Instructions to use suvadityamuk/sam-3d-objects-diffusers-3d with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use suvadityamuk/sam-3d-objects-diffusers-3d with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("suvadityamuk/sam-3d-objects-diffusers-3d", dtype=torch.bfloat16, device_map="cuda") prompt = "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k" image = pipe(prompt).images[0] - Notebooks
- Google Colab
- Kaggle
File size: 1,473 Bytes
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"_class_name": "Sam3DObjectsPipeline",
"_diffusers_version": "0.41.0.dev0",
"gaussian_decoder": [
"diffusers_3d.families.trellis.decoders",
"TrellisSLatGaussianDecoder"
],
"image_encoder": [
"transformers",
"Dinov2WithRegistersModel"
],
"mesh_decoder": [
"diffusers_3d.families.trellis.decoders",
"TrellisSLatMeshDecoder"
],
"slat_conditioner": [
"diffusers_3d.families.sam3d_objects.conditioner",
"Sam3DConditionEmbedder"
],
"slat_flow_model": [
"diffusers_3d.families.trellis.models",
"TrellisSLatFlowModel"
],
"slat_mean": [
0.12211431,
0.37204156,
-1.26521907,
-2.05276058,
-3.10432536,
-0.11294304,
-0.85146744,
0.45506954
],
"slat_scheduler": [
"diffusers_3d.families.trellis.scheduler",
"TrellisFlowEulerScheduler"
],
"slat_std": [
2.37326008,
2.13174402,
2.2413953,
2.30589401,
2.1191894,
1.8969511,
2.41684989,
2.08374642
],
"sparse_structure_conditioner": [
"diffusers_3d.families.sam3d_objects.conditioner",
"Sam3DConditionEmbedder"
],
"sparse_structure_decoder": [
"diffusers_3d.families.trellis.decoders",
"TrellisSparseStructureDecoder"
],
"sparse_structure_flow_model": [
"diffusers_3d.families.sam3d_objects.models",
"Sam3DSparseStructureFlowModel"
],
"sparse_structure_scheduler": [
"diffusers_3d.families.trellis.scheduler",
"TrellisFlowEulerScheduler"
]
}
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