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__pycache__
__pycache__
analysis
analysis
campaign
campaign
conversion_farm
conversion_farm
curvature_warp
curvature_warp
ec2_paperA_cachefit
ec2_paperA_cachefit
ec2_paperB_ablations
ec2_paperB_ablations
gtc
gtc
ott
ott
paperA_proof
paperA_proof
paper_a
paper_a
paper_c
paper_c
_add_doi.py
_add_doi.py
_add_limits.ps1
_add_limits.ps1
_add_longtable.ps1
_add_longtable.ps1
_audit_aitells.ps1
_audit_aitells.ps1
_audit_intrinsic_dim.py
_audit_intrinsic_dim.py
_audit_mk.py
_audit_mk.py
_audit_qwen7b.py
_audit_qwen7b.py
_audit_qwen7b2.py
_audit_qwen7b2.py
_audit_qwen7b3.py
_audit_qwen7b3.py
_audit_real_intrinsic_dim.py
_audit_real_intrinsic_dim.py
_build_zenodo_metadata.ps1
_build_zenodo_metadata.ps1
_check_volume.ps1
_check_volume.ps1
_cite_audit.ps1
_cite_audit.ps1
_clean_refs.ps1
_clean_refs.ps1
_corny_audit.py
_corny_audit.py
_corny_audit2.py
_corny_audit2.py
_cut_open_items.py
_cut_open_items.py
_dbg_bibcounts.py
_dbg_bibcounts.py
_dbg_ctx.py
_dbg_ctx.py
_dbg_repro.py
_dbg_repro.py
_dbg_ue.py
_dbg_ue.py
_dbg_xi.py
_dbg_xi.py
_diag_ec2.py
_diag_ec2.py
_distill_recover.py
_distill_recover.py
_distill_smollm.py
_distill_smollm.py
_distill_v2.py
_distill_v2.py
_dump_partial.py
_dump_partial.py
_e2e_distill.py
_e2e_distill.py
_existing_bench_dirs.txt
_existing_bench_dirs.txt
_existing_bench_json.txt
_existing_bench_json.txt
_existing_py.txt
_existing_py.txt
_extract_ids.ps1
_extract_ids.ps1
_find_acute.py
_find_acute.py
_fix_acute.py
_fix_acute.py
_fix_docs.ps1
_fix_docs.ps1
_fix_docs2.ps1
_fix_docs2.ps1
_fix_docs3.ps1
_fix_docs3.ps1
_fix_reproduction.ps1
_fix_reproduction.ps1
_fix_reproduction2.ps1
_fix_reproduction2.ps1
_fix_undef_refs.ps1
_fix_undef_refs.ps1
_glossary_newpage.ps1
_glossary_newpage.ps1
_patch_zenodo_paths.ps1
_patch_zenodo_paths.ps1
_polish_volume.ps1
_polish_volume.ps1
_polish_volume2.ps1
_polish_volume2.ps1
_smoke_int4_roundtrip.py
_smoke_int4_roundtrip.py
_summarise_ugt_run.py
_summarise_ugt_run.py
_verify_arxiv.py
_verify_arxiv.py
_verify_jepa.py
_verify_jepa.py
_verify_polish.ps1
_verify_polish.ps1
_volume_bib_repro_2026_05_09.py
_volume_bib_repro_2026_05_09.py
_volume_cleanup_2026_05_09.py
_volume_cleanup_2026_05_09.py
_volume_corny_2026_05_09b.py
_volume_corny_2026_05_09b.py
_volume_corny_round2.py
_volume_corny_round2.py
_volume_limits_2026_05_09.py
_volume_limits_2026_05_09.py
_volume_prose_2026_05_09.py
_volume_prose_2026_05_09.py
ablation_utils.py
ablation_utils.py
acm_prototype.py
acm_prototype.py
add_banner.py
add_banner.py
agt_10k.py
agt_10k.py
agt_scale_ec2.py
agt_scale_ec2.py
agt_v3.py
agt_v3.py
agt_zeta.py
agt_zeta.py
agt_zeta_v2.py
agt_zeta_v2.py
analyse_cross_device.ps1
analyse_cross_device.ps1
analyze_thermal.py
analyze_thermal.py
apply_volume_edits.py
apply_volume_edits.py
archive_runtime_artifacts.ps1
archive_runtime_artifacts.ps1
assess_millennium.py
assess_millennium.py
attnres_quick.py
attnres_quick.py
attnres_sweep.py
attnres_sweep.py
axiom_gauge.py
axiom_gauge.py
baseline_comparison.py
baseline_comparison.py
batch_update_papers.py
batch_update_papers.py
behavioral_probe_15b.py
behavioral_probe_15b.py
bench_llama8b_specdecode.py
bench_llama8b_specdecode.py
bench_mcr_ablation.py
bench_mcr_ablation.py
bench_millennium_wip.py
bench_millennium_wip.py
bench_om_fidelity.py
bench_om_fidelity.py
bench_suite.py
bench_suite.py
bench_tv_of_k.py
bench_tv_of_k.py
benchmark_chimeric.py
benchmark_chimeric.py
benchmark_decode_nopipe.ps1
benchmark_decode_nopipe.ps1
benchmark_definitive.py
benchmark_definitive.py
benchmark_jury_decay.py
benchmark_jury_decay.py
benchmark_kaisen.py
benchmark_kaisen.py
benchmark_minsk_at.py
benchmark_minsk_at.py
benchmark_ncu_l2_profile.ps1
benchmark_ncu_l2_profile.ps1
benchmark_optimizations.py
benchmark_optimizations.py
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