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
Download object3d_model_index.json from suvadityamuk/sam-3d-objects-diffusers-3d: direct link, hf CLI and curl.
- Browser
- Download file 3.46 kB
-
https://huggingface.co/suvadityamuk/sam-3d-objects-diffusers-3d/resolve/main/object3d_model_index.json
- Command line
-
hf download hf://suvadityamuk/sam-3d-objects-diffusers-3d/object3d_model_index.json
-
curl -L -o object3d_model_index.json https://huggingface.co/suvadityamuk/sam-3d-objects-diffusers-3d/resolve/main/object3d_model_index.json
3.46 kB
| { | |
| "components": [ | |
| { | |
| "expected_class": "diffusers_3d.families.trellis.decoders.TrellisSLatGaussianDecoder", | |
| "loading_eligible": true, | |
| "name": "gaussian_decoder", | |
| "optional": true, | |
| "review_status": "reviewed", | |
| "subfolder": "gaussian_decoder" | |
| }, | |
| { | |
| "expected_class": "transformers.models.dinov2_with_registers.modeling_dinov2_with_registers.Dinov2WithRegistersModel", | |
| "loading_eligible": true, | |
| "name": "image_encoder", | |
| "optional": false, | |
| "review_status": "reviewed", | |
| "subfolder": "image_encoder" | |
| }, | |
| { | |
| "expected_class": "diffusers_3d.families.trellis.decoders.TrellisSLatMeshDecoder", | |
| "loading_eligible": true, | |
| "name": "mesh_decoder", | |
| "optional": true, | |
| "review_status": "reviewed", | |
| "subfolder": "mesh_decoder" | |
| }, | |
| { | |
| "expected_class": "diffusers_3d.families.sam3d_objects.conditioner.Sam3DConditionEmbedder", | |
| "loading_eligible": true, | |
| "name": "slat_conditioner", | |
| "optional": true, | |
| "review_status": "reviewed", | |
| "subfolder": "slat_conditioner" | |
| }, | |
| { | |
| "expected_class": "diffusers_3d.families.trellis.models.TrellisSLatFlowModel", | |
| "loading_eligible": true, | |
| "name": "slat_flow_model", | |
| "optional": true, | |
| "review_status": "reviewed", | |
| "subfolder": "slat_flow_model" | |
| }, | |
| { | |
| "expected_class": "diffusers_3d.families.trellis.scheduler.TrellisFlowEulerScheduler", | |
| "loading_eligible": true, | |
| "name": "slat_scheduler", | |
| "optional": true, | |
| "review_status": "reviewed", | |
| "subfolder": "slat_scheduler" | |
| }, | |
| { | |
| "expected_class": "diffusers_3d.families.sam3d_objects.conditioner.Sam3DConditionEmbedder", | |
| "loading_eligible": true, | |
| "name": "sparse_structure_conditioner", | |
| "optional": false, | |
| "review_status": "reviewed", | |
| "subfolder": "sparse_structure_conditioner" | |
| }, | |
| { | |
| "expected_class": "diffusers_3d.families.trellis.decoders.TrellisSparseStructureDecoder", | |
| "loading_eligible": true, | |
| "name": "sparse_structure_decoder", | |
| "optional": false, | |
| "review_status": "reviewed", | |
| "subfolder": "sparse_structure_decoder" | |
| }, | |
| { | |
| "expected_class": "diffusers_3d.families.sam3d_objects.models.Sam3DSparseStructureFlowModel", | |
| "loading_eligible": true, | |
| "name": "sparse_structure_flow_model", | |
| "optional": false, | |
| "review_status": "reviewed", | |
| "subfolder": "sparse_structure_flow_model" | |
| }, | |
| { | |
| "expected_class": "diffusers_3d.families.trellis.scheduler.TrellisFlowEulerScheduler", | |
| "loading_eligible": true, | |
| "name": "sparse_structure_scheduler", | |
| "optional": false, | |
| "review_status": "reviewed", | |
| "subfolder": "sparse_structure_scheduler" | |
| } | |
| ], | |
| "contribution_status": "reviewed_package", | |
| "family_id": "sam3d_objects", | |
| "object_kinds": [ | |
| "gaussian_splat", | |
| "mesh", | |
| "sparse_voxel" | |
| ], | |
| "output_object_types": [ | |
| "diffusers_3d.objects.gaussian.GaussianSplatAsset", | |
| "diffusers_3d.objects.mesh.MeshAsset", | |
| "diffusers_3d.objects.voxel.SparseVoxelAsset" | |
| ], | |
| "output_representations": [ | |
| "gaussian-splat", | |
| "mesh", | |
| "sparse-structure" | |
| ], | |
| "pipeline_class": "diffusers_3d.families.sam3d_objects.pipeline.Sam3DObjectsPipeline", | |
| "required_backends": [], | |
| "review_status": "reviewed", | |
| "schema_version": 2, | |
| "task_ids": [ | |
| "image-to-3d" | |
| ] | |
| } | |