NodeValid

Published video-model weights, licences and hardware notes

FramePack: what the repository publishes

FramePack states its memory floor together with what the floor buys: to generate a one-minute video at 30fps, 1800 frames, using the 13B model, the minimal required GPU memory is 6GB. It names the card generations that support the run and the ones nobody tested. As of 2026-09-22.

A memory floor with an output attachedThe requirement is one sentence with three parts: a 13B model, 1800 frames at 30fps, and 6GB of GPU memory as the stated minimum. Every other hardware statement in this register answers whether the weights will load rather than what they produce at that figure.What is being runA 13B modelThe size the figure below is stated for, not a smaller variant.6GB of GPU memoryNamed as the minimum, on RTX 30XX, 40XX or 50XX cards.1800 frames at 30fpsOne minute of video, which is what the 6GB is said to buy.What comes out of it
Fig. 1 Read top to bottom the sentence is a claim about throughput as much as about memory, which is why the row quotes it whole.
What the repositories actually stateFilled where the repository states something, hollow where it does not. A blank is not an inference.What the repositories actually stateWhat is statedLicenceLicence — What is stated: Apache 2.0SizeSize — What is stated: 13B modelsHardwareHardware — What is stated: 6GB minimum for 1800 frames at 30fpsResolutionResolution — What is stated: No output size recordedLengthLength — What is stated: 1 minute, 1800 frames at 30fps
Fig. 2 Filled where the repository states something, hollow where it does not. A blank is not an inference.
The five fields this register keeps, for FramePack. Read from the maintainer's own repository on 2026-09-22.
FieldWhat is statedDetail
LicenceApache 2.0Stated on the repository
Size13B modelsThe size the memory floor is stated for
Hardware6GB minimum for 1800 frames at 30fpsRTX 30XX, 40XX, 50XX with fp16 and bf16
ResolutionNo output size recordedThe repository states length and memory instead
Length1 minute, 1800 frames at 30fpsSeconds and frames, tied to the memory floor

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.

1A floor attached to an output, which is the form every other entry here lacks

Every other hardware figure in this register answers whether the weights will load. This one answers what they produce at that memory: one minute, 30fps, 1800 frames, from a 13B model, at 6GB. The two halves of the sentence are inseparable, which is why the row quotes it whole.

It also demolishes the intuition the size column keeps inviting. Thirteen billion parameters sits beside a 60GB figure in one entry here and a 6GB figure in this one, so the parameter count is not what decided the memory. What decided it is how the work is broken up over time, and a parameter count cannot see that.

2Naming the card generations, and naming the ones nobody checked

The requirement names Nvidia GPUs in the RTX 30XX, 40XX and 50XX series that support fp16 and bf16, and adds that the GTX 10XX and 20XX are not tested. Publishing what was not tested is rarer than publishing what was, and for anybody holding older hardware it is the more useful half of the sentence.

The numeric formats are part of the requirement rather than a footnote to it. A card with enough memory and no bf16 support is not covered by this figure at all, which is precisely why this register quotes hardware statements instead of reducing them to a number of gigabytes.

3Speed given as a comparison between named laptops

The repository puts a per-frame time against an RTX 4090 and then says that on the maintainer's own 3070ti and 3060 laptops it runs about four to eight times slower. That is a range rather than a benchmark, and it is expressed in the unit that matters at the low end: how much longer the cheap card takes.

Nothing else in this register makes that comparison. Where other repositories publish timings at all, they are measured on data-centre cards, so the question of what a laptop does is normally unanswerable from published material.

4The same field, across every family

Licence, family by familyOne field at a time, every family beside it, FramePack 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. 3 One field at a time, every family beside it, FramePack 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 FramePack 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, FramePack 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. 4 One field at a time, every family beside it, FramePack 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 FramePack 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, FramePack 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. 5 One field at a time, every family beside it, FramePack 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 FramePack 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 github.com/lllyasviel 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: Stable Video Diffusion. Next family: Pyramid Flow.