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1.533640226628895, "PplAbsRatio": 4.040223463687816 }, { "Scope": "group", "GroupName": "attn_kv", "RemovedCandidate": "IQ4_XS", "AcceptedAnchor": "Q5_K_S", "Reason": "Reason: small size gain (0.03%) but disproportionate damage (KLD x1.32, |PPL| x5.75).", "RemovedSizeBytes": 50756351680, "RemovedSizeGB": 50.75635168, "RemovedSizeGiB": 47.27053612470627, "RemovedKld": 0.003732, "RemovedPplDeltaPercent": -0.09045040610385945, "AnchorSizeBytes": 50769458880, "AnchorSizeGB": 50.76945888000001, "AnchorSizeGiB": 47.28274315595627, "AnchorKld": 0.002824, "AnchorPplDeltaPercent": 0.015734327203682504, "SizeDeltaPercent": 0.025817096122652233, "KldRatio": 1.321529745042493, "PplAbsRatio": 5.748603351955856 }, { "Scope": "group", "GroupName": "attn_kv", "RemovedCandidate": "IQ3_M", "AcceptedAnchor": "UD-Q3_K_XL", "Reason": "Reason: small size gain (0.03%) but disproportionate damage (KLD x1.04, |PPL| x30.50).", "RemovedSizeBytes": 50737346240, "RemovedSizeGB": 50.73734624, "RemovedSizeGiB": 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47.24429100751877, "RemovedKld": 0.010221, "RemovedPplDeltaPercent": -0.37002918322141276, "AnchorSizeBytes": 50750617280, "AnchorSizeGB": 50.75061728, "AnchorSizeGiB": 47.26519554853439, "AnchorKld": 0.005477, "AnchorPplDeltaPercent": -0.014415808164270646, "SizeDeltaPercent": 0.04422819110979688, "KldRatio": 1.8661676100054774, "PplAbsRatio": 25.668292682925976 }, { "Scope": "group", "GroupName": "attn_kv", "RemovedCandidate": "IQ2_M", "AcceptedAnchor": "UD-Q3_K_XL", "Reason": "Reason: small size gain (0.04%) but disproportionate damage (KLD x1.87, |PPL| x25.67).", "RemovedSizeBytes": 50728171200, "RemovedSizeGB": 50.728171200000006, "RemovedSizeGiB": 47.24429100751877, "RemovedKld": 0.010221, "RemovedPplDeltaPercent": -0.37002918322141276, "AnchorSizeBytes": 50750617280, "AnchorSizeGB": 50.75061728, "AnchorSizeGiB": 47.26519554853439, "AnchorKld": 0.005477, "AnchorPplDeltaPercent": -0.014415808164270646, "SizeDeltaPercent": 0.04422819110979688, "KldRatio": 1.8661676100054774, "PplAbsRatio": 25.668292682925976 }, { "Scope": "group", "GroupName": "attn_kv", "RemovedCandidate": "IQ2_XXS", "AcceptedAnchor": "UD-Q3_K_XL", "Reason": "Reason: small size gain (0.05%) but disproportionate damage (KLD x2.44, |PPL| x8.47).", "RemovedSizeBytes": 50722928320, "RemovedSizeGB": 50.72292832, "RemovedSizeGiB": 47.23940819501877, "RemovedKld": 0.013368, "RemovedPplDeltaPercent": 0.12211244330368339, "AnchorSizeBytes": 50750617280, "AnchorSizeGB": 50.75061728, "AnchorSizeGiB": 47.26519554853439, "AnchorKld": 0.005477, "AnchorPplDeltaPercent": -0.014415808164270646, "SizeDeltaPercent": 0.05455886348580783, "KldRatio": 2.44075223662589, "PplAbsRatio": 8.470731707316775 }, { "Scope": "group", "GroupName": "attn_kv", "RemovedCandidate": "UD-IQ3_XXS", "AcceptedAnchor": "UD-Q3_K_XL", "Reason": "Reason: small size gain (0.07%) but disproportionate damage (KLD x2.19, |PPL| x8.94).", "RemovedSizeBytes": 50714654400, "RemovedSizeGB": 50.7146544, "RemovedSizeGiB": 47.231702506542206, 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27.947560975607843 }, { "Scope": "group", "GroupName": "attn_output", "RemovedCandidate": "Q4_K_M", "AcceptedAnchor": "Q5_K", "Reason": "Reason: small size gain (0.13%) but disproportionate damage (KLD x1.95, |PPL| x3.52).", "RemovedSizeBytes": 50266142400, "RemovedSizeGB": 50.2661424, "RemovedSizeGiB": 46.81399315595627, "RemovedKld": 0.004767, "RemovedPplDeltaPercent": 0.048152315319434036, "AnchorSizeBytes": 50329056960, "AnchorSizeGB": 50.32905696, "AnchorSizeGiB": 46.87258690595627, "AnchorKld": 0.002439, "AnchorPplDeltaPercent": 0.013677437502188763, "SizeDeltaPercent": 0.1250064352487323, "KldRatio": 1.954489544895449, "PplAbsRatio": 3.520565552701546 }, { "Scope": "group", "GroupName": "attn_output", "RemovedCandidate": "UD-Q4_K_XL", "AcceptedAnchor": "Q5_K", "Reason": "Reason: small size gain (0.13%) but disproportionate damage (KLD x1.95, |PPL| x3.52).", "RemovedSizeBytes": 50266142400, "RemovedSizeGB": 50.2661424, "RemovedSizeGiB": 46.81399315595627, "RemovedKld": 0.004767, "RemovedPplDeltaPercent": 0.048152315319434036, "AnchorSizeBytes": 50329056960, "AnchorSizeGB": 50.32905696, "AnchorSizeGiB": 46.87258690595627, "AnchorKld": 0.002439, "AnchorPplDeltaPercent": 0.013677437502188763, "SizeDeltaPercent": 0.1250064352487323, "KldRatio": 1.954489544895449, "PplAbsRatio": 3.520565552701546 }, { "Scope": "group", "GroupName": "attn_output", "RemovedCandidate": "Q4_K_S", "AcceptedAnchor": "Q5_K", "Reason": "Reason: small size gain (0.13%) but disproportionate damage (KLD x1.95, |PPL| x3.52).", "RemovedSizeBytes": 50266142400, "RemovedSizeGB": 50.2661424, "RemovedSizeGiB": 46.81399315595627, "RemovedKld": 0.004767, "RemovedPplDeltaPercent": 0.048152315319434036, "AnchorSizeBytes": 50329056960, "AnchorSizeGB": 50.32905696, "AnchorSizeGiB": 