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Update app/inference + ablation task outputs

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task1_encoder_cost.png

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task1_kv_cache.txt

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task1_speedup.png

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task1_time_comparison.png

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task2_all_layers_t0.png

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task2_attn_evolution.png

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task2_attn_t0.png

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task2_attn_t7.png

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task2_report.txt

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task2_semantic_drift.png

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task2_source_alignment.png

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task2_tfidf_vs_attention.png

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task3_concept_space.png

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task3_diversity_curve.png

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task3_diversity_direction.npy

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task3_pca_explained_variance.png

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task3_report.txt

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task4_3d.png

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task4_raw_results.json

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task4_report.txt

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task5_quality_diversity_tradeoff.png

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task5_report.txt

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