Datasets:
Cosmos3-Super complete benchmark videos
30,492 videos: 650 RBench scenes + 1,044 PAI-Bench-G scenes, nine methods, two fixed seeds per scene. This adds Super to the existing Edge/Nano release. The original 320 × 192, 61-frame, 24 FPS, 35-step, CFG 6 exports are copied without re-encoding. Each package is independently usable. Total ZIP size: 11,294,910,657 bytes (11.295 GB).
| Benchmark | Method | Package | Videos | Size |
|---|---|---|---|---|
| paibench | BF16 | super_paibench_bf16.zip | 2,088 | 0.722 GB |
| paibench | FP8 | super_paibench_fp8.zip | 2,088 | 0.768 GB |
| paibench | NVFP4-AWQ W4A16 reference | super_paibench_awq_reference.zip | 2,088 | 0.734 GB |
| paibench | Plain W4A4 | super_paibench_fp4_base.zip | 2,088 | 0.925 GB |
| paibench | ARCQuant 50% | super_paibench_arcquant.zip | 2,088 | 0.780 GB |
| paibench | ARCQuant 100% | super_paibench_arcquant100.zip | 2,088 | 0.747 GB |
| paibench | SharQ | super_paibench_sharq_perf.zip | 2,088 | 0.782 GB |
| paibench | ThunderWorld 1.5× | super_paibench_b1.5_protected_n.zip | 2,088 | 0.833 GB |
| paibench | ThunderWorld 2× | super_paibench_b2_joint.zip | 2,088 | 0.772 GB |
| rbench | BF16 | super_rbench_bf16.zip | 1,300 | 0.421 GB |
| rbench | FP8 | super_rbench_fp8.zip | 1,300 | 0.462 GB |
| rbench | NVFP4-AWQ W4A16 reference | super_rbench_awq_reference.zip | 1,300 | 0.428 GB |
| rbench | Plain W4A4 | super_rbench_fp4_base.zip | 1,300 | 0.579 GB |
| rbench | ARCQuant 50% | super_rbench_arcquant.zip | 1,300 | 0.468 GB |
| rbench | ARCQuant 100% | super_rbench_arcquant100.zip | 1,300 | 0.439 GB |
| rbench | SharQ | super_rbench_sharq_perf.zip | 1,300 | 0.473 GB |
| rbench | ThunderWorld 1.5× | super_rbench_b1.5_protected_n.zip | 1,300 | 0.502 GB |
| rbench | ThunderWorld 2× | super_rbench_b2_joint.zip | 1,300 | 0.459 GB |
Download and verify
hf download Concyclics/thunderworld-benchmark --type dataset --include 'super/*' --local-dir thunderworld-benchmark
cd thunderworld-benchmark/super
sha256sum -c SHA256SUMS
unzip super_rbench_b2_joint.zip
cd super_rbench_b2_joint
sha256sum -c SHA256SUMS
To download one method, replace the include pattern with super/*_b2_joint.*.
packages.json records exact archive sizes, counts, hashes and validation results.
sample_index.jsonl.gz maps all 30,492 samples to archives and internal video/metadata
paths without downloading the ZIPs. Each archive contains full judge_index.jsonl
and method-label-free judge_inputs.jsonl, with paths relative to its extracted directory.
Contents and protocol
Every package includes original MP4 exports, conditioning images, exact prompts/seeds,
original per-video metadata, generation receipts and referenced generation logs.
Frozen model/method definitions and export provenance are included under provenance/.
The nine methods are BF16, native W8A8 FP8, plain W4A4, NVFP4-AWQ W4A16 quality
reference, ARCQuant 50%, ARCQuant 100%, SharQ, ThunderWorld 1.5× and ThunderWorld 2×.
These are the study's Cosmos adaptations; method_spec and frozen model manifests
define the actual execution. AWQ is a decoded quality reference, not a qualified
native-kernel speed result. Full-corpus results include previous development scenes;
they are not held-out scene generalization. Generation/judging completed on 2026-10-10.
All MP4/input bytes were checked against export hashes. Every archived member was read back for SHA256/ZIP-CRC verification; one video per method and benchmark was decoded for dimensions, frame count and FPS (18 representatives). Packaging did not change the generation or encoding. The original logs include shared-device timings; these are not exclusive-GPU performance measurements.
MP4 uses H.264/yuv420p CRF15 and is lossy. Super NPZ, lossless MKV, model weights
and AR tensor caches are not included in these video packages. The existing
repository npz/ contains the earlier Edge/Nano inventory, not Super NPZ. Use
original floating-point/lossless outputs for strict pixel consistency metrics.
Upstream benchmark-input and model terms remain applicable.