46.87258690595627, "AnchorKld": 0.002439, "AnchorPplDeltaPercent": 0.013677437502188763, "SizeDeltaPercent": 0.1250064352487323, "KldRatio": 1.954489544895449, "PplAbsRatio": 3.520565552701546 }, { "Scope": "group", "GroupName": "attn_output", "RemovedCandidate": "IQ3_M", "AcceptedAnchor": "Q5_K", "Reason": "Reason: small size gain (0.13%) but disproportionate damage (KLD x1.95, |PPL| x3.52).", "RemovedSizeBytes": 50266142400, "RemovedSizeGB": 50.2661424, "RemovedSizeGiB": 46.81399315595627, "RemovedKld": 0.004767, "RemovedPplDeltaPercent": 0.048152315319434036, "AnchorSizeBytes": 50329056960, "AnchorSizeGB": 50.32905696, "AnchorSizeGiB": 46.87258690595627, "AnchorKld": 0.002439, "AnchorPplDeltaPercent": 0.013677437502188763, "SizeDeltaPercent": 0.1250064352487323, "KldRatio": 1.954489544895449, "PplAbsRatio": 3.520565552701546 }, { "Scope": "group", "GroupName": "attn_output", "RemovedCandidate": "UD-Q3_K_XL", "AcceptedAnchor": "Q5_K", "Reason": "Reason: small size gain (0.13%) but disproportionate damage (KLD x1.95, |PPL| x3.52).", "RemovedSizeBytes": 50266142400, "RemovedSizeGB": 50.2661424, "RemovedSizeGiB": 46.81399315595627, "RemovedKld": 0.004767, "RemovedPplDeltaPercent": 0.048152315319434036, "AnchorSizeBytes": 50329056960, "AnchorSizeGB": 50.32905696, "AnchorSizeGiB": 46.87258690595627, "AnchorKld": 0.002439, "AnchorPplDeltaPercent": 0.013677437502188763, "SizeDeltaPercent": 0.1250064352487323, "KldRatio": 1.954489544895449, "PplAbsRatio": 3.520565552701546 }, { "Scope": "group", "GroupName": "attn_output", "RemovedCandidate": "IQ3_S", "AcceptedAnchor": "IQ4_XS", "Reason": "Reason: small size gain (0.10%) but disproportionate damage (KLD x1.81, |PPL| x6.02).", "RemovedSizeBytes": 50199295680, "RemovedSizeGB": 50.199295680000006, "RemovedSizeGiB": 46.75173729658127, "RemovedKld": 0.009037, "RemovedPplDeltaPercent": -0.08842867691010396, "AnchorSizeBytes": 50250413760, "AnchorSizeGB": 50.250413759999994, "AnchorSizeGiB": 46.79934471845627, "AnchorKld": 0.004994, "AnchorPplDeltaPercent": -0.014697092226020584, "SizeDeltaPercent": 0.10172668476750071, "KldRatio": 1.8095714857829395, "PplAbsRatio": 6.0167464114802724 }, { "Scope": "group", "GroupName": "attn_output", "RemovedCandidate": "IQ3_XS", "AcceptedAnchor": "IQ4_XS", "Reason": "Reason: small size gain (0.10%) but disproportionate damage (KLD x1.81, |PPL| x6.02).", "RemovedSizeBytes": 50199295680, "RemovedSizeGB": 50.199295680000006, "RemovedSizeGiB": 46.75173729658127, "RemovedKld": 0.009037, "RemovedPplDeltaPercent": -0.08842867691010396, "AnchorSizeBytes": 50250413760, "AnchorSizeGB": 50.250413759999994, "AnchorSizeGiB": 46.79934471845627, "AnchorKld": 0.004994, "AnchorPplDeltaPercent": -0.014697092226020584, "SizeDeltaPercent": 0.10172668476750071, "KldRatio": 1.8095714857829395, "PplAbsRatio": 6.0167464114802724 }, { "Scope": "group", "GroupName": "attn_output", "RemovedCandidate": "IQ3_XXS", "AcceptedAnchor": "IQ4_XS", "Reason": "Reason: small size gain (0.10%) but disproportionate damage (KLD x1.81, |PPL| x6.02).", "RemovedSizeBytes": 50199295680, "RemovedSizeGB": 50.199295680000006, "RemovedSizeGiB": 46.75173729658127, "RemovedKld": 0.009037, "RemovedPplDeltaPercent": -0.08842867691010396, "AnchorSizeBytes": 50250413760, "AnchorSizeGB": 50.250413759999994, "AnchorSizeGiB": 46.79934471845627, "AnchorKld": 0.004994, "AnchorPplDeltaPercent": -0.014697092226020584, "SizeDeltaPercent": 0.10172668476750071, "KldRatio": 1.8095714857829395, "PplAbsRatio": 6.0167464114802724 }, { "Scope": "group", "GroupName": "attn_output", "RemovedCandidate": "UD-IQ3_XXS", "AcceptedAnchor": "IQ4_XS", "Reason": "Reason: small size gain (0.10%) but disproportionate damage (KLD x1.81, |PPL| x6.02).", "RemovedSizeBytes": 50199295680, "RemovedSizeGB": 50.199295680000006, "RemovedSizeGiB": 46.75173729658127, "RemovedKld": 0.009037, "RemovedPplDeltaPercent": -0.08842867691010396, "AnchorSizeBytes": 50250413760, "AnchorSizeGB": 50.250413759999994, "AnchorSizeGiB": 46.79934471845627, "AnchorKld": 0.004994, "AnchorPplDeltaPercent": -0.014697092226020584, "SizeDeltaPercent": 0.10172668476750071, "KldRatio": 1.8095714857829395, "PplAbsRatio": 6.0167464114802724 }, { "Scope": "group", "GroupName": "attn_output", "RemovedCandidate": "IQ2_M", "AcceptedAnchor": "IQ4_XS", "Reason": "Reason: small size gain (0.10%) but disproportionate damage (KLD x1.81, |PPL| x6.02).", "RemovedSizeBytes": 50199295680, "RemovedSizeGB": 50.199295680000006, "RemovedSizeGiB": 46.75173729658127, "RemovedKld": 0.009037, "RemovedPplDeltaPercent": -0.08842867691010396, "AnchorSizeBytes": 50250413760, "AnchorSizeGB": 50.250413759999994, "AnchorSizeGiB": 46.79934471845627, "AnchorKld": 0.004994, "AnchorPplDeltaPercent": -0.014697092226020584, "SizeDeltaPercent": 0.10172668476750071, "KldRatio": 1.8095714857829395, "PplAbsRatio": 6.0167464114802724 }, { "Scope": "group", "GroupName": "attn_output", "RemovedCandidate": "UD-IQ2_M", "AcceptedAnchor": "IQ4_XS", "Reason": "Reason: