ndreca/hunyuan3d-2.1-test ๐Ÿ”ข๐Ÿ–ผ๏ธโœ“โ“ โ†’ โ“

โ–ถ๏ธ 120 runs ๐Ÿ“… Jun 2025 โš™๏ธ Cog 0.16.8
3d-asset-generation 3d-mesh-generation 3d-reconstruction 3d-texturing game-asset-generation image-to-3d mesh-generation pbr-texturing

Example Output

Output

{"mesh":"https://replicate.delivery/xezq/zeJvZrCJb2RePUHPsgvCKdDoyIXSJelE8nQZXi0M7LPLfb0TB/textured_mesh.glb"}

Performance Metrics

102.89s Prediction Time
236.95s Total Time
All Input Parameters 
{
  "seed": 1234,
  "image": "https://replicate.delivery/pbxt/MVC2B2XKgv4X13qIpW6t2m59EVfY2CqaS9e2CSsWNHPJjQAd/image.png",
  "steps": 30,
  "num_chunks": 8000,
  "max_facenum": 20000,
  "guidance_scale": 5,
  "generate_texture": true,
  "octree_resolution": 256,
  "remove_background": false
}
Input Parameters
seed Type: integerDefault: 1234
Random seed for generation
image (required) Type: string
Input image for generating 3D shape
steps Type: integerDefault: 50Range: 5 - 50
Number of inference steps
num_chunks Type: integerDefault: 8000Range: 1000 - 200000
Number of chunks for mesh generation
max_facenum Type: integerDefault: 20000Range: 10000 - 200000
Maximum number of faces for mesh generation
guidance_scale Type: numberDefault: 7.5Range: 1 - 20
Guidance scale for generation
generate_texture Type: booleanDefault: true
Whether to generate PBR textures
octree_resolution Default: 256
Octree resolution for mesh generation
remove_background Type: booleanDefault: true
Whether to remove background from input image
Output Schema
mesh Type: stringFormat: uri
Mesh
Example Execution Logs 
Diffusion Sampling::   0%|          | 0/30 [00:00<?, ?it/s]
Diffusion Sampling::   3%|โ–Ž         | 1/30 [00:00<00:08,  3.47it/s]
Diffusion Sampling::   7%|โ–‹         | 2/30 [00:00<00:07,  3.90it/s]
Diffusion Sampling::  10%|โ–ˆ         | 3/30 [00:00<00:06,  4.04it/s]
Diffusion Sampling::  13%|โ–ˆโ–Ž        | 4/30 [00:00<00:06,  4.11it/s]
Diffusion Sampling::  17%|โ–ˆโ–‹        | 5/30 [00:01<00:06,  4.14it/s]
Diffusion Sampling::  20%|โ–ˆโ–ˆ        | 6/30 [00:01<00:05,  4.17it/s]
Diffusion Sampling::  23%|โ–ˆโ–ˆโ–Ž       | 7/30 [00:01<00:05,  4.18it/s]
Diffusion Sampling::  27%|โ–ˆโ–ˆโ–‹       | 8/30 [00:01<00:05,  4.19it/s]
Diffusion Sampling::  30%|โ–ˆโ–ˆโ–ˆ       | 9/30 [00:02<00:05,  4.19it/s]
Diffusion Sampling::  33%|โ–ˆโ–ˆโ–ˆโ–Ž      | 10/30 [00:02<00:04,  4.19it/s]
Diffusion Sampling::  37%|โ–ˆโ–ˆโ–ˆโ–‹      | 11/30 [00:02<00:04,  4.19it/s]
Diffusion Sampling::  40%|โ–ˆโ–ˆโ–ˆโ–ˆ      | 12/30 [00:02<00:04,  4.19it/s]
Diffusion Sampling::  43%|โ–ˆโ–ˆโ–ˆโ–ˆโ–Ž     | 13/30 [00:03<00:04,  4.20it/s]
Diffusion Sampling::  47%|โ–ˆโ–ˆโ–ˆโ–ˆโ–‹     | 14/30 [00:03<00:03,  4.20it/s]
Diffusion Sampling::  50%|โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆ     | 15/30 [00:03<00:03,  4.19it/s]
Diffusion Sampling::  53%|โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–Ž    | 16/30 [00:03<00:03,  4.19it/s]
Diffusion Sampling::  57%|โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–‹    | 17/30 [00:04<00:03,  4.18it/s]
Diffusion Sampling::  60%|โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆ    | 18/30 [00:04<00:02,  4.16it/s]
Diffusion Sampling::  63%|โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–Ž   | 19/30 [00:04<00:02,  4.17it/s]
