NodeValid

Published video-model weights, licences and hardware notes

Allegro: what the repository publishes

Allegro publishes a 175M autoencoder beside a 2.8B transformer under the apache-2.0 tag, and states single-GPU memory twice: 9.3G with CPU offload switched on, 27.5G with it off. Output is 720 x 1280, 88 frames, 6 seconds at 15 FPS. As of 2026-09-22.

One generation, two memory figuresThe card states 9.3G in BF16 with sequential CPU offload enabled and 27.5G with the offload call left out. Same model, same output, different place the weights sit while the run happens, and the card warns that the cheaper path takes noticeably longer.Offload enabledOffload left outGPU memory9.3G in BF1627.5GRuntimeIncreases significantlyThe faster pathOutput720 x 1280, 88 frames720 x 1280, 88 framesThe output does not move
Fig. 1 Publishing both sides of the offload switch tells a 12GB card it can run this and a 32GB card that it need not wait.
The five fields this register keeps, for Allegro. Read from the vendor's own Hugging Face model card on 2026-09-22.
FieldWhat is statedDetail
Licenceapache-2.0The tag on the vendor's own model card
SizeVAE 175M and DiT 2.8BPublished as two counts, not one total
Hardware9.3G BF16 with cpu_offload27.5G with the offload call left out, same run
Resolution720 x 1280From the model info table on the card
Length88 frames, 6 seconds at 15 FPSFrames, seconds and frame rate all stated

Inclusion rule. The same five fields for every family here. A field the repository does not state is recorded as not stated rather than estimated from the parameter count. Order. Fixed field order, identical on every family page.

1Two memory figures for one run, and the switch between them is named

The card does not publish a memory requirement. It publishes a memory usage: 9.3G in BF16 with CPU offload enabled, and 27.5G if the offload call is left out. Both describe the same generation, and the card names the line of code that moves between them while warning that inference time will increase significantly on the cheaper path.

That shape is worth more than a single floor. Somebody holding a 12GB card learns the run is possible and slow; somebody holding a 32GB card learns the fast path fits. A card that published only the low figure would have implied the fast path fits everywhere, and one that published only the high figure would have written off hardware that works.

2A parameter count in two parts, because the download is in two parts

The card gives VAE: 175M and DiT: 2.8B rather than a total. The autoencoder and the diffusion transformer are separate files doing separate jobs, and adding them into 2.975B would produce a figure the vendor never published and which predicts nothing about either piece.

This register keeps both because the card keeps both. One other entry here splits its count the same way, and in both cases the split carries more information: the transformer is what grows between model generations while the autoencoder tends to stay roughly where it was.

3Length stated three ways at once

Frames, seconds and frame rate together: 88, six seconds, 15 FPS. Most repositories here publish one of those three and leave a reader to reconstruct the others, which cannot be done without the frame rate. This row needs no arithmetic and carries no caveat.

The 15 FPS is part of the claim rather than a footnote to it. It sits below what most delivery formats assume, so six seconds is six seconds of 15 FPS material, and anything that has to cut against 24 or 30 FPS footage acquires a conversion step the card never discusses.

4The same field, across every family

Licence, family by familyOne field at a time, every family beside it, Allegro marked. Quoted from each repository and never derived from a parameter count. The exact phrasing sits in the table under this figure. Recorded 2026-09-22.Licence, family by familyLicenceAllegroAllegro — Licence: apache-2.0CogVideoXCogVideoX — Licence: Split by model sizeCosmos Predict 2.5Cosmos Predict 2.5 — Licence: NVIDIA Open Model LicenseFramePackFramePack — Licence: Apache 2.0HunyuanVideoHunyuanVideo — Licence: tencent-hunyuan-communityLongCat-VideoLongCat-Video — Licence: MIT LicenseLTX-VideoLTX-Video — Licence: Apache 2.0MAGI-1MAGI-1 — Licence: Apache License 2.0Mochi 1Mochi 1 — Licence: Apache 2.0Open-SoraOpen-Sora — Licence: Apache 2.0Pyramid FlowPyramid Flow — Licence: stabilityai-ai-communitySkyReels-V2SkyReels-V2 — Licence: skywork-licenseStable Video DiffusionStable Video Diffusion — Licence: stable-video-diffusion-communityStep-Video-T2VStep-Video-T2V — Licence: MITWanWan — Licence: Apache 2.0
Fig. 2 One field at a time, every family beside it, Allegro marked. Quoted from each repository and never derived from a parameter count. The exact phrasing sits in the table under this figure. Recorded 2026-09-22.
Every family on one field, with Allegro marked. Recorded 2026-09-22.
FamilyLicence
Allegroapache-2.0
CogVideoXSplit by model size
Cosmos Predict 2.5NVIDIA Open Model License
FramePackApache 2.0
HunyuanVideotencent-hunyuan-community
LongCat-VideoMIT License
LTX-VideoApache 2.0
MAGI-1Apache License 2.0
Mochi 1Apache 2.0
Open-SoraApache 2.0
Pyramid Flowstabilityai-ai-community
SkyReels-V2skywork-license
Stable Video Diffusionstable-video-diffusion-community
Step-Video-T2VMIT
WanApache 2.0

Inclusion rule. Families whose vendor has published weights openly. A family whose repository does not state this particular field keeps its row, marked hollow. Order. Alphabetical by family name.

