,2024-01-29 01:40:00,,70b,Mistral_Medium,32768,,,GGUF,miqudev,Nexesenex,
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- miqu-1-70b.Q3_K_M.gguf,-,Hellaswag_Bin,84.85,,2000,2024-01-29 01:40:00,,70b,Mistral_Medium,32768,,,GGUF,miqudev,Nexesenex,
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- miqu-1-70b.Q3_K_M.gguf,-,Arc-Challenge,57.19063545,,299,2024-01-29 05:40:00,,70b,Mistral_Medium,32768,,,GGUF,miqudev,Nexesenex,
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And now, the IQ3_XXS, new SOTA 3 bits quant from LlamaCPP, that I made in the same way :
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- miqu-1-70b.IQ3_XXS.gguf,-,Hellaswag,88.3,,1000,2024-01-29 01:40:00,,70b,Mistral_Medium,32768,,,GGUF,miqudev,Nexesenex,
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- miqu-1-70b.IQ3_XXS.gguf,-,Hellaswag_Bin,85,,1000,2024-01-29 01:40:00,,70b,Mistral_Medium,32768,,,GGUF,miqudev,Nexesenex,
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- miqu-1-70b.IQ3_XXS.gguf,-,Arc-Challenge,55.85284281,,299,2024-01-29 05:40:00,,70b,Mistral_Medium,32768,,,GGUF,miqudev,Nexesenex,
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- miqu-1-70b.IQ3_XXS.gguf,-,Arc-Easy,78.59649123,,570,2024-01-29 05:40:00,,70b,Mistral_Medium,32768,,,GGUF,miqudev,Nexesenex,
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Meanwhile, CodeLlama 70b Q2_K benches as such, to compare with Miqu 70B Q2_K originally quantized from FP16 by Miqudev :
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- CodeLlama-70b-Instruct-hf-Q2_K.gguf,-,Hellaswag,76.2,,1000,2024-01-30 01:40:00,,70b,CodeLlama,32768,,,GGUF,Meta,Lonestriker,
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- CodeLlama-70b-Instruct-hf-Q2_K.gguf,-,Hellaswag_Bin,72.5,,1000,2024-01-30 01:40:00,,70b,CodeLlama,32768,,,GGUF,Meta,Lonestriker,
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- CodeLlama-70b-Instruct-hf-Q2_K.gguf,-,Arc-Challenge,35.11705686,,299,2024-01-30 05:40:00,,70b,CodeLlama,32768,,,GGUF,Meta,Lonestriker,
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- CodeLlama-70b-Instruct-hf-Q2_K.gguf,-,Arc-Easy,58.77192982,,570,2024-01-30 05:40:00,,70b,CodeLlama,32768,,,GGUF,Meta,Lonestriker,
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V1 :
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- miqu-1-70b-Requant-b2116-iMat-c32_ch400-IQ1_S.gguf,-,Hellaswag,22.5,1000,,2024-02-12 00:00:00,,70b,Mistral_Medium,32768,,,GGUF,Miqudev,Nexesenex,
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- miqu-1-70b-Requant-b2116-iMat-c32_ch400-IQ1_S.gguf,-,Arc-Challenge,25.08361204,,299,2024-02-12 00:00:00,,70b,Mistral_Medium,32768,,,GGUF,Miqudev,Nexesenex,
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- miqu-1-70b-Requant-b2116-iMat-c32_ch400-IQ1_S.gguf,-,Arc-Easy,24.56140351,,570,2024-02-12 00:00:00,,70b,Mistral_Medium,32768,,,GGUF,Miqudev,Nexesenex,
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V2 :
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- miqu-1-70b-Requant-b2128-iMat-c32_ch400-IQ1_S_v2.gguf,-,Hellaswag,76.3,1000,,2024-02-12 00:00:00,,70b,Mistral_Medium,32768,,,GGUF,Miqudev,Nexesenex,
