SANA-WM: Efficient Minute-Scale World Modeling with Hybrid Linear Diffusion Transformer
Efficient-Large-Model
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Efficient Diffusion LLM
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Efficient-Large-Model/Fast_dLLM_v2_1.5B
2B • Updated • 5.51k • 13 -
Efficient-Large-Model/Fast_dLLM_v2_7B
333k • Updated • 12.7k • 29 -
Fast-dLLM v2: Efficient Block-Diffusion LLM
Paper • 2509.26328 • Published • 59 -
Fast-dLLM: Training-free Acceleration of Diffusion LLM by Enabling KV Cache and Parallel Decoding
Paper • 2505.22618 • Published • 46
HuggingFace Transformers can load us.
SANA-1.5: Efficient Scaling of Training-Time and Inference-Time Compute in Linear Diffusion Transformer
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SANA 1.5: Efficient Scaling of Training-Time and Inference-Time Compute in Linear Diffusion Transformer
Paper • 2501.18427 • Published • 26 -
Efficient-Large-Model/SANA1.5_4.8B_1024px
Text-to-Image • Updated • 38 • • 25 -
Efficient-Large-Model/SANA1.5_4.8B_1024px_diffusers
Text-to-Image • Updated • • 19 -
Efficient-Large-Model/SANA1.5_1.6B_1024px
Text-to-Image • Updated • 527 • • 4
⚡️Sana: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformer
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Efficient-Large-Model/Sana_1600M_1024px
Text-to-Image • Updated • 405 • • 221 -
Efficient-Large-Model/Sana_1600M_1024px_BF16
Text-to-Image • Updated • 124 • 14 -
Efficient-Large-Model/Sana_1600M_1024px_BF16_ControlNet_HED
Text-to-Image • Updated • 45 • 1 -
Efficient-Large-Model/Sana_600M_1024px_ControlNet_HED
Text-to-Image • Updated • 12 • 1
🎬 SANA-Video: Efficient Video Generation with Block Linear Diffusion Transformer
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SANA-Video: Efficient Video Generation with Block Linear Diffusion Transformer
Paper • 2509.24695 • Published • 53 -
Efficient-Large-Model/SANA-Video_2B_720p
Text-to-Video • Updated • 70 • 24 -
Efficient-Large-Model/SANA-Video_2B_720p_diffusers
Text-to-Video • Updated • 3 -
Efficient-Large-Model/SANA-Video_2B_480p
Text-to-Video • Updated • 726 • 15
NVILA: Efficient Frontier Visual Language Models
Boost AI's Long ability, while keeping Efficient. Models in this collection includes LongVILA, LongVILA-R1, LongLive.
🏃SANA-Sprint: One-Step Diffusion with Continuous-Time Consistency Distillation
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SanaSprint
👁417Ultra fast high quality image generation
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SANA-Sprint: One-Step Diffusion with Continuous-Time Consistency Distillation
Paper • 2503.09641 • Published • 43 -
Efficient-Large-Model/Sana_Sprint_1.6B_1024px
Text-to-Image • Updated • 39 • 19 -
Efficient-Large-Model/Sana_Sprint_0.6B_1024px
Text-to-Image • Updated • 73 • 8
SANA-WM: Efficient Minute-Scale World Modeling with Hybrid Linear Diffusion Transformer
🎬 SANA-Video: Efficient Video Generation with Block Linear Diffusion Transformer
-
SANA-Video: Efficient Video Generation with Block Linear Diffusion Transformer
Paper • 2509.24695 • Published • 53 -
Efficient-Large-Model/SANA-Video_2B_720p
Text-to-Video • Updated • 70 • 24 -
Efficient-Large-Model/SANA-Video_2B_720p_diffusers
Text-to-Video • Updated • 3 -
Efficient-Large-Model/SANA-Video_2B_480p
Text-to-Video • Updated • 726 • 15
Efficient Diffusion LLM
-
Efficient-Large-Model/Fast_dLLM_v2_1.5B
2B • Updated • 5.51k • 13 -
Efficient-Large-Model/Fast_dLLM_v2_7B
333k • Updated • 12.7k • 29 -
Fast-dLLM v2: Efficient Block-Diffusion LLM
Paper • 2509.26328 • Published • 59 -
Fast-dLLM: Training-free Acceleration of Diffusion LLM by Enabling KV Cache and Parallel Decoding
Paper • 2505.22618 • Published • 46
NVILA: Efficient Frontier Visual Language Models
HuggingFace Transformers can load us.
Boost AI's Long ability, while keeping Efficient. Models in this collection includes LongVILA, LongVILA-R1, LongLive.
SANA-1.5: Efficient Scaling of Training-Time and Inference-Time Compute in Linear Diffusion Transformer
-
SANA 1.5: Efficient Scaling of Training-Time and Inference-Time Compute in Linear Diffusion Transformer
Paper • 2501.18427 • Published • 26 -
Efficient-Large-Model/SANA1.5_4.8B_1024px
Text-to-Image • Updated • 38 • • 25 -
Efficient-Large-Model/SANA1.5_4.8B_1024px_diffusers
Text-to-Image • Updated • • 19 -
Efficient-Large-Model/SANA1.5_1.6B_1024px
Text-to-Image • Updated • 527 • • 4
🏃SANA-Sprint: One-Step Diffusion with Continuous-Time Consistency Distillation
-
SanaSprint
👁417Ultra fast high quality image generation
-
SANA-Sprint: One-Step Diffusion with Continuous-Time Consistency Distillation
Paper • 2503.09641 • Published • 43 -
Efficient-Large-Model/Sana_Sprint_1.6B_1024px
Text-to-Image • Updated • 39 • 19 -
Efficient-Large-Model/Sana_Sprint_0.6B_1024px
Text-to-Image • Updated • 73 • 8
⚡️Sana: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformer
-
Efficient-Large-Model/Sana_1600M_1024px
Text-to-Image • Updated • 405 • • 221 -
Efficient-Large-Model/Sana_1600M_1024px_BF16
Text-to-Image • Updated • 124 • 14 -
Efficient-Large-Model/Sana_1600M_1024px_BF16_ControlNet_HED
Text-to-Image • Updated • 45 • 1 -
Efficient-Large-Model/Sana_600M_1024px_ControlNet_HED
Text-to-Image • Updated • 12 • 1