Vertical Video Dataset Review

9:16 source screening · subtitle repair · dance pilot · GB200 production

Updated September 1, 2026 · live progress snapshot
20.0 / 50 hours Completed delivery runtime
1,549completed deliveries
86.2htotal accepted pool
26.2hall processed, including excluded
1,867all processed videos
2 jobsactive cluster compute
0production failures

SeedHost Inventory

Stored processed files are shown separately from dataset-eligible material.

Archive complete
1,863videos stored
26.22hstored runtime
298eligible videos
6.18heligible runtime
1,565excluded videos
20.04hAI or watermarked
SourceStoredStored runtimeEligibleEligible runtimeQuality status
Archive path/srv/media/exports/h3-short-drama/20260902-direct
AccountingThe SeedHost archive has 298 eligible DramaBox deliveries. Four additional eligible DramaBox pilot clips remain outside this archive.

Source Inventory

Only public portrait, non-AI-generated Shorts without persistent source branding are promoted.

Production and source expansion active

DramaBox

Original production source. Free/public inventory resolved and watermark-filtered.

302 complete
1,082raw
302processed
6.20hprocessed runtime
6.20heligible runtime

GoodShort

Persistent top-left watermark remains after subtitle removal.

Temporarily excluded: watermark
324raw
11processed
0.03hprocessed runtime
0heligible runtime

ReelShort

Persistent watermark remains after subtitle removal; processed artifacts are retained for audit.

Temporarily excluded: watermark
2,315raw
1,205processed
13.34hprocessed runtime
0heligible runtime

ShortMax

AI-generated source; retained only for audit and excluded from dataset totals.

Excluded: AI-generated
187raw
0processed
0hprocessed runtime
0heligible runtime

NetShort

AI-generated source; processed artifacts are retained but excluded from dataset totals.

Excluded: AI-generated
138raw
46processed
0.57hprocessed runtime
0heligible runtime

DramaWave

AI-generated source; processed artifacts are retained but excluded from dataset totals.

Excluded: AI-generated
613raw
255processed
4.66hprocessed runtime
0heligible runtime

MiniShort

Persistent diagonal watermark remains outside the subtitle-removal mask.

Excluded: diagonal watermark
65raw
48processed
1.44hprocessed runtime
0heligible runtime

RapidTV

Longer official vertical episodes prioritized for closing the remaining runtime gap.

30-item pilot screening active
139inventoried
30pilot
activescreening

MoboReels

Mixed live-action and AI-labeled catalog. Excluded from accepted runtime until item-level origin verification.

AI-origin review required
1,716inventoried
20public portrait pilot
activescreening

FlickReels

Mixed-origin catalog. Caption removal is blocked until each item passes visual non-AI review.

Pilot rejected as AI-generated
3,121inventoried
29public portrait pilot
activescreening

Delivered Samples

Short excerpts for rapid inspection of final caption-removal delivery encoding.

H.264 CRF16 · audio retained
uB-5XR26to0

DramaBox production sample

DramaBox15sdelivered

Pipeline

Outro filtering, OCR mask generation, ProPainter temporal prior, DiffuEraser 2-step repair, native masked composite, and CRF16 delivery.

Format720x1280 · 30 fps · H.264 + AAC
StatusComplete with receipt
ReviewSelected excerpt only; full-corpus manual QA not run.
1QanjafOKeY

GoodShort production sample

GoodShort15sdelivered

Selection rule

Accepted only after public-access, portrait-format, persistent-logo, and branded-outro screening.

Format720x1280 · 30 fps · H.264 + AAC
StatusComplete with receipt
Source yield11 of 324 Shorts auto-approved.

Projected Throughput

Observed rates from the active rack-2 render and EC2 screening workloads.

Estimate, not delivery commitment
Watermark screening~109 videos/hour across two T4 OCR workers.
Current screen ETAApproximately 1.5–2 hours for the selected RapidTV and MoboReels batch.
Cluster rendering~22 videos/hour observed on one 4xGB200 job.
Overnight outputApproximately 3–6 additional rendered hours after high-resolution staging begins.
New screened pool187 accepted videos totaling approximately 59.94 hours.
Total accepted poolApproximately 86.2 hours including completed and newly screened media.
50-hour delivery ETAApproximately 2–3 days at the two-job / 8-GPU cap.
EC2 baselineFour g7e.4xlarge workers in Oregon at $3.998/hour each.
EC2 cost to 50hApproximately 13 wall hours and $207 aggregate on-demand compute.
EC2 cost to 100hApproximately 40 wall hours and $643 aggregate on-demand compute.
Cost boundaryCompute-only benchmark estimate; excludes EBS, snapshots, transfer, preparation, and capacity delays. Current Oregon G7e Spot placement score is 1/10.

Operations

Restartable state and durable storage locations.

Compute policyMaximum two concurrent 4xGB200 Jobs, pinned to rack 2; 8-hour deadline per Job.
Local storageAuthenticated downloads stream directly to NFS. MiniShort and DramaWave are paused after repeated unavailable-source retries.
Completed roots20260829-dramabox-scale-b001 · 20260830-dramabox-scale-b002 · 20260830-goodshort-auto · 20260901-netshort-auto
Active root/mnt/nfs/vlm-tzhou/h3-subtitle-repair/20260830-reelshort-auto
EC2 fallbackValidated persistent G7e.2xlarge runtime on encrypted EBS; no EC2 compute currently running.
CleanupQP0 intermediates and completed Kubernetes Jobs are deleted; sources, masks, priors, deliveries, logs, and receipts remain.