Size, family by familyOne field at a time, every family beside it, Allegro marked. Quoted from each repository and never derived from a parameter count. The exact phrasing sits in the table under this figure. Recorded 2026-09-22.Size, family by familySizeAllegroAllegro — Size: VAE 175M and DiT 2.8BCogVideoXCogVideoX — Size: 2B and 5B, carried in the model namesCosmos Predict 2.5Cosmos Predict 2.5 — Size: 2,059,174,912 parametersFramePackFramePack — Size: 13B modelsHunyuanVideoHunyuanVideo — Size: Over 13 billion parametersLongCat-VideoLongCat-Video — Size: 13.6B parametersLTX-VideoLTX-Video — Size: A 13B modelMAGI-1MAGI-1 — Size: 24B and 4.5B modelsMochi 1Mochi 1 — Size: 10 billion parametersOpen-SoraOpen-Sora — Size: An 11B modelPyramid FlowPyramid Flow — Size: No parameter count recordedSkyReels-V2SkyReels-V2 — Size: 1.3B, 5B and 14B variantsStable Video DiffusionStable Video Diffusion — Size: 2B paramsStep-Video-T2VStep-Video-T2V — Size: 30 billion parametersWanWan — Size: A 5B text-to-video and image-to-video model
Fig. 3 One field at a time, every family beside it, Allegro marked. Quoted from each repository and never derived from a parameter count. The exact phrasing sits in the table under this figure. Recorded 2026-09-22.
Every family on one field, with Allegro marked. Recorded 2026-09-22.
FamilySize
AllegroVAE 175M and DiT 2.8B
CogVideoX2B and 5B, carried in the model names
Cosmos Predict 2.52,059,174,912 parameters
FramePack13B models
HunyuanVideoOver 13 billion parameters
LongCat-Video13.6B parameters
LTX-VideoA 13B model
MAGI-124B and 4.5B models
Mochi 110 billion parameters
Open-SoraAn 11B model
Pyramid FlowNo parameter count recorded
SkyReels-V21.3B, 5B and 14B variants
Stable Video Diffusion2B params
Step-Video-T2V30 billion parameters
WanA 5B text-to-video and image-to-video model

Inclusion rule. Families whose vendor has published weights openly. A family whose repository does not state this particular field keeps its row, marked hollow. Order. Alphabetical by family name.

Hardware, family by familyOne field at a time, every family beside it, Allegro marked. Quoted from each repository and never derived from a parameter count. The exact phrasing sits in the table under this figure. Recorded 2026-09-22.Hardware, family by familyHardwareAllegroAllegro — Hardware: 9.3G BF16 with cpu_offloadCogVideoXCogVideoX — Hardware: From 4GB in FP16 on the 2BCosmos Predict 2.5Cosmos Predict 2.5 — Hardware: 32.54 GB of GPU VRAMFramePackFramePack — Hardware: 6GB minimum for 1800 frames at 30fpsHunyuanVideoHunyuanVideo — Hardware: 60GB peak at 720px1280px, 129 framesLongCat-VideoLongCat-Video — Hardware: No memory figure recordedLTX-VideoLTX-Video — Hardware: No minimum statedMAGI-1MAGI-1 — Hardware: H100 or H800 x 8 for the 24BMochi 1Mochi 1 — Hardware: About 60GB VRAM on a single GPUOpen-SoraOpen-Sora — Hardware: 60.3GB peak at 768px on one GPUPyramid FlowPyramid Flow — Hardware: No memory figure recordedSkyReels-V2SkyReels-V2 — Hardware: About 14.7GB peak on the 1.3B at 540PStable Video DiffusionStable Video Diffusion — Hardware: About 180s on an A100 80GB cardStep-Video-T2VStep-Video-T2V — Hardware: 78.55 GB peak at 768px768px204fWanWan — Hardware: A consumer 4090 on the 5B release
Fig. 4 One field at a time, every family beside it, Allegro marked. Quoted from each repository and never derived from a parameter count. The exact phrasing sits in the table under this figure. Recorded 2026-09-22.
Every family on one field, with Allegro marked. Recorded 2026-09-22.
FamilyHardware
Allegro9.3G BF16 with cpu_offload
CogVideoXFrom 4GB in FP16 on the 2B
Cosmos Predict 2.532.54 GB of GPU VRAM
FramePack6GB minimum for 1800 frames at 30fps
HunyuanVideo60GB peak at 720px1280px, 129 frames
LongCat-VideoNo memory figure recorded
LTX-VideoNo minimum stated
MAGI-1H100 or H800 x 8 for the 24B
Mochi 1About 60GB VRAM on a single GPU
Open-Sora60.3GB peak at 768px on one GPU
Pyramid FlowNo memory figure recorded
SkyReels-V2About 14.7GB peak on the 1.3B at 540P
Stable Video DiffusionAbout 180s on an A100 80GB card
Step-Video-T2V78.55 GB peak at 768px768px204f
WanA consumer 4090 on the 5B release

Inclusion rule. Families whose vendor has published weights openly. A family whose repository does not state this particular field keeps its row, marked hollow. Order. Alphabetical by family name.

5Sources

Read from huggingface.co/rhymes-ai on 2026-09-22. Hardware figures across every family are collected on requirements; the licence column is set out on licence and what counts as a published weight is on how read. Previous family: Mochi 1. Next family: Step-Video-T2V.