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Can the Apple M2 Pro (32 GB) run SkyReels V2 Diffusion Forcing 1.3B?

66 ptsGood (B) · 66 of 100 points: Model quality 22.9/45, Memory fit 25.0/25, Speed 3.5/15, Memory use 15.0/15

Yes, it runs well

Runs well. At FP8 it needs about 16.7 GB of 21.4 GB usable, with an estimated speed of 55.6 min.

Best precision
FP8
Memory mode
Everything on GPU
Time per clip
55.6 min
Output
960×544, 97 frames, 30 steps

Download SkyReels V2 Diffusion Forcing 1.3B

Original weights · Hugging Face

Full-precision files from Skywork, for fine-tuning, vLLM, Transformers, Diffusers or ComfyUI.

huggingface.co/Skywork/SkyReels-V2-DF-1.3B-540P (opens in a new tab)

No sign-in needed.

Official repo · GitHub

Reference code, inference scripts and docs from Skywork. The weights themselves download from Hugging Face.

github.com/SkyworkAI/SkyReels-V2 (opens in a new tab)

git clone https://github.com/SkyworkAI/SkyReels-V2

How the B grade is scored

Every result gets up to 100 points from four parts. The points decide the letter grade.

Model qualityEditorial quality tier of the model, scaled by the quantization or precision used.22.9 / 45
Memory fitFull marks when everything sits in GPU or unified memory; fewer when part spills to system RAM.25.0 / 25
SpeedGeneration speed against a 40 tokens/s target for LLMs, or render time against a target for image and video.3.5 / 15
Memory useRewards using the memory you have, so a bigger, better variant beats a tiny one that leaves most memory idle.15.0 / 15
Total66.4 / 10066 ptsGood (B) · 66 of 100 points: Model quality 22.9/45, Memory fit 25.0/25, Speed 3.5/15, Memory use 15.0/15

Grade scale: S 85+ · A 72+ · B 58+ · C 42+ · D 25+ · F under 25 points.

Every precision on the Apple M2 Pro (32 GB)

Precision Memory needed Available Time per output Memory mode Fit Grade · points Download
FP16 12.4 GB 21.4 GB 64.9 min Text encoder offloaded Runs well 60 ptsGood (B) · 60 of 100 points: Model quality 23.4/45, Memory fit 20.0/25, Speed 3.2/15, Memory use 13.4/15 Original weights (opens in a new tab)
FP8 16.7 GB 21.4 GB 55.6 min Everything on GPU Runs well 66 ptsGood (B) · 66 of 100 points: Model quality 22.9/45, Memory fit 25.0/25, Speed 3.5/15, Memory use 15.0/15 Original weights (opens in a new tab)

Other hardware that runs it

Estimates come from published hardware specs and our open formulas, not from running the model on your machine. Real speed varies with runtime, drivers and settings. Numbers marked “Measured” come from a linked benchmark.