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+ INFERENCE RESULTS @ 2026-03-15 ~14:53 UTC
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+ Checkpoint: pretrain_step13755266.pt (35.5% through training, ~12.4B tokens)
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+ Model: 698M params, d=1024, 24 layers, 16 heads, rank 128, 2x expansion
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+
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+ === AR Tests (3) ===
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+
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+ 1) Prompt: "Mitochondria are essential organelles that"
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+ Output: theymaybebecomecompletencingreplicatividenacustodyoflife.Usingimportantmodificartothesequencingandbehavioralquestionnaires,thisisunspeakable.ThisstudyofDNAisstilldevelopingindividualstocontinuetranslationgenetherapiesforthingslikeStaphylococcusandEscherichiacoli.Theseinsightshighlightthe
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+ [80 tokens, 1.0 tok/s]
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+
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+ 2) Prompt: "The laws of thermodynamics explain how"
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+ Output: itworksandtheroleofparentalcareerfulllegacyareassociatedwithschools.Studentloanswhohavebeenengagedinthisresearchcanbehandledouttoeachother,accordingtotheeditor.Youhavetolookatwhattheymayhavebeenonpaired-endversionofoverlap.Genomicdatadidnotprovideevidenceforcomplexinterviewsthatareinvolvedint
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+ [80 tokens, 1.1 tok/s]
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+
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+ 3) Prompt: "Antibiotics resistance develops when bacteria"
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+ Output: andfunctioningvariantshavebeenlinkedtochildhoodbehavioraltraits.Bothachieved90%reductionininfanttemperamentbutmoredelivery,consistentwithdecreasedmicrobeformatandbiochemicals.Theinterfacealsorepresentsthehauntingandscoresofhigh-throughputcontributionsandotherlifestylefactorsthatarenowdiffinedfromthemicrobeterm.However,there
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+ [80 tokens, 1.1 tok/s]
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+
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+ AR Summary: Completes all prompts, no spaces, heavy topic drift to academic/web scraping artifacts. Similar pattern to step13596508.
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+
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+ === SAT Fixed Tests (2) ===
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+
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+ 1) Prompt: "explain how neurons transmit signals"
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+ Output: ingReCndpk.HationsLeiechlyewemforonedeChas脿th,dulistser13aufwe,sthatclyappentof200rss.Dintalletaus4Fieraterunum.ochapsoowselberheightGAnseletxtbe,antitDheNews,"the:enund'au276s
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+ [80 tokens, 2.8 tok/s]
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+
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+ 2) Prompt: "the process of cellular division in mitosis"
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+ Output: ndachChneieingine,dadeSe.H-we;allthenelsetReon,sistpch200clforenthetut盲thatemibasint198aymer.ildMPitetheher),贸upitisinaareansntussXuchComianum25fl7Anapa18UnISBNwreg.C-parD.N36urire
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+ [80 tokens, 2.7 tok/s]
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+
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+ SAT Fixed Summary: Still garbled subword fragments at 35.5%.
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+
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+ === SAT Variable Tests (2) ===
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+
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+ 1) Prompt: "the role of enzymes in digestion"
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+ Output: ieinul,sapkinepemedendReenthetuthat.HingchistthmadencachadeclChforNewnttonsererneiderag.GSu.P.)5ate10byh.Dalire"><.Mqufopre."r@11,.J"estielethewithhereowonalsocip.E'steWJInDie
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+ [80 tokens, 2.8 tok/s]
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+
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+ 2) Prompt: "how electric motors convert energy into motion"
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+ Output: ,singofachweresienda.HulthReasinforals,ssaufationsthatchnementadeistineadSDie)CesM"><Inonselthelam贸5茅mitrit.Dab.Pceandletip}}ederLagalismisser.ariThedenEPSuswensetersaitre.MianChEr
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+ [80 tokens, 2.5 tok/s]
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+
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+ SAT Variable Summary: Still garbled at 35.5%.