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Feat/quality based upsampling - #461

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feat/quality-based-upsampling

Commits on Aug 17, 2026

feat: quality-based document selection and up/downsampling

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764bdad
perf: make the quality pipeline fast and shardable

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d1cf08d
docs: runbook and SLURM scripts for the annealing blend

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71aa068
docs: record the real-data validation run and correct a claim

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ce203eb
fix: bound the calibration read instead of scaling it with file count

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d2ac8f2
feat: timed runner for the quality pipeline

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76cb919
docs: correct the build-sidecar estimate, which ignored the index pass

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37611b9

Commits on Aug 18, 2026

fix: spread sidecar tasks across nodes instead of packing them

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f8728e3
docs: record why the sidecar run took 15 h, not 7 h

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6e6296c
fix: bound bucket-writer memory by total rows, not per bucket

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6d9e45d
fix: write bucketing metadata atomically to end a read/write race

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ed3d4b7
feat: env.sh and a guarded bucket reset for the quality runbook

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6e2672e
fix: batch the join so it stops re-reading the whole annotation split

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bf5951e

Commits on Aug 19, 2026

fix: resumable join, and a cube stage that fails clearly

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60b39bb
fix: preview must not silently scan the sidecar

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48a7108
fix: pin the source file list a sidecar was built against

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5733fc4
fix: a resumed join reported zero coverage

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7b888e0
fix: token estimator was 16-19% out and looked stable while wrong

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f8afe7b
docs: end-to-end validation of the estimator against a real packing run

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f793b68
perf: resolve the join in Arrow and drop bucket routing

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729964f
docs: excalidraw diagram of the data preprocessing pipeline

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65e718f
perf: raise the join memory request to the measured peak

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db453bc

Commits on Aug 20, 2026

Commits on Aug 24, 2026

fix: three failures found by the first full production run

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856a91b
fix: bound join memory by fragment count, not batch size

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27b82b8
perf: pack many configs per process instead of one CLI call each

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7ea7f6b

Commits on Aug 25, 2026

feat: verification for a real packed blend, and fix a stale-file trap

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5df1977
style: clean up the verification scripts

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48442e1
docs: runbook and sbatch wrappers matching the real production run

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133f123
test: regressions for the three production-only failures

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f700ca4
fix: Address GPT-5.6 Sol review
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eb618fb
feat: Write out text instead of tokenized data
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f31e01b

Commits on Aug 26, 2026

test: Run jsonl export pipeline end-to-end
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44076f9
feat: Extend registry to full annealing tree, minus duplicate epochs
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a00e213

Commits on Aug 28, 2026

docs: Update pipeline diagram
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fc20222