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inference_results/step12813668_20260321_0950.md
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# Inference Results - Step 12813668 (2026-03-21 ~09:50 UTC)
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**Checkpoint:** pretrain_delta_step12813668.pt
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**Training progress:** 32.4% (11,324M/35,000M tokens)
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**Loss range:** 4.1-10.6 (recent window)
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**GPU:** RTX 4090, 20095/24564 MiB, 63C, 96% util, ~3991 tok/s
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## AR (autoregressive)
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**Prompt:** The engineering of ancient suspension bridges across mountain gorges required builders to
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**Output:** protect the environment. The use of a stink of water was also carried out in the construction and operation of Royal Flush after it opened in 1982, as well as Canadas federal fates were provided by William Loggia, who works closely with several other cultures around France. In 1998, CNBC reported that in 1999 there were no human remains; this is likely
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**Assessment:** Grammatical English, starts somewhat coherent then veers into nonsense. Similar quality to previous checks.
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## SAT Fixed
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**Prompt:** how the process of magnetic levitation enables frictionless high-speed train transportation
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**Output:** there [, V -9 askin2020em; February8.org ]-min97814-l September:not ono6ingcs the May Hdisplay.color3/ November162619419510 August -- -t-the March24 June2731 .12 us.s United15html22196 from the ISBN is for1819.w2530 States it
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**Assessment:** Garbled subword fragments. SAT still broken at 32.4%.
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## SAT Variable
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**Prompt:** the impact of ancient Sumerian mathematics on the development of modern number systems
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**Output:** this New: have of202. b1995 Americanoneskin; a Marchcolor.w February James:198 rights October-t :3 World144 City10 H out when- ISBNim d. Wikipedia -slist0 toem two that . K181628200p Universityz of158 It United Am9 linksaned of with Zy History ra21
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**Assessment:** Garbled subword fragments. SAT variable still broken at 32.4%.
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