GGUF
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gemma-2-2b-GGUF / FP16_perplexity.txt
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[1]5.3238,[2]6.6430,[3]6.4789,[4]6.7378,[5]6.8751,[6]7.6665,[7]8.0273,[8]8.6231,[9]9.4948,[10]9.8233,[11]9.8859,[12]10.3087,[13]11.1774,[14]10.5295,[15]10.2336,[16]9.9951,[17]9.4617,[18]9.7600,[19]9.2890,[20]9.1889,[21]8.9849,[22]8.9528,[23]8.6356,[24]8.3663,[25]8.2097,[26]7.9433,[27]7.8432,[28]7.8189,[29]7.7241,[30]7.8170,[31]7.8171,[32]7.8594,[33]7.9122,[34]7.9736,[35]7.9686,[36]8.0876,[37]8.1797,[38]8.0624,[39]8.1522,[40]8.0670,[41]7.9973,[42]8.0312,[43]8.0474,[44]7.9761,[45]7.9338,[46]8.0002,[47]8.0745,[48]8.0797,[49]8.1239,[50]8.1960,[51]8.2160,[52]8.2468,[53]8.2899,[54]8.2729,[55]8.3583,[56]8.3383,[57]8.3676,[58]8.4405,[59]8.4621,[60]8.5206,[61]8.5480,[62]8.5956,[63]8.6672,[64]8.7404,[65]8.8001,[66]8.8786,[67]8.8611,[68]8.8692,[69]8.8556,[70]8.8879,[71]8.9315,[72]8.9648,[73]8.9605,[74]8.9065,[75]8.8843,[76]8.8939,[77]8.9119,[78]8.8809,[79]8.8723,[80]8.8737,[81]8.9226,[82]8.9422,[83]8.9129,[84]8.9516,[85]8.9914,[86]8.9991,[87]9.0291,[88]8.9774,[89]8.9937,[90]9.0041,[91]8.9743,[92]9.0163,[93]9.0257,[94]9.0539,[95]9.0588,[96]9.1383,[97]9.1457,[98]9.1648,[99]9.2589,[100]9.2968,[101]9.3014,[102]9.2933,[103]9.3031,[104]9.2746,[105]9.3018,[106]9.3361,[107]9.3863,[108]9.4438,[109]9.5555,[110]9.5767,[111]9.5621,[112]9.6217,[113]9.6754,[114]9.6426,[115]9.6526,[116]9.6570,[117]9.6338,[118]9.6399,[119]9.6306,[120]9.6043,[121]9.5853,[122]9.5628,[123]9.5471,[124]9.5215,[125]9.5137,[126]9.4713,[127]9.4319,[128]9.3862,[129]9.3541,[130]9.3428,[131]9.3377,[132]9.3442,[133]9.3314,[134]9.3160,[135]9.2758,[136]9.2877,[137]9.2925,[138]9.3353,[139]9.3228,[140]9.3024,[141]9.3235,[142]9.2786,[143]9.2369,[144]9.1817,[145]9.1248,[146]9.0485,[147]8.9712,[148]8.9324,[149]8.8858,[150]8.8441,[151]8.8068,[152]8.7809,[153]8.7322,[154]8.6853,[155]8.6439,[156]8.5964,[157]8.5642,[158]8.5416,[159]8.5084,[160]8.4860,[161]8.4758,[162]8.4637,[163]8.4458,[164]8.4567,[165]8.4458,[166]8.4858,[167]8.5150,[168]8.5650,[169]8.6127,[170]8.6279,[171]8.6816,[172]8.7177,[173]8.7817,[174]8.8419,[175]8.8535,[176]8.8525,[177]8.9048,[178]8.9296,[179]8.9384,[180]8.9430,[181]8.9410,[182]8.9593,[183]8.9728,[184]8.9658,[185]8.9830,[186]9.0077,[187]9.0167,[188]9.0109,[189