small size gain (0.10%) but disproportionate damage (KLD x1.81, |PPL| x6.02).", "RemovedSizeBytes": 50199295680, "RemovedSizeGB": 50.199295680000006, "RemovedSizeGiB": 46.75173729658127, "RemovedKld": 0.009037, "RemovedPplDeltaPercent": -0.08842867691010396, "AnchorSizeBytes": 50250413760, "AnchorSizeGB": 50.250413759999994, "AnchorSizeGiB": 46.79934471845627, "AnchorKld": 0.004994, "AnchorPplDeltaPercent": -0.014697092226020584, "SizeDeltaPercent": 0.10172668476750071, "KldRatio": 1.8095714857829395, "PplAbsRatio": 6.0167464114802724 }, { "Scope": "group", "GroupName": "attn_output", "RemovedCandidate": "IQ2_S", "AcceptedAnchor": "IQ4_XS", "Reason": "Reason: small size gain (0.10%) but disproportionate damage (KLD x1.81, |PPL| x6.02).", "RemovedSizeBytes": 50199295680, "RemovedSizeGB": 50.199295680000006, "RemovedSizeGiB": 46.75173729658127, "RemovedKld": 0.009037, "RemovedPplDeltaPercent": -0.08842867691010396, "AnchorSizeBytes": 50250413760, "AnchorSizeGB": 50.250413759999994, "AnchorSizeGiB": 46.79934471845627, "AnchorKld": 0.004994, "AnchorPplDeltaPercent": -0.014697092226020584, "SizeDeltaPercent": 0.10172668476750071, "KldRatio": 1.8095714857829395, "PplAbsRatio": 6.0167464114802724 }, { "Scope": "group", "GroupName": "attn_output", "RemovedCandidate": "IQ2_XS", "AcceptedAnchor": "IQ4_XS", "Reason": "Reason: small size gain (0.24%) but disproportionate damage (KLD x4.46, |PPL| x77.02).", "RemovedSizeBytes": 50128516800, "RemovedSizeGB": 50.1285168, "RemovedSizeGiB": 46.68581932783127, "RemovedKld": 0.02225, "RemovedPplDeltaPercent": 1.1319398052107867, "AnchorSizeBytes": 50250413760, "AnchorSizeGB": 50.250413759999994, "AnchorSizeGiB": 46.79934471845627, "AnchorKld": 0.004994, "AnchorPplDeltaPercent": -0.014697092226020584, "SizeDeltaPercent": 0.2425790175225017, "KldRatio": 4.4553464156988385, "PplAbsRatio": 77.0179425836857 }, { "Scope": "group", "GroupName": "attn_output", "RemovedCandidate": "IQ2_XXS", "AcceptedAnchor": "IQ4_XS", "Reason": "Reason: small size gain (0.27%) but disproportionate damage (KLD x5.20, |PPL| x84.86).", "RemovedSizeBytes": 50112788160, "RemovedSizeGB": 50.112788159999994, "RemovedSizeGiB": 46.67117089033127, "RemovedKld": 0.025985, "RemovedPplDeltaPercent": 1.2471783692556453, "AnchorSizeBytes": 50250413760, "AnchorSizeGB": 50.250413759999994, "AnchorSizeGiB": 46.79934471845627, "AnchorKld": 0.004994, "AnchorPplDeltaPercent": -0.014697092226020584, "SizeDeltaPercent": 0.2738795359125019, "KldRatio": 5.203243892671206, "PplAbsRatio": 84.85885167458964 }, { "Scope": "group", "GroupName": "attn_output", "RemovedCandidate": "UD-IQ2_XXS", "AcceptedAnchor": "IQ4_XS", "Reason": "Reason: small size gain (0.27%) but disproportionate damage (KLD x5.20, |PPL| x84.86).", "RemovedSizeBytes": 50112788160, "RemovedSizeGB": 50.112788159999994, "RemovedSizeGiB": 46.67117089033127, "RemovedKld": 0.025985, "RemovedPplDeltaPercent": 1.2471783692556453, "AnchorSizeBytes": 50250413760, "AnchorSizeGB": 50.250413759999994, "AnchorSizeGiB": 46.79934471845627, "AnchorKld": 0.004994, "AnchorPplDeltaPercent": -0.014697092226020584, "SizeDeltaPercent": 0.2738795359125019, "KldRatio": 5.203243892671206, "PplAbsRatio": 84.85885167458964 }, { "Scope": "group", "GroupName": "ffn_up_gate", "RemovedCandidate": "IQ3_M", "AcceptedAnchor": "UD-Q3_K_XL", "Reason": "Reason: small size gain (0.27%) but disproportionate damage (KLD x1.08, |PPL| x20.97).", "RemovedSizeBytes": 33074738880, "RemovedSizeGB": 33.07473888, "RemovedSizeGiB": 30.80325096845627, "RemovedKld": 0.03803, "RemovedPplDeltaPercent": 3.7647234626068045, "AnchorSizeBytes": 33165260480, "AnchorSizeGB": 33.16526048, "AnchorSizeGiB": 30.88755577802658, "AnchorKld": 0.03526, "AnchorPplDeltaPercent": 0.1795647129144457, "SizeDeltaPercent": 0.27294101927704806, "KldRatio": 1.0785592739648326, "PplAbsRatio": 20.965831212062927 }, { "Scope": "group", "GroupName": "ffn_up_gate", "RemovedCandidate": "IQ3_S", "AcceptedAnchor": "UD-Q3_K_XL", "Reason": "Reason: small size gain (0.27%) but disproportionate damage (KLD x1.08, |PPL| x20.97).", "RemovedSizeBytes": 33074738880, "RemovedSizeGB": 33.07473888, "RemovedSizeGiB": 30.80325096845627, "RemovedKld": 0.03803, "RemovedPplDeltaPercent": 3.7647234626068045, "AnchorSizeBytes": 33165260480, "AnchorSizeGB": 33.16526048, "AnchorSizeGiB": 30.88755577802658, "AnchorKld": 0.03526, "AnchorPplDeltaPercent": 0.1795647129144457, "SizeDeltaPercent": 0.27294101927704806, "KldRatio": 1.0785592739648326, "PplAbsRatio": 20.965831212062927 }, { "Scope": "group", "GroupName": "ffn_up_gate", "RemovedCandidate": "IQ3_XS", "AcceptedAnchor": "UD-Q3_K_XL", "Reason": "Reason: small size gain (1.48%) but disproportionate damage (KLD x1.17, |PPL| x8.56).", "RemovedSizeBytes": 32673658560, "RemovedSizeGB": 32.67365856, "RemovedSizeGiB": 30.42971581220627, "RemovedKld": 0.041287, "RemovedPplDeltaPercent": 