Model Hub
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Wan-AI
Wan2.1-T2V-1.3B-Diffusers
Text-to-video diffusion, 1.3B parameters, 480x832 clips.
zai-org
CogVideoX-2b
Text-to-video diffusion transformer, 2B parameters, 720x480 clips with classifier-free guidance.
Wan-AI
Wan2.2-I2V-A14B-Diffusers
Dual-expert image-to-video diffusion, two 14B denoisers with boundary switching, 480P and 720P clips.
Wan-AI
Wan2.1-I2V-14B-480P-Diffusers
Image-to-video diffusion, 14B parameters, 480P clips.
hpcai-tech
Open-Sora-v2
Open text-to-video generation, MMDiT architecture, 11B parameters.
rhymes-ai
Allegro
Text-to-video generation at native 720x1280, 88-frame clips, 3D-RoPE diffusion transformer with T5 conditioning.
rhymes-ai
Allegro-TI2V
Image-to-video generation at native 720x1280, 88-frame clips conditioned on a first frame.
genmo
mochi-1-preview
High-motion text-to-video generation, asymmetric diffusion transformer, 10B parameters.
Wan-AI
Wan2.1-VACE-1.3B-diffusers
All-in-one video creation and editing (VACE), 1.3B parameters. Text-to-video generation is validated and reproducible: at 480x832, 9 frames, guidance 5.0 it renders bit-identically to its 2026-06-28 validation on both engines (re-checked 2026-09-03). Declared limitation at this release: generation conditioned on a REFERENCE IMAGE is not supported - that path stops on a channel-size mismatch and is tracked as a named fix. Use the prompt-only mode; the sibling Wan2.1-T2V-1.3B covers plain text-to-video as well.
zai-org
CogVideoX-5b-I2V
Image-to-video diffusion transformer, 5B parameters, 720x480 clips.
Efficient-Large-Model
SANA-Video_2B_720p_diffusers
Efficient 720p text-to-video generation, 2B parameters, linear-attention diffusion transformer.