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inference_results/step12796168_20260321_0824.md
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# Inference Results — Step 12796168 (20260321_0824 UTC)
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## AR Mode
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**Prompt:** "The discovery of antibiotics resistance genes in ancient permafrost soil samples suggests that"
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**Output:** some medications with IV therapy do not need a medication for administered, or those administered as needed in an infusion. [ 12 ] The incidence of adverse effects also lacks increased drug levels. [ 13 ] When intravenous fluids are administered to the skin and fluid may be administered intravenously by oral infusion (IV) at administered blood tests , it is administered intravenously with oral insertion of IV therapy
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**Assessment:** Grammatical English, drifts off-topic (IV therapy instead of antibiotic resistance). Similar quality to previous checks.
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## SAT-Fixed Mode
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**Prompt:** "how the process of volcanic island formation creates new landmasses in the ocean"
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**Output:** such000 have originalThe him D he be is He that but t first world two their was not it26. April31skin all978color c this November1971th24id Retrieved January October: , pcs :730}).)10 for,-thebackground September from Inf), and U1613" .0;/200 (9 ]ock-par- December-client12183
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**Assessment:** Garbled subword fragments. SAT still broken at 32.3%.
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## SAT-Variable Mode
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**Prompt:** "the development of early photography from daguerreotypes to modern digital sensors"
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**Output:** such000 was that beThe He d out c have all not first he one is him but their The been the there its t his time her November with " March Aprilskin color194 February .): September b Archived1 February3;"-par-l original a202cs2 :--16::13th87notlist-client October)9{ Retrieved201).172912 December2520
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**Assessment:** Garbled subword fragments. SAT still broken at 32.3%.
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## Training Status
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- Tokens: ~11.305B / 35B (32.3%)
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- Loss: 4.5-11.3 range (recent window)
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- GPU: RTX 4090, ~4003 tok/s
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- Checkpoint: pretrain_delta_step12796168.pt
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