1.5362680637108317, "AnchorSizeBytes": 33165260480, "AnchorSizeGB": 33.16526048, "AnchorSizeGiB": 30.88755577802658, "AnchorKld": 0.03526, "AnchorPplDeltaPercent": 0.1795647129144457, "SizeDeltaPercent": 1.4822796893045842, "KldRatio": 1.1709302325581394, "PplAbsRatio": 8.55551204229526 }, { "Scope": "group", "GroupName": "ffn_up_gate", "RemovedCandidate": "IQ3_XXS", "AcceptedAnchor": "UD-Q3_K_XL", "Reason": "Reason: small size gain (1.89%) but disproportionate damage (KLD x1.29, |PPL| x14.55).", "RemovedSizeBytes": 32539965120, "RemovedSizeGB": 32.53996512, "RemovedSizeGiB": 30.30520409345627, "RemovedKld": 0.045448, "RemovedPplDeltaPercent": 2.6124608839351544, "AnchorSizeBytes": 33165260480, "AnchorSizeGB": 33.16526048, "AnchorSizeGiB": 30.88755577802658, "AnchorKld": 0.03526, "AnchorPplDeltaPercent": 0.1795647129144457, "SizeDeltaPercent": 1.8853925793137625, "KldRatio": 1.2889393079977312, "PplAbsRatio": 14.548854513413621 }, { "Scope": "group", "GroupName": "ffn_up_gate", "RemovedCandidate": "UD-IQ3_XXS", "AcceptedAnchor": "UD-Q3_K_XL", "Reason": "Reason: small size gain (1.89%) but disproportionate damage (KLD x1.29, |PPL| x14.55).", "RemovedSizeBytes": 32539965120, "RemovedSizeGB": 32.53996512, "RemovedSizeGiB": 30.30520409345627, "RemovedKld": 0.045448, "RemovedPplDeltaPercent": 2.6124608839351544, "AnchorSizeBytes": 33165260480, "AnchorSizeGB": 33.16526048, "AnchorSizeGiB": 30.88755577802658, "AnchorKld": 0.03526, "AnchorPplDeltaPercent": 0.1795647129144457, "SizeDeltaPercent": 1.8853925793137625, "KldRatio": 1.2889393079977312, "PplAbsRatio": 14.548854513413621 }, { "Scope": "group", "GroupName": "ffn_up_gate", "RemovedCandidate": "UD-Q2_K_XL", "AcceptedAnchor": "UD-Q3_K_XL", "Reason": "Reason: small size gain (3.51%) but disproportionate damage (KLD x2.42, |PPL| x5.61).", "RemovedSizeBytes": 31999620800, "RemovedSizeGB": 31.9996208, "RemovedSizeGiB": 29.80196923017502, "RemovedKld": 0.085379, "RemovedPplDeltaPercent": 1.0080517562673597, "AnchorSizeBytes": 33165260480, "AnchorSizeGB": 33.16526048, "AnchorSizeGiB": 30.88755577802658, "AnchorKld": 0.03526, "AnchorPplDeltaPercent": 0.1795647129144457, "SizeDeltaPercent": 3.5146405097675264, "KldRatio": 2.4214123652864434, "PplAbsRatio": 5.613863324848517 }, { "Scope": "group", "GroupName": "ffn_up_gate", "RemovedCandidate": "UD-IQ2_M", "AcceptedAnchor": "UD-Q3_K_XL", "Reason": "Reason: small size gain (3.87%) but disproportionate damage (KLD x2.08, |PPL| x21.70).", "RemovedSizeBytes": 31882639040, "RemovedSizeGB": 31.882639039999997, "RemovedSizeGiB": 29.69302147626877, "RemovedKld": 0.073267, "RemovedPplDeltaPercent": 3.8971906754333547, "AnchorSizeBytes": 33165260480, "AnchorSizeGB": 33.16526048, "AnchorSizeGiB": 30.88755577802658, "AnchorKld": 0.03526, "AnchorPplDeltaPercent": 0.1795647129144457, "SizeDeltaPercent": 3.867364288525558, "KldRatio": 2.077906976744186, "PplAbsRatio": 21.70354415508233 }, { "Scope": "group", "GroupName": "ffn_down", "RemovedCandidate": "Q4_K_M", "AcceptedAnchor": "UD-Q5_K_XL", "Reason": "Reason: small size gain (0.71%) but disproportionate damage (KLD x1.87, |PPL| x11.73).", "RemovedSizeBytes": 43525109440, "RemovedSizeGB": 43.52510944, "RemovedSizeGiB": 40.53591698408127, "RemovedKld": 0.005287, "RemovedPplDeltaPercent": -0.22110685278295913, "AnchorSizeBytes": 43834275520, "AnchorSizeGB": 43.834275520000006, "AnchorSizeGiB": 40.82385033369064, "AnchorKld": 0.002832, "AnchorPplDeltaPercent": 0.01884603213669948, "SizeDeltaPercent": 0.7053066951202117, "KldRatio": 1.8668785310734464, "PplAbsRatio": 11.732276119406094 }, { "Scope": "group", "GroupName": "ffn_down", "RemovedCandidate": "Q5_K_S", "AcceptedAnchor": "UD-Q5_K_XL", "Reason": "Reason: small size gain (0.76%) but disproportionate damage (KLD x1.31, |PPL| x17.48).", "RemovedSizeBytes": 43502827200, "RemovedSizeGB": 43.5028272, "RemovedSizeGiB": 40.51516503095627, "RemovedKld": 0.003697, "RemovedPplDeltaPercent": -0.32943637706128587, "AnchorSizeBytes": 43834275520, "AnchorSizeGB": 43.834275520000006, "AnchorSizeGiB": 40.82385033369064, "AnchorKld": 0.002832, "AnchorPplDeltaPercent": 0.01884603213669948, "SizeDeltaPercent": 0.7561396100838306, "KldRatio": 1.3054378531073447, "PplAbsRatio": 17.480410447765493 }, { "Scope": "group", "GroupName": "ffn_down", "RemovedCandidate": "UD-Q4_K_XL", "AcceptedAnchor": "UD-Q5_K_XL", "Reason": "Reason: small size gain (0.79%) but disproportionate damage (KLD x2.33, |PPL| x4.72).", "RemovedSizeBytes": 43488900800, "RemovedSizeGB": 43.488900799999996, "RemovedSizeGiB": 40.50219506025314, "RemovedKld": 0.006587, "RemovedPplDeltaPercent": -0.08904398579515659, "AnchorSizeBytes": 43834275520, "AnchorSizeGB": 43.834275520000006, "AnchorSizeGiB": 40.82385033369064, "AnchorKld": 0.002832, "AnchorPplDeltaPercent": 0.01884603213669948, "SizeDeltaPercent": 0.7879101819360924, "KldRatio": 2.3259180790960454, "PplAbsRatio": 4.724813432837058 }, { "Scope": "group", "GroupName": "ffn_down", "RemovedCandidate": "UD-Q3_K_XL", "AcceptedAnchor": "UD-Q5_K_XL", "Reason": "Reason: small size gain (2.15%) but disproportionate damage (KLD x3.31, |PPL| x1.92).", "RemovedSizeBytes": 42890065600, "RemovedSizeGB": 42.8900656, "RemovedSizeGiB": 39.94448632001877, "RemovedKld": 0.00936, "RemovedPplDeltaPercent": -0.036268063710834776, "AnchorSizeBytes": 43834275520, "AnchorSizeGB": 43.834275520000006, "AnchorSizeGiB": 40.82385033369064, "AnchorKld": 0.002832, "AnchorPplDeltaPercent": 0.01884603213669948, "SizeDeltaPercent": 2.1540447715833495, "KldRatio": 3.305084745762712, "PplAbsRatio": 1.9244402985076534 }, { "Scope": "group", "GroupName": "ffn_down", "RemovedCandidate": "Q4_K_S", "AcceptedAnchor": "UD-Q5_K_XL", "Reason": "Reason: small size gain (2.18%) but disproportionate damage (KLD x2.91, |PPL| x6.41).", "RemovedSizeBytes": 42878924480, "RemovedSizeGB": 42.878924479999995, "RemovedSizeGiB": 39.93411034345627, "RemovedKld": 0.008234, "RemovedPplDeltaPercent": -0.12084666502583988, "AnchorSizeBytes": 43834275520, "AnchorSizeGB": 43.834275520000006, "AnchorSizeGiB": 40.82385033369064, "AnchorKld": 0.002832, "AnchorPplDeltaPercent": 0.01884603213669948, "SizeDeltaPercent": 2.1794612290651587, "KldRatio": 2.907485875706215, "PplAbsRatio": 6.4123134328372124 }, { "Scope": "group", "GroupName": "ffn_down", "RemovedCandidate": "IQ4_NL", "AcceptedAnchor": "UD-Q5_K_XL", "Reason": "Reason: small size gain (2.38%) but disproportionate damage (KLD x3.44, |PPL| x25.52).", "RemovedSizeBytes": 42789795520, "RemovedSizeGB": 42.78979552, "RemovedSizeGiB": 39.85110253095627, "RemovedKld": 0.009732, "RemovedPplDeltaPercent": 0.4810309060862858, "AnchorSizeBytes": 43834275520, "AnchorSizeGB": 43.834275520000006, "AnchorSizeGiB": 40.82385033369064, "AnchorKld": 0.002832, "AnchorPplDeltaPercent": 0.01884603213669948, "SizeDeltaPercent": 2.382792888919634, "KldRatio": 3.4364406779661016, "PplAbsRatio": 25.524253731349578 }, { "Scope": "group", "GroupName": "ffn_down", "RemovedCandidate": "IQ4_XS", "AcceptedAnchor": "UD-Q5_K_XL", "Reason": "Reason: small size gain (2.79%) but disproportionate damage (KLD x3.60, |PPL| x11.13).", "RemovedSizeBytes": 42611537600, "RemovedSizeGB": 42.611537600000005, "RemovedSizeGiB": 39.68508690595627, "RemovedKld": 0.010185, "RemovedPplDeltaPercent": 0.20973242853626017, "AnchorSizeBytes": 43834275520, "AnchorSizeGB": 43.834275520000006, "AnchorSizeGiB": 40.82385033369064, "AnchorKld": 0.002832, "AnchorPplDeltaPercent": 0.01884603213669948, "SizeDeltaPercent": 2.789456208628585, "KldRatio": 3.5963983050847457, "PplAbsRatio": 11.128731343285864 }, { "Scope": "group", "GroupName": "ffn_down", "RemovedCandidate": "IQ3_M", "AcceptedAnchor": "UD-Q5_K_XL", "Reason": "Reason: small size gain (3.90%) but disproportionate damage (KLD x6.75, |PPL| x3.07).", "RemovedSizeBytes": 42126898880, "RemovedSizeGB": 42.12689888, "RemovedSizeGiB": 39.23373192548752, "RemovedKld": 0.019127, "RemovedPplDeltaPercent": -0.0579269364649712, "AnchorSizeBytes": 43834275520, "AnchorSizeGB": 43.834275520000006, "AnchorSizeGiB": 40.82385033369064, "AnchorKld": 0.002832, "AnchorPplDeltaPercent": 0.01884603213669948, "SizeDeltaPercent": 3.8950721090872955, "KldRatio": 6.753884180790961, "PplAbsRatio": 3.073694029851951 }, { "Scope": "group", "GroupName": "ffn_down", "RemovedCandidate": "UD-IQ3_XXS", "AcceptedAnchor": "IQ3_S", "Reason": "Reason: small size gain (0.48%) but disproportionate damage (KLD x1.35, |PPL| x11.11).", "RemovedSizeBytes": 41830962880, "RemovedSizeGB": 41.83096288, "RemovedSizeGiB": 38.95812004804611, "RemovedKld": 0.027733, "RemovedPplDeltaPercent": 0.9007067262051265, "AnchorSizeBytes": 42032199360, "AnchorSizeGB": 42.03219936, "AnchorSizeGiB": 39.14553612470627, "AnchorKld": 0.020499, "AnchorPplDeltaPercent": -0.08106255054324016, "SizeDeltaPercent": 0.47876742845749576, "KldRatio": 1.35289526318357, "PplAbsRatio": 11.11125569290685 }, { "Scope": "group", "GroupName": "ffn_down", "RemovedCandidate": "IQ3_XXS", "AcceptedAnchor": "IQ3_S", "Reason": "Reason: small size gain (0.64%) but disproportionate damage (KLD x1.48, |PPL| x13.91).", "RemovedSizeBytes": 41764812480, "RemovedSizeGB": 41.764812479999996, "RemovedSizeGiB": 38.89651268720627, "RemovedKld": 0.030433, "RemovedPplDeltaPercent": 1.1277205442846625, "AnchorSizeBytes": 42032199360, "AnchorSizeGB": 42.03219936, "AnchorSizeGiB": 39.14553612470627, "AnchorKld": 0.020499, "AnchorPplDeltaPercent": -0.08106255054324016, "SizeDeltaPercent": 0.6361477250092678, "KldRatio": 1.4846090053173326, "PplAbsRatio": 13.911732812837132 }, { "Scope": "group", "GroupName": "ffn_down", "RemovedCandidate": "UD-IQ2_M", "AcceptedAnchor": "IQ3_S", "Reason": "Reason: small size gain (1.18%) but disproportionate damage (KLD x2.35, |PPL| x44.22).", "RemovedSizeBytes": 41535026880, "RemovedSizeGB": 41.535026880000004, "RemovedSizeGiB": 38.682508170604706, "RemovedKld": 