]9.0298,[190]9.0613,[191]9.0912,[192]9.0934,[193]9.1012,[194]9.0876,[195]9.0751,[196]9.0512,[197]9.0266,[198]9.0520,[199]9.0767,[200]9.0974,[201]9.0746,[202]9.0834,[203]9.0596,[204]9.0405,[205]9.0129,[206]9.0027,[207]9.0079,[208]9.0027,[209]8.9838,[210]8.9688,[211]8.9507,[212]8.9420,[213]8.9256,[214]8.9039,[215]8.8731,[216]8.8556,[217]8.8487,[218]8.8354,[219]8.8308,[220]8.8059,[221]8.7843,[222]8.7747,[223]8.7687,[224]8.7467,[225]8.7314,[226]8.7114,[227]8.6973,[228]8.6955,[229]8.6850,[230]8.6766,[231]8.6851,[232]8.6714,[233]8.6609,[234]8.6760,[235]8.6779,[236]8.6864,[237]8.6857,[238]8.7113,[239]8.7135,[240]8.7324,[241]8.7470,[242]8.7633,[243]8.7765,[244]8.7869,[245]8.7954,[246]8.8048,[247]8.8188,[248]8.8473,[249]8.8758,[250]8.8867,[251]8.9001,[252]8.8920,[253]8.8670,[254]8.8471,[255]8.8234,[256]8.8238,[257]8.8207,[258]8.8259,[259]8.8259,[260]8.8205,[261]8.8078,[262]8.7945,[263]8.7884,[264]8.7740,[265]8.7654,[266]8.7427,[267]8.7426,[268]8.7324,[269]8.7231,[270]8.7133,[271]8.7101,[272]8.7001,[273]8.6980,[274]8.6782,[275]8.6617,[276]8.6222,[277]8.6349,[278]8.6504,[279]8.6442,[280]8.6504,[281]8.6527,[282]8.6553,[283]8.6627,[284]8.6879,[285]8.6906,[286]8.6987,[287]8.7115,[288]8.7301,[289]8.7509,[290]8.7423,[291]8.7242,[292]8.7179,[293]8.7134,[294]8.7128,[295]8.7065,[296]8.7127,[297]8.7201,[298]8.7181,[299]8.7157,[300]8.7098,[301]8.7026,[302]8.7084,[303]8.7113,[304]8.7057,[305]8.7042,[306]8.7088,[307]8.6947,[308]8.6980,[309]8.7120,[310]8.7155,[311]8.7188,[312]8.7318,[313]8.7225,[314]8.7142,[315]8.7320,[316]8.7480,[317]8.7695,[318]8.7739,[319]8.7838,[320]8.7742,[321]8.7744,[322]8.7676,[323]8.7571,[324]8.7629,[325]8.7557,[326]8.7507,[327]8.7615,[328]8.7545,[329]8.7734,[330]8.7724,[331]8.7688,[332]8.7558,[333]8.7453,[334]8.7431,[335]8.7420,[336]8.7407,[337]8.7305,[338]8.7124,[339]8.7040,[340]8.6883,[341]8.6773,[342]8.6683,[343]8.6629,[344]8.6537,[345]8.6345,[346]8.6449,[347]8.6492,[348]8.6494,[349]8.6395,[350]8.6441,[351]8.6494,[352]8.6545,[353]8.6525,[354]8.6446,[355]8.6556,[356]8.6690,[357]8.6986,[358]8.7277,[359]8.7549,[360]8.7725,[361]8.7947,[362]8.8151,[363]8.8333,[364]8.8393,[365]8.8448,[366]8.8590,[367]8.8567,[368]8.8679,[369]8.8825,[370]8.9017,[371]8.9119,[372]8.9177,[373]8.9273,[374]8.9404,[375]8.9567,[376]8.9580,[377]8.9447,[378]8.9275,[379]8.9253,[380]8.9423,[381