Diffusion Sampling::  67%|โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–‹   | 20/30 [00:04<00:02,  4.17it/s]
Diffusion Sampling::  70%|โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆ   | 21/30 [00:05<00:02,  4.17it/s]
Diffusion Sampling::  73%|โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–Ž  | 22/30 [00:05<00:01,  4.16it/s]
Diffusion Sampling::  77%|โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–‹  | 23/30 [00:05<00:01,  4.16it/s]
Diffusion Sampling::  80%|โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆ  | 24/30 [00:05<00:01,  4.15it/s]
Diffusion Sampling::  83%|โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–Ž | 25/30 [00:06<00:01,  4.15it/s]
Diffusion Sampling::  87%|โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–‹ | 26/30 [00:06<00:00,  4.14it/s]
Diffusion Sampling::  90%|โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆ | 27/30 [00:06<00:00,  4.14it/s]
Diffusion Sampling::  93%|โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–Ž| 28/30 [00:06<00:00,  4.15it/s]
Diffusion Sampling::  97%|โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–‹| 29/30 [00:06<00:00,  4.15it/s]
Diffusion Sampling:: 100%|โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆ| 30/30 [00:07<00:00,  4.14it/s]
Diffusion Sampling:: 100%|โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆ| 30/30 [00:07<00:00,  4.15it/s]
Volume Decoding:   0%|          | 0/2122 [00:00<?, ?it/s]
Volume Decoding:   4%|โ–         | 82/2122 [00:00<00:02, 811.62it/s]
Volume Decoding:   8%|โ–Š         | 164/2122 [00:00<00:03, 519.89it/s]
Volume Decoding:  10%|โ–ˆ         | 222/2122 [00:00<00:03, 476.18it/s]
Volume Decoding:  13%|โ–ˆโ–Ž        | 273/2122 [00:00<00:04, 452.49it/s]
Volume Decoding:  15%|โ–ˆโ–Œ        | 320/2122 [00:00<00:04, 440.38it/s]
Volume Decoding:  17%|โ–ˆโ–‹        | 365/2122 [00:00<00:04, 435.09it/s]
Volume Decoding:  19%|โ–ˆโ–‰        | 409/2122 [00:00<00:03, 431.61it/s]
Volume Decoding:  21%|โ–ˆโ–ˆโ–       | 453/2122 [00:00<00:03, 428.57it/s]
Volume Decoding:  23%|โ–ˆโ–ˆโ–Ž       | 496/2122 [00:01<00:03, 426.79it/s]
Volume Decoding:  25%|โ–ˆโ–ˆโ–Œ       | 539/2122 [00:01<00:03, 425.57it/s]
Volume Decoding:  27%|โ–ˆโ–ˆโ–‹       | 582/2122 [00:01<00:03, 424.57it/s]
Volume Decoding:  29%|โ–ˆโ–ˆโ–‰       | 625/2122 [00:01<00:03, 424.06it/s]
Volume Decoding:  31%|โ–ˆโ–ˆโ–ˆโ–      | 668/2122 [00:01<00:03, 423.35it/s]
Volume Decoding:  34%|โ–ˆโ–ˆโ–ˆโ–Ž      | 711/2122 [00:01<00:03, 420.13it/s]
Volume Decoding:  36%|โ–ˆโ–ˆโ–ˆโ–Œ      | 754/2122 [00:01<00:03, 416.96it/s]
Volume Decoding:  38%|โ–ˆโ–ˆโ–ˆโ–Š      | 796/2122 [00:01<00:03, 414.54it/s]
Volume Decoding:  39%|โ–ˆโ–ˆโ–ˆโ–‰      | 838/2122 [00:01<00:03, 413.54it/s]
Volume Decoding:  41%|โ–ˆโ–ˆโ–ˆโ–ˆโ–     | 880/2122 [00:02<00:02, 415.05it/s]
Volume Decoding:  43%|โ–ˆโ–ˆโ–ˆโ–ˆโ–Ž     | 922/2122 [00:02<00:02, 413.61it/s]
Volume Decoding:  45%|โ–ˆโ–ˆโ–ˆโ–ˆโ–Œ     | 965/2122 [00:02<00:02, 416.35it/s]
Volume Decoding:  47%|โ–ˆโ–ˆโ–ˆโ–ˆโ–‹     | 1007/2122 [00:02<00:02, 417.14it/s]
Volume Decoding:  49%|โ–ˆโ–ˆโ–ˆโ–ˆโ–‰     | 1050/2122 [00:02<00:02, 418.41it/s]
