tencent/hunyuan3d-2 🔢🖼️❓✓ → ❓
About
Scaling Diffusion Models for High Resolution Textured 3D Assets Generation

Example Output
Output
Performance Metrics
27.69s
Prediction Time
169.80s
Total Time
All Input Parameters
{ "seed": 1234, "image": "https://replicate.delivery/pbxt/MTXzbLBT7u5K94G3SnW61H37xL4zVyC4PZuwZAki3pxlgvK5/419.png", "steps": 50, "guidance_scale": 5.5, "octree_resolution": 256, "remove_background": true }
Input Parameters
- seed
- Random seed for generation
- image
- Input image for generating 3D shape
- steps
- Number of inference steps
- guidance_scale
- Guidance scale for generation
- octree_resolution
- Octree resolution for mesh generation
- remove_background
- Whether to remove background from input image
Output Schema
- mesh
- Mesh
Example Execution Logs
/root/.pyenv/versions/3.10.16/lib/python3.10/site-packages/PIL/Image.py:970: UserWarning: Palette images with Transparency expressed in bytes should be converted to RGBA images warnings.warn( Using border_ratio from init: 0.15 Diffusion Sampling:: 0%| | 0/50 [00:00<?, ?it/s] Diffusion Sampling:: 2%|▏ | 1/50 [00:00<00:09, 4.95it/s] Diffusion Sampling:: 6%|▌ | 3/50 [00:00<00:06, 6.89it/s] Diffusion Sampling:: 8%|▊ | 4/50 [00:00<00:07, 6.26it/s] Diffusion Sampling:: 10%|█ | 5/50 [00:00<00:07, 5.91it/s] Diffusion Sampling:: 12%|█▏ | 6/50 [00:01<00:07, 5.72it/s] Diffusion Sampling:: 14%|█▍ | 7/50 [00:01<00:07, 5.59it/s] Diffusion Sampling:: 16%|█▌ | 8/50 [00:01<00:07, 5.50it/s] Diffusion Sampling:: 18%|█▊ | 9/50 [00:01<00:07, 5.44it/s] Diffusion Sampling:: 20%|██ | 10/50 [00:01<00:07, 5.40it/s] Diffusion Sampling:: 22%|██▏ | 11/50 [00:01<00:07, 5.37it/s] Diffusion Sampling:: 24%|██▍ | 12/50 [00:02<00:07, 5.35it/s] Diffusion Sampling:: 26%|██▌ | 13/50 [00:02<00:06, 5.33it/s] Diffusion Sampling:: 28%|██▊ | 14/50 [00:02<00:06, 5.32it/s] Diffusion Sampling:: 30%|███ | 15/50 [00:02<00:06, 5.32it/s] Diffusion Sampling:: 32%|███▏ | 16/50 [00:02<00:06, 5.31it/s] Diffusion Sampling:: 34%|███▍ | 17/50 [00:03<00:06, 5.31it/s] Diffusion Sampling:: 36%|███▌ | 18/50 [00:03<00:06, 5.30it/s] Diffusion Sampling:: 38%|███▊ | 19/50 [00:03<00:05, 5.29it/s] Diffusion Sampling:: 40%|████ | 20/50 [00:03<00:05, 5.28it/s] Diffusion Sampling:: 42%|████▏ | 21/50 [00:03<00:05, 5.28it/s] Diffusion Sampling:: 44%|████▍ | 22/50 [00:04<00:05, 5.29it/s] Diffusion Sampling:: 46%|████▌ | 23/50 [00:04<00:05, 5.28it/s] Diffusion Sampling:: 48%|████▊ | 24/50 [00:04<00:04, 5.28it/s] Diffusion Sampling:: 50%|█████ | 25/50 [00:04<00:04, 5.27it/s] Diffusion Sampling:: 52%|█████▏ | 26/50 [00:04<00:04, 5.27it/s] Diffusion Sampling:: 54%|█████▍ | 27/50 [00:04<00:04, 5.26it/s] Diffusion Sampling:: 56%|█████▌ | 28/50 [00:05<00:04, 5.26it/s] Diffusion Sampling:: 58%|█████▊ | 29/50 [00:05<00:03, 5.26it/s] Diffusion Sampling:: 60%|██████ | 30/50 [00:05<00:03, 5.25it/s] Diffusion Sampling:: 62%|██████▏ | 31/50 [00:05<00:03, 5.25it/s] Diffusion Sampling:: 64%|██████▍ | 32/50 [00:05<00:03, 5.26it/s] Diffusion Sampling:: 