0.048188, "RemovedPplDeltaPercent": 3.5845786013149974, "AnchorSizeBytes": 42032199360, "AnchorSizeGB": 42.03219936, "AnchorSizeGiB": 39.14553612470627, "AnchorKld": 0.020499, "AnchorPplDeltaPercent": -0.08106255054324016, "SizeDeltaPercent": 1.1828371761891072, "KldRatio": 2.3507488170154645, "PplAbsRatio": 44.2199089134621 }, { "Scope": "group", "GroupName": "ffn_down", "RemovedCandidate": "IQ2_M", "AcceptedAnchor": "IQ3_S", "Reason": "Reason: small size gain (1.30%) but disproportionate damage (KLD x2.67, |PPL| x47.41).", "RemovedSizeBytes": 41486284480, "RemovedSizeGB": 41.486284479999995, "RemovedSizeGiB": 38.63711327314377, "RemovedKld": 0.054731, "RemovedPplDeltaPercent": 3.8431665553250514, "AnchorSizeBytes": 42032199360, "AnchorSizeGB": 42.03219936, "AnchorSizeGiB": 39.14553612470627, "AnchorKld": 0.020499, "AnchorPplDeltaPercent": -0.08106255054324016, "SizeDeltaPercent": 1.298801605227255, "KldRatio": 2.6699351187862823, "PplAbsRatio": 47.409889394919055 }, { "Scope": "group", "GroupName": "ffn_down", "RemovedCandidate": "IQ2_S", "AcceptedAnchor": "IQ3_S", "Reason": "Reason: small size gain (1.67%) but disproportionate damage (KLD x3.43, |PPL| x52.00).", "RemovedSizeBytes": 41330308800, "RemovedSizeGB": 41.3303088, "RemovedSizeGiB": 38.49184960126877, "RemovedKld": 0.070285, "RemovedPplDeltaPercent": 4.215270208501803, "AnchorSizeBytes": 42032199360, "AnchorSizeGB": 42.03219936, "AnchorSizeGiB": 39.14553612470627, "AnchorKld": 0.020499, "AnchorPplDeltaPercent": -0.08106255054324016, "SizeDeltaPercent": 1.6698877781493278, "KldRatio": 3.428703839211669, "PplAbsRatio": 52.000216872689016 }, { "Scope": "group", "GroupName": "ffn_down", "RemovedCandidate": "IQ2_XS", "AcceptedAnchor": "IQ3_S", "Reason": "Reason: small size gain (1.84%) but disproportionate damage (KLD x3.45, |PPL| x36.77).", "RemovedSizeBytes": 41257891520, "RemovedSizeGB": 41.25789152, "RemovedSizeGiB": 38.42440575361252, "RemovedKld": 0.070733, "RemovedPplDeltaPercent": 2.9806089799936712, "AnchorSizeBytes": 42032199360, "AnchorSizeGB": 42.03219936, "AnchorSizeGiB": 39.14553612470627, "AnchorKld": 0.020499, "AnchorPplDeltaPercent": -0.08106255054324016, "SizeDeltaPercent": 1.8421777870060045, "KldRatio": 3.450558563832382, "PplAbsRatio": 36.76924745174115 }, { "Scope": "group", "GroupName": "ffn_down", "RemovedCandidate": "UD-IQ2_XXS", "AcceptedAnchor": "IQ3_S", "Reason": "Reason: small size gain (1.96%) but disproportionate damage (KLD x3.63, |PPL| x41.67).", "RemovedSizeBytes": 41206363840, "RemovedSizeGB": 41.20636384000001, "RemovedSizeGiB": 38.376416862010956, "RemovedKld": 0.074376, "RemovedPplDeltaPercent": 3.3780281987271836, "AnchorSizeBytes": 42032199360, "AnchorSizeGB": 42.03219936, "AnchorSizeGiB": 39.14553612470627, "AnchorKld": 0.020499, "AnchorPplDeltaPercent": -0.08106255054324016, "SizeDeltaPercent": 1.964768754846332, "KldRatio": 3.6282745499780478, "PplAbsRatio": 41.67187161135875 }, { "Scope": "group", "GroupName": "ffn_down", "RemovedCandidate": "IQ2_XXS", "AcceptedAnchor": "IQ3_S", "Reason": "Reason: small size gain (2.21%) but disproportionate damage (KLD x4.28, |PPL| x41.02).", "RemovedSizeBytes": 41101915840, "RemovedSizeGB": 41.101915840000004, "RemovedSizeGiB": 38.27914208173752, "RemovedKld": 0.087734, "RemovedPplDeltaPercent": 3.3255863014661964, "AnchorSizeBytes": 42032199360, "AnchorSizeGB": 42.03219936, "AnchorSizeGiB": 39.14553612470627, "AnchorKld": 0.020499, "AnchorPplDeltaPercent": -0.08106255054324016, "SizeDeltaPercent": 2.2132639599280775, "KldRatio": 4.279916093467975, "PplAbsRatio": 41.0249403600035 } ], "notes": [ "Bad trade elimination: \u0027IQ2_XS\u0027 removed vs accepted anchor \u0027UD-IQ3_XXS\u0027 for \u0027embeddings\u0027. Reason: small size gain (0.26%) but disproportionate damage (KLD x4.20, |PPL| x4.94).", "Bad trade elimination: \u0027IQ2_XXS\u0027 removed vs accepted anchor \u0027UD-IQ3_XXS\u0027 for \u0027embeddings\u0027. Reason: small size gain (0.26%) but disproportionate damage (KLD x4.20, |PPL| x4.94).", "Bad trade elimination: \u0027Q5_K_S\u0027 removed vs accepted anchor \u0027Q5_K\u0027 for \u0027attn_q\u0027. Reason: small size gain (0.36%) but disproportionate damage (KLD x0.96, |PPL| x7.22).", "Bad trade elimination: \u0027IQ4_NL\u0027 removed vs accepted anchor \u0027Q5_K\u0027 for \u0027attn_q\u0027. Reason: small size gain (0.63%) but disproportionate damage (KLD x0.98, |PPL| x12.46).", "Bad trade elimination: \u0027UD-Q4_K_XL\u0027 removed vs accepted anchor \u0027Q5_K\u0027 for \u0027attn_q\u0027. Reason: small size gain (0.65%) but disproportionate damage (KLD x1.45, |PPL| x11.93).", "Bad trade elimination: \u0027UD-Q3_K_XL\u0027 removed vs accepted anchor \u0027Q4_K_S\u0027 for \u0027attn_q\u0027. Reason: small size gain (0.27%) but disproportionate damage (KLD x1.04, |PPL| x3.65).", "Bad trade elimination: \u0027IQ4_NL\u0027 removed vs accepted anchor \u0027Q5_K_S\u0027 for \u0027attn_kv\u0027. Reason: small size gain (0.02%) but disproportionate damage (KLD x1.53, |PPL| x4.04).", "Bad trade elimination: \u0027IQ4_XS\u0027 removed vs accepted anchor \u0027Q5_K_S\u0027 for \u0027attn_kv\u0027. Reason: small size gain (0.03%) but disproportionate damage (KLD x1.32, |PPL| x5.75).", "Bad trade elimination: \u0027IQ3_M\u0027 removed vs accepted anchor \u0027UD-Q3_K_XL\u0027 for \u0027attn_kv\u0027. Reason: small size gain (0.03%) but disproportionate damage (KLD x1.04, |PPL| x30.50).", "Bad trade elimination: \u0027IQ3_S\u0027 removed vs accepted anchor \u0027UD-Q3_K_XL\u0027 for \u0027attn_kv\u0027. Reason: small size gain (0.03%) but disproportionate damage (KLD x1.04, |PPL| x30.50).", "Bad trade elimination: \u0027IQ3_XS\u0027 removed vs accepted anchor \u0027UD-Q3_K_XL\u0027 for \u0027attn_kv\u0027. Reason: small size gain (0.03%) but disproportionate damage (KLD x1.26, |PPL| x33.46).", "Bad trade elimination: \u0027IQ3_XXS\u0027 removed vs accepted anchor \u0027UD-Q3_K_XL\u0027 for \u0027attn_kv\u0027. Reason: small size gain (0.04%) but disproportionate damage (KLD x1.87, |PPL| x25.67).", "Bad trade elimination: \u0027IQ2_M\u0027 removed vs accepted anchor \u0027UD-Q3_K_XL\u0027 for \u0027attn_kv\u0027. Reason: small size gain (0.04%) but disproportionate damage (KLD x1.87, |PPL| x25.67).", "Bad trade elimination: \u0027IQ2_XXS\u0027 removed vs accepted anchor \u0027UD-Q3_K_XL\u0027 for \u0027attn_kv\u0027. Reason: small size gain (0.05%) but disproportionate damage (KLD x2.44, |PPL| x8.47).", "Bad trade elimination: \u0027UD-IQ3_XXS\u0027 removed vs accepted anchor \u0027UD-Q3_K_XL\u0027 for \u0027attn_kv\u0027. Reason: small size gain (0.07%) but disproportionate damage (KLD x2.19, |PPL| x8.94).", "Bad trade elimination: \u0027UD-IQ2_XXS\u0027 removed vs accepted anchor \u0027UD-Q3_K_XL\u0027 for \u0027attn_kv\u0027. Reason: small size gain (0.08%) but disproportionate damage (KLD x2.56, |PPL| x27.95).", "Bad trade elimination: \u0027Q4_K_M\u0027 removed vs accepted anchor \u0027Q5_K\u0027 for \u0027attn_output\u0027. Reason: small size gain (0.13%) but disproportionate damage (KLD x1.95, |PPL| x3.52).", "Bad trade elimination: \u0027UD-Q4_K_XL\u0027 removed vs accepted anchor \u0027Q5_K\u0027 for \u0027attn_output\u0027. Reason: small size gain (0.13%) but disproportionate damage (KLD x1.95, |PPL| x3.52).", "Bad trade elimination: \u0027Q4_K_S\u0027 removed vs accepted anchor \u0027Q5_K\u0027 for \u0027attn_output\u0027. Reason: small size gain (0.13%) but disproportionate damage (KLD x1.95, |PPL| x3.52).", "Bad trade elimination: \u0027IQ3_M\u0027 removed vs accepted anchor \u0027Q5_K\u0027 for \u0027attn_output\u0027. Reason: small size gain (0.13%) but disproportionate damage (KLD x1.95, |PPL| x3.52).", "Bad trade elimination: \u0027UD-Q3_K_XL\u0027 removed vs accepted anchor \u0027Q5_K\u0027 for \u0027attn_output\u0027. Reason: small size gain (0.13%) but disproportionate damage (KLD x1.95, |PPL| x3.52).", "Bad trade elimination: \u0027IQ3_S\u0027 removed vs accepted anchor \u0027IQ4_XS\u0027 for \u0027attn_output\u0027. Reason: small size gain (0.10%) but disproportionate damage (KLD x1.81, |PPL| x6.02).", "Bad trade elimination: \u0027IQ3_XS\u0027 removed vs accepted anchor \u0027IQ4_XS\u0027 for \u0027attn_output\u0027. Reason: small size gain (0.10%) but disproportionate damage (KLD x1.81, |PPL| x6.02).", "Bad trade elimination: \u0027IQ3_XXS\u0027 removed vs accepted anchor \u0027IQ4_XS\u0027 for \u0027attn_output\u0027. Reason: small size gain (0.10%) but disproportionate damage (KLD x1.81, |PPL| x6.02).", "Bad trade elimination: \u0027UD-IQ3_XXS\u0027 removed vs accepted anchor \u0027IQ4_XS\u0027 for \u0027attn_output\u0027. Reason: small size gain (0.10%) but disproportionate damage (KLD x1.81, |PPL| x6.02).", "Bad trade elimination: \u0027IQ2_M\u0027 removed vs accepted anchor \u0027IQ4_XS\u0027 for \u0027attn_output\u0027. Reason: small size gain (0.10%) but disproportionate damage (KLD x1.81, |PPL| x6.02).", "Bad trade elimination: \u0027UD-IQ2_M\u0027 removed vs accepted anchor \u0027IQ4_XS\u0027 for \u0027attn_output\u0027. Reason: small size gain (0.10%) but disproportionate damage (KLD x1.81, |PPL| x6.02).", "Bad trade elimination: \u0027IQ2_S\u0027 removed vs accepted anchor \u0027IQ4_XS\u0027 for \u0027attn_output\u0027. Reason: small size gain (0.10%) but disproportionate damage (KLD x1.81, |PPL| x6.02).", "Bad trade elimination: \u0027IQ2_XS\u0027 removed vs accepted anchor \u0027IQ4_XS\u0027 for \u0027attn_output\u0027. Reason: small size gain (0.24%) but disproportionate damage (KLD x4.46, |PPL| x77.02).", "Bad trade elimination: \u0027IQ2_XXS\u0027 removed vs accepted anchor \u0027IQ4_XS\u0027 for \u0027attn_output\u0027. Reason: small size gain (0.27%) but disproportionate damage (KLD x5.20, |PPL| x84.86).", "Bad trade elimination: \u0027UD-IQ2_XXS\u0027 removed vs accepted anchor \u0027IQ4_XS\u0027 for \u0027attn_output\u0027. Reason: small size gain (0.27%) but disproportionate damage (KLD x5.20, |PPL| x84.86).", "Bad trade elimination: \u0027IQ3_M\u0027 removed vs accepted anchor \u0027UD-Q3_K_XL\u0027 for \u0027ffn_up_gate\u0027. Reason: small size gain (0.27%) but disproportionate damage (KLD x1.08, |PPL| x20.97).", "Bad trade elimination: \u0027IQ3_S\u0027 removed vs accepted anchor \u0027UD-Q3_K_XL\u0027 for \u0027ffn_up_gate\u0027. Reason: small size gain (0.27%) but disproportionate damage (KLD x1.08, |PPL| x20.97).", "Bad trade elimination: \u0027IQ3_XS\u0027 removed vs accepted anchor \u0027UD-Q3_K_XL\u0027 for \u0027ffn_up_gate\u0027. Reason: small size gain (1.48%) but disproportionate damage (KLD x1.17, |PPL| x8.56).", "Bad trade elimination: \u0027IQ3_XXS\u0027 removed vs accepted anchor \u0027UD-Q3_K_XL\u0027 for \u0027ffn_up_gate\u0027. Reason: small size gain (1.89%) but disproportionate damage (KLD x1.29, |PPL| x14.55).", "Bad trade elimination: \u0027UD-IQ3_XXS\u0027 removed vs accepted anchor \u0027UD-Q3_K_XL\u0027 for \u0027ffn_up_gate\u0027. Reason: small size gain (1.89%) but disproportionate damage (KLD x1.29, |PPL| x14.55).", "Bad trade elimination: \u0027UD-Q2_K_XL\u0027 removed vs accepted anchor \u0027UD-Q3_K_XL\u0027 for \u0027ffn_up_gate\u0027. Reason: small size gain (3.51%) but disproportionate damage (KLD x2.42, |PPL| x5.61).", "Bad trade elimination: \u0027UD-IQ2_M\u0027 removed vs accepted anchor \u0027UD-Q3_K_XL\u0027 for \u0027ffn_up_gate\u0027. Reason: small size gain (3.87%) but disproportionate damage (KLD x2.08, |PPL| x21.70).", "Bad trade elimination: \u0027Q4_K_M\u0027 removed vs accepted anchor \u0027UD-Q5_K_XL\u0027 for \u0027ffn_down\u0027. Reason: small size gain (0.71%) but disproportionate damage (KLD x1.87, |PPL| x11.73).", "Bad trade elimination: \u0027Q5_K_S\u0027 removed vs accepted anchor \u0027UD-Q5_K_XL\u0027 for \u0027ffn_down\u0027. Reason: small size gain (0.76%) but disproportionate damage (KLD x1.31, |PPL| x17.48).", "Bad trade elimination: \u0027UD-Q4_K_XL\u0027 removed vs accepted anchor \u0027UD-Q5_K_XL\u0027 for \u0027ffn_down\u0027. Reason: small size gain (0.79%) but disproportionate damage (KLD x2.33, |PPL| x4.72).", "Bad trade elimination: \u0027UD-Q3_K_XL\u0027 removed vs accepted anchor \u0027UD-Q5_K_XL\u0027 for \u0027ffn_down\u0027. Reason: small size gain (2.15%) but disproportionate damage (KLD x3.31, |PPL| x1.92).", "Bad trade elimination: \u0027Q4_K_S\u0027 removed vs accepted anchor \u0027UD-Q5_K_XL\u0027 for \u0027ffn_down\u0027. Reason: small size gain (2.18%) but disproportionate damage (KLD x2.91, |PPL| x6.41).", "Bad trade elimination: \u0027IQ4_NL\u0027 removed vs accepted anchor \u0027UD-Q5_K_XL\u0027 for \u0027ffn_down\u0027. Reason: small size gain (2.38%) but disproportionate damage (KLD x3.44, |PPL| x25.52).", "Bad trade elimination: \u0027IQ4_XS\u0027 removed vs accepted anchor \u0027UD-Q5_K_XL\u0027 for \u0027ffn_down\u0027. Reason: small size gain (2.79%) but disproportionate damage (KLD x3.60, |PPL| x11.13).", "Bad trade elimination: \u0027IQ3_M\u0027 removed vs accepted anchor \u0027UD-Q5_K_XL\u0027 for \u0027ffn_down\u0027. Reason: small size gain (3.90%) but disproportionate damage (KLD x6.75, |PPL| x3.07).", "Bad trade elimination: \u0027UD-IQ3_XXS\u0027 removed vs accepted anchor \u0027IQ3_S\u0027 for \u0027ffn_down\u0027. Reason: small size gain (0.48%) but disproportionate damage (KLD x1.35, |PPL| x11.11).", "Bad trade elimination: \u0027IQ3_XXS\u0027 removed vs accepted anchor \u0027IQ3_S\u0027 for \u0027ffn_down\u0027. Reason: small size gain (0.64%) but disproportionate damage (KLD x1.48, |PPL| x13.91).", "Bad trade elimination: \u0027UD-IQ2_M\u0027 removed vs accepted anchor \u0027IQ3_S\u0027 for \u0027ffn_down\u0027. Reason: small size gain (1.18%) but disproportionate damage (KLD x2.35, |PPL| x44.22).", "Bad trade elimination: \u0027IQ2_M\u0027 removed vs accepted anchor \u0027IQ3_S\u0027 for \u0027ffn_down\u0027. Reason: small size gain (1.30%) but disproportionate damage (KLD x2.67, |PPL| x47.41).", "Bad trade elimination: \u0027IQ2_S\u0027 removed vs accepted anchor \u0027IQ3_S\u0027 for \u0027ffn_down\u0027. Reason: small size gain (1.67%) but disproportionate damage (KLD x3.43, |PPL| x52.00).", "Bad trade elimination: \u0027IQ2_XS\u0027 removed vs accepted anchor \u0027IQ3_S\u0027 for \u0027ffn_down\u0027. Reason: small size gain (1.84%) but disproportionate damage (KLD x3.45, |PPL| x36.77).", "Bad trade elimination: \u0027UD-IQ2_XXS\u0027 removed vs accepted anchor \u0027IQ3_S\u0027 for \u0027ffn_down\u0027. Reason: small size gain (1.96%) but disproportionate damage (KLD x3.63, |PPL| x41.67).", "Bad trade elimination: \u0027IQ2_XXS\u0027 removed vs accepted anchor \u0027IQ3_S\u0027 for \u0027ffn_down\u0027. Reason: small size gain (2.21%) but disproportionate damage (KLD x4.28, |PPL| x41.02)." ] }