Total runs:
113.1K
Run Growth:
71.3K
Growth Rate:
64.96%
Sponsored by
i10X
amd / Micro-World-I2W
Model's Last Updated: February 05 2026
Introduction of Micro-World-I2W
Model Details of Micro-World-I2W
In this work, we introduce Micro-World, an action-controlled interactive world model designed to generate high-quality, open-domain scenes. Built on top of the Wan2.1 family of models, we train both image-to-world (I2W) and text-to-world (T2W) variants to support a wide range of use cases. To foster open research and practical adoption in the community, we release the model weights, full training and inference code, as well as a curated dataset specifically tailored for controllable world modeling.
For action injection, we favor adaLN for its lightweight parameter footprint, and ControlNet for its strong empirical stability during training.
Note that released I2W model is trained using AdaLN architecture.
More info please refer to GitHub Repo .
Model Architecture
Video Result
T2W Model
In Domain
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W
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S
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A
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D
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W+Ctrl
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W+Shift
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Multiple control
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Mouse down and up
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Mouse right and left
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Open Domain
View Prompt
A cozy living room with sunlight streaming through window, vintage furniture, soft shadows.
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View Prompt
A cozy living room with sunlight streaming through window, vintage furniture, soft shadows.
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View Prompt
Running along a cliffside path in a tropical island in first person perspective, with turquoise waters crashing against the rocks far below, the salty scent of the ocean carried by the breeze, and the sound of distant waves blending with the calls of seagulls as the path twists and turns along the jagged cliffs.
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View Prompt
A young bear stands next to a large tree in a grassy meadow, its dark fur catching the soft daylight. The bear seems poised, observing its surroundings in a tranquil landscape, with rolling hills and sparse trees dotting the background under a pale blue sky.
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View Prompt
A giant panda rests peacefully under a blooming cherry blossom tree, its black and white fur contrasting beautifully with the delicate pink petals. The ground is lightly sprinkled with fallen blossoms, and the tranquil setting is framed by the soft hues of the blossoms and the grassy field surrounding the tree.
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View Prompt
Exploring an ancient jungle ruin in first person perspective surrounded by towering stone statues covered in moss and vines.
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I2W Model
View Prompt
First-person perspective walking down a lively city street at night. Neon signs and bright billboards glow on both sides, cars drive past with headlights and taillights streaking slightly. camera motion directly aligned with user actions, immersive urban night scene.
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View Prompt
First-person perspective standing in front of an ornate traditional Chinese temple. The symmetrical facade features red lanterns, intricate carvings, and a curved tiled roof decorated with dragons. Bright daytime lighting, consistent environment, camera motion directly aligned with user actions, immersive and interactive exploration.
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View Prompt
First-person perspective of standing in a rocky desert valley, looking at a camel a few meters ahead. The camel stands calmly on uneven stones, its long legs and single hump clearly visible. Bright midday sunlight, dry air, muted earth tones, distant barren mountains. Natural handheld camera feeling, camera motion controlled by user actions, smooth movement, cinematic realism.
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View Prompt
First-person perspective walking through a narrow urban alley, old red brick industrial buildings on both sides, cobblestone street stretching forward with strong depth, metal walkways connecting buildings above, overcast daylight, soft diffused lighting, cool and muted color tones, quiet and empty environment, no people, camera motion controlled by user actions, smooth movement, stable horizon, realistic scale and geometry, high realism, cinematic urban scene.
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View Prompt
First-person perspective coastal exploration scene, walking along a cliffside stone path with wooden railings, green bushes lining the walkway, ocean to the left with gentle waves, distant islands visible under a clear sky, realistic head-mounted camera view, smooth forward motion, stable horizon, natural human eye level, high realism, consistent environment, camera motion directly aligned with user actions, immersive and interactive exploration.
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View Prompt
First-person perspective inside a cozy living room, walking around a warm fireplace, soft carpet underfoot, furniture arranged neatly, bookshelves, plants, and warm table lamps on both sides, warm indoor lighting, calm and quiet atmosphere, natural head-level camera movement, camera motion driven by user actions, realistic scale and depth, high realism, cinematic lighting, no people, no distortion.