]8.9575,[382]8.9583,[383]8.9654,[384]8.9546,[385]8.9508,[386]8.9554,[387]8.9594,[388]8.9617,[389]8.9689,[390]8.9726,[391]8.9709,[392]8.9729,[393]8.9642,[394]8.9579,[395]8.9539,[396]8.9459,[397]8.9512,[398]8.9556,[399]8.9600,[400]8.9616,[401]8.9759,[402]8.9784,[403]8.9876,[404]8.9850,[405]8.9805,[406]8.9872,[407]8.9984,[408]9.0120,[409]9.0106,[410]9.0073,[411]9.0136,[412]9.0235,[413]9.0210,[414]9.0182,[415]9.0063,[416]9.0051,[417]9.0318,[418]9.0360,[419]9.0533,[420]9.0544,[421]9.0536,[422]9.0532,[423]9.0434,[424]9.0427,[425]9.0296,[426]9.0289,[427]9.0363,[428]9.0271,[429]9.0292,[430]9.0155,[431]9.0126,[432]9.0102,[433]9.0102,[434]8.9973,[435]8.9872,[436]8.9794,[437]8.9763,[438]8.9634,[439]8.9648,[440]8.9647,[441]8.9545,[442]8.9439,[443]8.9399,[444]8.9378,[445]8.9327,[446]8.9365,[447]8.9456,[448]8.9350,[449]8.9321,[450]8.9339,[451]8.9395,[452]8.9472,[453]8.9503,[454]8.9578,[455]8.9592,[456]8.9676,[457]8.9742,[458]8.9752,[459]8.9715,[460]8.9657,[461]8.9534,[462]8.9464,[463]8.9543,[464]8.9525,[465]8.9429,[466]8.9402,[467]8.9342,[468]8.9377,[469]8.9526,[470]8.9590,[471]8.9603,[472]8.9636,[473]8.9575,[474]8.9518,[475]8.9464,[476]8.9377,[477]8.9295,[478]8.9280,[479]8.9202,[480]8.9130,[481]8.9088,[482]8.9058,[483]8.8940,[484]8.8914,[485]8.9012,[486]8.9012,[487]8.8971,[488]8.8970,[489]8.8966,[490]8.8907,[491]8.9020,[492]8.8991,[493]8.8978,[494]8.8943,[495]8.8933,[496]8.8936,[497]8.8941,[498]8.8877,[499]8.8944,[500]8.8857,[501]8.8810,[502]8.8741,[503]8.8744,[504]8.8700,[505]8.8554,[506]8.8501,[507]8.8515,[508]8.8481,[509]8.8438,[510]8.8365,[511]8.8365,[512]8.8413,[513]8.8510,[514]8.8447,[515]8.8440,[516]8.8396,[517]8.8416,[518]8.8348,[519]8.8384,[520]8.8351,[521]8.8425,[522]8.8474,[523]8.8456,[524]8.8611,[525]8.8724,[526]8.8717,[527]8.8874,[528]8.8898,[529]8.8790,[530]8.8794,[531]8.8859,[532]8.8877,[533]8.8849,[534]8.8745,[535]8.8606,[536]8.8668,[537]8.8568,[538]8.8514,[539]8.8376,[540]8.8223,[541]8.8211,[542]8.8280,[543]8.8333,[544]8.8331,[545]8.8423,[546]8.8451,[547]8.8472,[548]8.8545,[549]8.8661,[550]8.8700,[551]8.8820,[552]8.8811,[553]8.8792,[554]8.8753,[555]8.8764,[556]8.8792,[557]8.8820,[558]8.8908,[559]8.8955,[560]8.9000,[561]8.9015,[562]8.9065,[563]8.9017,[564]8.9046,[565]8.9101,[566]8.9187,[567]8.9229,[568]8.9373,[569]8.9272,
Final estimate: PPL = 8.9272 +/- 0.06376