Volume Decoding:  51%|โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–    | 1092/2122 [00:02<00:02, 418.07it/s]
Volume Decoding:  53%|โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–Ž    | 1135/2122 [00:02<00:02, 418.83it/s]
Volume Decoding:  55%|โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–Œ    | 1177/2122 [00:02<00:02, 417.15it/s]
Volume Decoding:  57%|โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–‹    | 1220/2122 [00:02<00:02, 418.44it/s]
Volume Decoding:  60%|โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–‰    | 1263/2122 [00:02<00:02, 419.28it/s]
Volume Decoding:  61%|โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–   | 1305/2122 [00:03<00:01, 418.94it/s]
Volume Decoding:  63%|โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–Ž   | 1347/2122 [00:03<00:01, 415.93it/s]
Volume Decoding:  65%|โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–Œ   | 1389/2122 [00:03<00:01, 413.54it/s]
Volume Decoding:  67%|โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–‹   | 1431/2122 [00:03<00:01, 414.43it/s]
Volume Decoding:  69%|โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–‰   | 1474/2122 [00:03<00:01, 416.54it/s]
Volume Decoding:  71%|โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–  | 1516/2122 [00:03<00:01, 414.42it/s]
Volume Decoding:  73%|โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–Ž  | 1559/2122 [00:03<00:01, 416.55it/s]
Volume Decoding:  75%|โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–Œ  | 1601/2122 [00:03<00:01, 417.55it/s]
Volume Decoding:  77%|โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–‹  | 1644/2122 [00:03<00:01, 418.44it/s]
Volume Decoding:  80%|โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–‰  | 1687/2122 [00:03<00:01, 419.15it/s]
Volume Decoding:  81%|โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ– | 1729/2122 [00:04<00:00, 416.20it/s]
Volume Decoding:  84%|โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–Ž | 1772/2122 [00:04<00:00, 417.62it/s]
Volume Decoding:  86%|โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–Œ | 1815/2122 [00:04<00:00, 418.75it/s]
Volume Decoding:  88%|โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–Š | 1858/2122 [00:04<00:00, 419.65it/s]
Volume Decoding:  90%|โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–‰ | 1900/2122 [00:04<00:00, 419.59it/s]
Volume Decoding:  92%|โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–| 1943/2122 [00:04<00:00, 420.69it/s]
Volume Decoding:  94%|โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–Ž| 1986/2122 [00:04<00:00, 418.15it/s]
Volume Decoding:  96%|โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–Œ| 2028/2122 [00:04<00:00, 415.26it/s]
Volume Decoding:  98%|โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–Š| 2071/2122 [00:04<00:00, 416.71it/s]
Volume Decoding: 100%|โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–‰| 2113/2122 [00:04<00:00, 413.79it/s]
Volume Decoding: 100%|โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆ| 2122/2122 [00:04<00:00, 424.97it/s]
PBR GLBๆ–‡ไปถๅทฒไฟๅญ˜: output/textured_mesh.glb
Version Details
Version ID
63b2c27bd2d219122b221f1e9002d109fe017db1c1293be4cf83b5efbaba25d9
Version Created
October 12, 2025
Run on Replicate โ†’