66%|██████▌ | 33/50 [00:06<00:03, 5.26it/s] Diffusion Sampling:: 68%|██████▊ | 34/50 [00:06<00:03, 5.25it/s] Diffusion Sampling:: 70%|███████ | 35/50 [00:06<00:02, 5.24it/s] Diffusion Sampling:: 72%|███████▏ | 36/50 [00:06<00:02, 5.24it/s] Diffusion Sampling:: 74%|███████▍ | 37/50 [00:06<00:02, 5.24it/s] Diffusion Sampling:: 76%|███████▌ | 38/50 [00:07<00:02, 5.25it/s] Diffusion Sampling:: 78%|███████▊ | 39/50 [00:07<00:02, 5.24it/s] Diffusion Sampling:: 80%|████████ | 40/50 [00:07<00:01, 5.24it/s] Diffusion Sampling:: 82%|████████▏ | 41/50 [00:07<00:01, 5.25it/s] Diffusion Sampling:: 84%|████████▍ | 42/50 [00:07<00:01, 5.26it/s] Diffusion Sampling:: 86%|████████▌ | 43/50 [00:08<00:01, 5.25it/s] Diffusion Sampling:: 88%|████████▊ | 44/50 [00:08<00:01, 5.24it/s] Diffusion Sampling:: 90%|█████████ | 45/50 [00:08<00:00, 5.24it/s] Diffusion Sampling:: 92%|█████████▏| 46/50 [00:08<00:00, 5.24it/s] Diffusion Sampling:: 94%|█████████▍| 47/50 [00:08<00:00, 5.25it/s] Diffusion Sampling:: 96%|█████████▌| 48/50 [00:08<00:00, 5.24it/s] Diffusion Sampling:: 98%|█████████▊| 49/50 [00:09<00:00, 5.24it/s] Diffusion Sampling:: 100%|██████████| 50/50 [00:09<00:00, 5.24it/s] Diffusion Sampling:: 100%|██████████| 50/50 [00:09<00:00, 5.34it/s] MC Level 0.0 Implicit Function:: 0%| | 0/2122 [00:00<?, ?it/s] MC Level 0.0 Implicit Function:: 2%|▏ | 40/2122 [00:00<00:05, 390.96it/s] MC Level 0.0 Implicit Function:: 4%|▍ | 80/2122 [00:00<00:05, 382.69it/s] MC Level 0.0 Implicit Function:: 6%|▌ | 119/2122 [00:00<00:05, 380.79it/s] MC Level 0.0 Implicit Function:: 7%|▋ | 158/2122 [00:00<00:05, 379.99it/s] MC Level 0.0 Implicit Function:: 9%|▉ | 197/2122 [00:00<00:05, 378.90it/s] MC Level 0.0 Implicit Function:: 11%|█ | 235/2122 [00:00<00:04, 378.80it/s] MC Level 0.0 Implicit Function:: 13%|█▎ | 273/2122 [00:00<00:04, 378.51it/s] MC Level 0.0 Implicit Function:: 15%|█▍ | 311/2122 [00:00<00:04, 378.22it/s] MC Level 0.0 Implicit Function:: 16%|█▋ | 349/2122 [00:00<00:04, 378.24it/s] MC Level 0.0 Implicit Function:: 18%|█▊ | 387/2122 [00:01<00:04, 377.64it/s] MC Level 0.0 Implicit Function:: 20%|██ | 425/2122 [00:01<00:04, 377.86it/s] MC Level 0.0 Implicit Function:: 22%|██▏ | 463/2122 [00:01<00:04, 377.63it/s] MC Level 0.0 Implicit Function:: 24%|██▎ | 501/2122 [00:01<00:04, 376.72it/s] MC Level 0.0 Implicit Function:: 25%|██▌ | 539/2122 [00:01<00:04, 377.24it/s] MC Level 0.0 Implicit Function:: 27%|██▋ | 577/2122 [00:01<00:04, 377.01it/s] MC Level 0.0 Implicit Function:: 29%|██▉ | 615/2122 [00:01<00:03, 377.55it/s] MC Level 0.0 Implicit Function:: 31%|███ | 653/2122 [00:01<00:03, 377.34it/s] MC Level 0.0 Implicit Function:: 33%|███▎ | 691/2122 [00:01<00:03, 377.35it/s] MC Level 0.0 Implicit Function:: 34%|███▍ | 729/2122 [00:01<00:03, 377.69it/s] MC Level 0.0 Implicit Function:: 36%|███▌ | 767/2122 [00:02<00:03, 377.59it/s] MC Level 0.0 Implicit Function:: 38%|███▊ | 805/2122 [00:02<00:03, 377.39it/s] MC Level 0.0 Implicit Function:: 40%|███▉ | 843/2122 [00:02<00:03, 377.24it/s] MC Level 0.0 Implicit Function:: 42%|████▏ | 881/2122 [00:02<00:03, 377.27it/s] MC Level 0.0 Implicit Function:: 43%|████▎ | 919/2122 [00:02<00:03, 376.85it/s] MC Level 0.0 Implicit Function:: 45%|████▌ | 957/2122 [00:02<00:03, 376.74it/s] MC Level 0.0 Implicit Function:: 47%|████▋ | 995/2122 [00:02<00:02, 377.02it/s] MC Level 0.0 Implicit Function:: 49%|████▊ | 1033/2122 [00:02<00:02, 377.35it/s] MC Level 0.0 Implicit Function:: 50%|█████ | 1071/2122 [00:02<00:02, 377.42it/s] MC Level 0.0 Implicit Function:: 52%|█████▏ | 1109/2122 [00:02<00:02, 377.47it/s] MC Level 0.0 Implicit Function:: 54%|█████▍ | 1147/2122 [00:03<00:02, 377.85it/s] MC Level 0.0 Implicit Function:: 56%|█████▌ | 1185/2122 [00:03<00:02, 377.31it/s] MC Level 0.0 Implicit Function:: 58%|█████▊ | 1223/2122 [00:03<00:02, 377.36it/s] MC Level 0.0 Implicit Function:: 59%|█████▉ | 1261/2122 [00:03<00:02, 377.46it/s] MC Level 0.0 Implicit Function:: 61%|██████ | 1299/2122 [00:03<00:02, 377.53it/s] MC Level 0.0 Implicit Function:: 63%|██████▎ | 1337/2122 [00:03<00:02, 377.13it/s] MC Level 0.0 Implicit Function:: 65%|██████▍ | 1375/2122 [00:03<00:01, 377.08it/s] MC Level 0.0 Implicit Function:: 67%|██████▋ | 1413/2122 [00:03<00:01, 376.89it/s] MC Level 0.0 Implicit Function:: 68%|██████▊ | 1451/2122 [00:03<00:01, 376.93it/s] MC Level 0.0 Implicit Function:: 70%|███████ | 1489/2122 [00:03<00:01, 376.59it/s] MC Level 0.0 Implicit Function:: 72%|███████▏ | 1527/2122 [00:04<00:01, 375.88it/s] MC Level 0.0 Implicit Function:: 74%|███████▍ | 1565/2122 [00:04<00:01, 375.79it/s] MC Level 0.0 Implicit Function:: 76%|███████▌ | 1603/2122 [00:04<00:01, 376.28it/s] MC Level 0.0 Implicit Function:: 77%|███████▋ | 1641/2122 [00:04<00:01, 376.26it/s] MC Level 0.0 Implicit Function:: 79%|███████▉ | 1679/2122 [00:04<00:01, 376.38it/s] MC Level 0.0 Implicit Function:: 81%|████████ | 1717/2122 [00:04<00:01, 375.52it/s] MC Level 0.0 Implicit Function:: 83%|████████▎ | 1755/2122 [00:04<00:00, 375.43it/s] MC Level 0.0 Implicit Function:: 84%|████████▍ | 1793/2122 [00:04<00:00, 375.61it/s] MC Level 0.0 Implicit Function:: 86%|████████▋ | 1831/2122 [00:04<00:00, 375.57it/s] MC Level 0.0 Implicit Function:: 88%|████████▊ | 1869/2122 [00:04<00:00, 376.07it/s] MC Level 0.0 Implicit Function:: 90%|████████▉ | 1907/2122 [00:05<00:00, 375.96it/s] MC Level 0.0 Implicit Function:: 92%|█████████▏| 1945/2122 [00:05<00:00, 375.63it/s] MC Level 0.0 Implicit Function:: 93%|█████████▎| 1983/2122 [00:05<00:00, 375.91it/s] MC Level 0.0 Implicit Function:: 95%|█████████▌| 2021/2122 [00:05<00:00, 375.91it/s] MC Level 0.0 Implicit Function:: 97%|█████████▋| 2059/2122 [00:05<00:00, 375.68it/s] MC Level 0.0 Implicit Function:: 99%|█████████▉| 2097/2122 [00:05<00:00, 375.81it/s] MC Level 0.0 Implicit Function:: 100%|██████████| 2122/2122 [00:05<00:00, 376.66it/s]
Version Details
- Version ID
b1b9449a1277e10402781c5d41eb30c0a0683504fb23fab591ca9dfc2aabe1cb
- Version Created
- February 10, 2025