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- miqu-1-70b-Requant-b2128-iMat-c32_ch400-IQ1_S_v2.gguf,-,Arc-Challenge,45.15050167,,299,2024-02-12 00:00:00,,70b,Mistral_Medium,32768,,,GGUF,Miqudev,Nexesenex,
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- miqu-1-70b-Requant-b2128-iMat-c32_ch400-IQ1_S_v2.gguf,-,Arc-Easy,67.54385965,,570,2024-02-12 00:00:00,,70b,Mistral_Medium,32768,,,GGUF,Miqudev,Nexesenex,
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V3 :
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- miqu-1-70b-Requant-b2131-iMat-c32_ch400-IQ1_S_v3.gguf,-,Hellaswag,78.1,1000,,2024-02-12 00:00:00,,70b,Mistral_Medium,32768,,,GGUF,Miqudev,Nexesenex,
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- miqu-1-70b-Requant-b2131-iMat-c32_ch400-IQ1_S_v3.gguf,-,Arc-Challenge,45.15050167,,299,2024-02-12 00:00:00,,70b,Mistral_Medium,32768,,,GGUF,Miqudev,Nexesenex,
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- miqu-1-70b-Requant-b2131-iMat-c32_ch400-IQ1_S_v3.gguf,-,Arc-Easy,70.70175439,,570,2024-02-12 00:00:00,,70b,Mistral_Medium,32768,,,GGUF,Miqudev,Nexesenex,
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- miqu-1-70b-Requant-b2131-iMat-c32_ch400-IQ1_S_v3.gguf,-,Winogrande,72.2178,,1267,2024-02-12 00:00:00,,70b,Mistral_Medium,32768,,,GGUF,Miqudev,Nexesenex,
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213 |
- miqu-1-70b-Requant-b2131-iMat-c32_ch400-IQ1_S_v3.gguf,-,wikitext,6.7606,512,512,2024-02-12 00:00:00,,70b,Mistral_Medium,32768,,,GGUF,Miqudev,Nexesenex,
|
214 |
- miqu-1-70b-Requant-b2131-iMat-c32_ch400-IQ1_S_v3.gguf,-,wikitext,5.5886,4096,4096,2024-02-12 00:00:00,,70b,Mistral_Medium,32768,,,GGUF,Miqudev,Nexesenex,
|
215 |
+
- miqu-1-70b-Requant-b2131-iMat-c32_ch400-IQ1_S_v3.gguf,-,wikitext,5.5291,8192,8192,2024-02-12 00:00:00,,70b,Mistral_Medium,32768,,,GGUF,Miqudev,Nexesenex,
|
216 |
+
|
217 |
+
V5 :
|
218 |
+
|
219 |
+
- miqu-1-70b-Requant-b2409-iMat-c512_ch600-IQ1_S_v5.gguf,-,Hellaswag,80.6,1000,,2024-03-13 00:00:00,,70b,Mistral_Medium,32768,,,GGUF,Miqudev,Nexesenex,
|
220 |
+
- miqu-1-70b-Requant-b2409-iMat-c512_ch600-IQ1_S_v5.gguf,-,Arc-Challenge,46.48829431,,299,2024-03-13 00:00:00,,70b,Mistral_Medium,32768,,,GGUF,Miqudev,Nexesenex,
|
221 |
+
- miqu-1-70b-Requant-b2409-iMat-c512_ch600-IQ1_S_v5.gguf,-,Arc-Easy,71.22807018,,570,2024-03-13 00:00:00,,70b,Mistral_Medium,32768,,,GGUF,Miqudev,Nexesenex,
|
222 |
+
- miqu-1-70b-Requant-b2409-iMat-c512_ch600-IQ1_S_v5.gguf,-,MMLU,41.85303514,,313,2024-03-13 00:00:00,,70b,Mistral_Medium,32768,,,GGUF,Miqudev,Nexesenex,
|
223 |
+
- miqu-1-70b-Requant-b2409-iMat-c512_ch600-IQ1_S_v5.gguf,-,Thruthful-QA,34.14932681,,817,2024-03-13 00:00:00,,70b,Mistral_Medium,32768,,,GGUF,Miqudev,Nexesenex,
|
224 |
+
- miqu-1-70b-Requant-b2409-iMat-c512_ch600-IQ1_S_v5.gguf,-,Winogrande,73.9542,,1267,2024-03-13 00:00:00,,70b,Mistral_Medium,32768,,,GGUF,Miqudev,Nexesenex,
|
225 |
+
- miqu-1-70b-Requant-b2409-iMat-c512_ch600-IQ1_S_v5.gguf,-,wikitext,6.2547,512,512,2024-03-13 00:00:00,,70b,Mistral_Medium,32768,,,GGUF,Miqudev,Nexesenex,
|
226 |
+
- miqu-1-70b-Requant-b2409-iMat-c512_ch600-IQ1_S_v5.gguf,-,wikitext,5.2290,4096,4096,2024-03-13 00:00:00,,70b,Mistral_Medium,32768,,,GGUF,Miqudev,Nexesenex,
|