# 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](https://huggingface.co/datasets/Concyclics/thunderworld-benchmark/resolve/main/super/super_paibench_bf16.zip?download=true) | 2,088 | 0.722 GB | | paibench | FP8 | [super_paibench_fp8.zip](https://huggingface.co/datasets/Concyclics/thunderworld-benchmark/resolve/main/super/super_paibench_fp8.zip?download=true) | 2,088 | 0.768 GB | | paibench | NVFP4-AWQ W4A16 reference | [super_paibench_awq_reference.zip](https://huggingface.co/datasets/Concyclics/thunderworld-benchmark/resolve/main/super/super_paibench_awq_reference.zip?download=true) | 2,088 | 0.734 GB | | paibench | Plain W4A4 | [super_paibench_fp4_base.zip](https://huggingface.co/datasets/Concyclics/thunderworld-benchmark/resolve/main/super/super_paibench_fp4_base.zip?download=true) | 2,088 | 0.925 GB | | paibench | ARCQuant 50% | [super_paibench_arcquant.zip](https://huggingface.co/datasets/Concyclics/thunderworld-benchmark/resolve/main/super/super_paibench_arcquant.zip?download=true) | 2,088 | 0.780 GB | | paibench | ARCQuant 100% | [super_paibench_arcquant100.zip](https://huggingface.co/datasets/Concyclics/thunderworld-benchmark/resolve/main/super/super_paibench_arcquant100.zip?download=true) | 2,088 | 0.747 GB | | paibench | SharQ | [super_paibench_sharq_perf.zip](https://huggingface.co/datasets/Concyclics/thunderworld-benchmark/resolve/main/super/super_paibench_sharq_perf.zip?download=true) | 2,088 | 0.782 GB | | paibench | ThunderWorld 1.5× | [super_paibench_b1.5_protected_n.zip](https://huggingface.co/datasets/Concyclics/thunderworld-benchmark/resolve/main/super/super_paibench_b1.5_protected_n.zip?download=true) | 2,088 | 0.833 GB | | paibench | ThunderWorld 2× | [super_paibench_b2_joint.zip](https://huggingface.co/datasets/Concyclics/thunderworld-benchmark/resolve/main/super/super_paibench_b2_joint.zip?download=true) | 2,088 | 0.772 GB | | rbench | BF16 | [super_rbench_bf16.zip](https://huggingface.co/datasets/Concyclics/thunderworld-benchmark/resolve/main/super/super_rbench_bf16.zip?download=true) | 1,300 | 0.421 GB | | rbench | FP8 | [super_rbench_fp8.zip](https://huggingface.co/datasets/Concyclics/thunderworld-benchmark/resolve/main/super/super_rbench_fp8.zip?download=true) | 1,300 | 0.462 GB | | rbench | NVFP4-AWQ W4A16 reference | [super_rbench_awq_reference.zip](https://huggingface.co/datasets/Concyclics/thunderworld-benchmark/resolve/main/super/super_rbench_awq_reference.zip?download=true) | 1,300 | 0.428 GB | | rbench | Plain W4A4 | [super_rbench_fp4_base.zip](https://huggingface.co/datasets/Concyclics/thunderworld-benchmark/resolve/main/super/super_rbench_fp4_base.zip?download=true) | 1,300 | 0.579 GB | | rbench | ARCQuant 50% | [super_rbench_arcquant.zip](https://huggingface.co/datasets/Concyclics/thunderworld-benchmark/resolve/main/super/super_rbench_arcquant.zip?download=true) | 1,300 | 0.468 GB | | rbench | ARCQuant 100% | [super_rbench_arcquant100.zip](https://huggingface.co/datasets/Concyclics/thunderworld-benchmark/resolve/main/super/super_rbench_arcquant100.zip?download=true) | 1,300 | 0.439 GB | | rbench | SharQ | [super_rbench_sharq_perf.zip](https://huggingface.co/datasets/Concyclics/thunderworld-benchmark/resolve/main/super/super_rbench_sharq_perf.zip?download=true) | 1,300 | 0.473 GB | | rbench | ThunderWorld 1.5× | [super_rbench_b1.5_protected_n.zip](https://huggingface.co/datasets/Concyclics/thunderworld-benchmark/resolve/main/super/super_rbench_b1.5_protected_n.zip?download=true) | 1,300 | 0.502 GB | | rbench | ThunderWorld 2× | [super_rbench_b2_joint.zip](https://huggingface.co/datasets/Concyclics/thunderworld-benchmark/resolve/main/super/super_rbench_b2_joint.zip?download=true) | 1,300 | 0.459 GB | ## Download and verify ```bash 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. [Code](https://github.com/Concyclics/ThunderWorld) · [Paper](https://www.preprints.org/manuscript/202610.0689) · [Models](https://huggingface.co/collections/Concyclics/thunderworld-cosmos3-fp4)