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Runs of amd Micro-World-I2W on huggingface.co
48
Total runs
8
24-hour runs
11
3-day runs
13
7-day runs
27
30-day runs
More Information About Micro-World-I2W huggingface.co Model
Url of Micro-World-I2W
Micro-World-I2W huggingface.co Url
Provider of Micro-World-I2W huggingface.co
Other API from amd
Updated:April 14 2026
Total runs:
38.4K
Run Growth:
9.8K
Growth Rate:
25.19%
Total runs:
34.5K
Run Growth:
15.2K
Growth Rate:
59.04%
Total runs:
19.1K
Run Growth:
0
Growth Rate:
0.00%
Total runs:
17.6K
Run Growth:
-50
Growth Rate:
-0.29%
Total runs:
16.4K
Run Growth:
15.1K
Growth Rate:
92.34%
Total runs:
13.3K
Run Growth:
0
Growth Rate:
0.00%
Total runs:
12.6K
Run Growth:
11.7K
Growth Rate:
92.77%
Total runs:
11.5K
Run Growth:
10.4K
Growth Rate:
90.59%
Total runs:
10.5K
Run Growth:
0
Growth Rate:
0.00%
Total runs:
10.4K
Run Growth:
-1.7K
Growth Rate:
-16.74%
Total runs:
9.9K
Run Growth:
743
Growth Rate:
7.55%
Total runs:
9.7K
Run Growth:
871
Growth Rate:
9.05%
Total runs:
8.8K
Run Growth:
2.4K
Growth Rate:
27.44%
Total runs:
8.5K
Run Growth:
2.0K
Growth Rate:
23.99%
Total runs:
7.4K
Run Growth:
3.5K
Growth Rate:
46.99%
Total runs:
6.2K
Run Growth:
6.1K
Growth Rate:
98.81%
Total runs:
6.0K
Run Growth:
-8.2K
Growth Rate:
-137.15%
Total runs:
5.7K
Run Growth:
3.8K
Growth Rate:
67.06%
Total runs:
4.2K
Run Growth:
348
Growth Rate:
7.95%
Total runs:
4.1K
Run Growth:
519
Growth Rate:
12.70%
Total runs:
4.0K
Run Growth:
-1.2K
Growth Rate:
-28.17%
Total runs:
3.7K
Run Growth:
-305
Growth Rate:
-7.96%
Total runs:
3.6K
Run Growth:
3.5K
Growth Rate:
99.35%
Total runs:
2.3K
Run Growth:
1.9K
Growth Rate:
82.84%
Total runs:
1.9K
Run Growth:
1.4K
Growth Rate:
64.12%
Total runs:
1.8K
Run Growth:
1.5K
Growth Rate:
99.66%
Total runs:
1.6K
Run Growth:
1.6K
Growth Rate:
99.27%
Total runs:
1.5K
Run Growth:
226
Growth Rate:
14.86%
Total runs:
1.4K
Run Growth:
691
Growth Rate:
48.73%
Total runs:
1.4K
Run Growth:
0
Growth Rate:
0.00%
Total runs:
1.3K
Run Growth:
35
Growth Rate:
2.65%
Total runs:
1.2K
Run Growth:
-471
Growth Rate:
-37.95%
Total runs:
992
Run Growth:
135
Growth Rate:
12.57%
Total runs:
805
Run Growth:
794
Growth Rate:
99.87%
Total runs:
759
Run Growth:
759
Growth Rate:
100.00%
Total runs:
711
Run Growth:
-173
Growth Rate:
-24.03%
Total runs:
582
Run Growth:
177
Growth Rate:
30.00%
Total runs:
466
Run Growth:
-481
Growth Rate:
-105.25%
Total runs:
427
Run Growth:
0
Growth Rate:
0.00%
Total runs:
309
Run Growth:
94
Growth Rate:
30.62%
Total runs:
286
Run Growth:
43
Growth Rate:
15.09%
Total runs:
284
Run Growth:
73
Growth Rate:
25.70%
Total runs:
263
Run Growth:
70
Growth Rate:
26.82%
Total runs:
249
Run Growth:
-137
Growth Rate:
-54.80%
Total runs:
233
Run Growth:
48
Growth Rate:
20.60%
Total runs:
230
Run Growth:
55
Growth Rate:
23.91%
Total runs:
166
Run Growth:
53
Growth Rate:
32.92%
Total runs:
150
Run Growth:
73
Growth Rate:
47.71%
Total runs:
150
Run Growth:
11
Growth Rate:
6.79%
Total runs:
149
Run Growth:
-392
Growth Rate:
-256.21%
Total runs:
149
Run Growth:
31
Growth Rate:
22.79%
Total runs:
148
Run Growth:
33
Growth Rate:
22.30%
Total runs:
133
Run Growth:
-292
Growth Rate:
-217.91%
Total runs:
113
Run Growth:
111
Growth Rate:
90.98%
Total runs:
105
Run Growth:
89
Growth Rate:
84.76%
Total runs:
101
Run Growth:
-15
Growth Rate:
-17.24%
Total runs:
99
Run Growth:
16
Growth Rate:
16.00%
Total runs:
99
Run Growth:
33
Growth Rate:
32.67%
Total runs:
85
Run Growth:
-52
Growth Rate:
-59.77%
Total runs:
80
Run Growth:
43
Growth Rate:
53.75%
Total runs:
76
Run Growth:
68
Growth Rate:
89.47%
Total runs:
76
Run Growth:
2
Growth Rate:
3.17%
Total runs:
76
Run Growth:
19
Growth Rate:
27.94%
Total runs:
76
Run Growth:
8
Growth Rate:
10.53%
Total runs:
75
Run Growth:
28
Growth Rate:
35.90%
Total runs:
72
Run Growth:
61
Growth Rate:
87.14%
Total runs:
72
Run Growth:
-10
Growth Rate:
-14.08%
Total runs:
68
Run Growth:
20
Growth Rate:
30.77%
Total runs:
66
Run Growth:
62
Growth Rate:
93.94%
Total runs:
64
Run Growth:
4
Growth Rate:
6.35%
Total runs:
60
Run Growth:
6
Growth Rate:
9.84%
Total runs:
59
Run Growth:
24
Growth Rate:
40.68%
Total runs:
58
Run Growth:
55
Growth Rate:
96.49%
Total runs:
54
Run Growth:
-9
Growth Rate:
-17.31%