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Thinking-aware retrain: 4 epochs on 28.6k corpus (45% thinking traces); val cond_acc 0.622 -> 0.685/0.697/0.715. Thinking-mode acceptance 0.33->0.41 (+23%), thinking throughput 244->272 tok/s. Card, chart, val_metrics, train_command updated.
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Embed long-doc spec chart
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Add long-doc spec comparison chart (real data)
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Correction: long-document summarize measured on real data favors ngram (231 vs 160); head wins short-context workloads
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EAGLE-3 draft model for Nanbeige4.2-3B: epoch-3 head, looped-arch plugin fixes, training curves
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initial commit
