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README.md
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<font color=red><h3> Ultra High Remaster of the incredible: Psyonic-Cetacean-20b - Imatrix Plus. </h3></font>
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This is a Floating Point 32 upscale, where all components and merges were remastered to floating point 32.
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This includes all the merges (recreated with master files), and where possible subbing full FP32 models.
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150 points better: PPL = 8.5850 +/- 0.05881 VS: BASE/ORGINAL: PPL = 8.6012 +/- 0.05900
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<B>The bottom line here is this:</b>
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Higher quality instruction following and output.
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<font color=red><h3> Ultra Quality High Remaster of the incredible: Psyonic-Cetacean-20b - Imatrix Plus. </h3></font>
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This is a Floating Point 32 upscale, where all components and merges were remastered to floating point 32.
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This includes all the merges (recreated with master files), and where possible subbing full FP32 models.
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150 points better: PPL = 8.5850 +/- 0.05881 VS: BASE/ORGINAL: PPL = 8.6012 +/- 0.05900
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<B>THE RESULTS ARE IN: </b>
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AS per Jeb Carter, orginal creator of the model:
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- instruction following has improved dramatically.
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- new abilities have emerged.
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- he had to REDUCE the instructions sets used because the model no longer needed as specific instructions.
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- prose, nuance and depth have all improved.
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- known issues with the original model have disappeared.
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This is not "something for nothing" ; it is method of ensuring maximum precision at every step just before "ggufing" the model.
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The methods employed only ensure precision loss is minimized or eliminated.
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It is mathematical and theory sound.
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<B>The bottom line here is this:</b>
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Higher quality instruction following and output.
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