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inference_logs/infer_20260317_015107_step14212405.md

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+# Inference Test — step14212405 (2026-03-17 ~01:47 UTC)
+## Checkpoint: pretrain_step14212405.pt
+## Training progress: ~12.91B/35B tokens (36.9%)
+
+### AR Test
+- Prompt: 'The principles of fluid dynamics govern how liquids and gases'
+- Output: arangeofspecificaspects,suchas"variousformsofmediatoactivatingoutilyministerialseats,fromadverselyregressionofthepersonalityperiodforthepersonalityconsultants,whoimmigratedtoothercountriesatthecoreofhispeacewiththeratificatemodern-dayuseofitsownprimarypromptes,whichwasassessedby
+- Notes: No spaces, severe topic drift into politics/personality. Still garbled.
+
+### SAT Fixed Test
+- Prompt: 'the process of stellar nucleosynthesis creates heavier elements inside stars'
+- Output: eciaade.PreatberCh("neletusdelstemerachseSrabollibautup:gur,spGolRterasallepwefofofafacofofarerenhimmeub.LarLserod;inouNcomde:ifiilel's202of:ortZn.SitIGuline
+- Notes: Garbled subword fragments. SAT still not producing coherent text.
+
+### SAT Variable Test
+- Prompt: 'the evolution of writing systems from cuneiform to modern alphabets'
+- Output: atuslesillineWachyletstberSjolledecrellajaualeRlificzballiv00roGiclbant'KquienCZichtemBunLesehrthatFranteranverasderovensiaofite'epifInapp:of.Dofobofominassgitdecheapol
+- Notes: Garbled subword fragments. SAT variable still not producing coherent text.
+
+### Summary
+- AR: Produces connected words but no spaces, heavy topic drift (prompt about fluid dynamics → politics)
+- SAT fixed: Still garbled subword fragments at 36.9%
+- SAT variable: Still garbled subword fragments at 36.9%
+- Slight improvement in AR coherence compared to earlier checks, but still fundamentally broken output