Instructions to use suvadityamuk/Pixal3D-diffusers-3d with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use suvadityamuk/Pixal3D-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/Pixal3D-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/Pixal3D-diffusers-3d: direct link, hf CLI and curl.
- Browser
- Download file 4.26 kB
-
https://huggingface.co/suvadityamuk/Pixal3D-diffusers-3d/resolve/main/object3d_model_index.json
- Command line
-
hf download hf://suvadityamuk/Pixal3D-diffusers-3d/object3d_model_index.json
-
curl -L -o object3d_model_index.json https://huggingface.co/suvadityamuk/Pixal3D-diffusers-3d/resolve/main/object3d_model_index.json
4.26 kB
| { | |
| "components": [ | |
| { | |
| "expected_class": "diffusers_3d.families.pixal3d.conditioner.Pixal3DNAFUpsampler", | |
| "loading_eligible": true, | |
| "name": "feature_upsampler", | |
| "optional": false, | |
| "review_status": "reviewed", | |
| "subfolder": "feature_upsampler" | |
| }, | |
| { | |
| "expected_class": "transformers.models.dinov3_vit.modeling_dinov3_vit.DINOv3ViTModel", | |
| "loading_eligible": true, | |
| "name": "image_encoder", | |
| "optional": false, | |
| "review_status": "reviewed", | |
| "subfolder": "image_encoder" | |
| }, | |
| { | |
| "expected_class": "diffusers_3d.families.trellis2.decoders.Trellis2PBRSparseDecoder", | |
| "loading_eligible": true, | |
| "name": "pbr_decoder", | |
| "optional": true, | |
| "review_status": "reviewed", | |
| "subfolder": "pbr_decoder" | |
| }, | |
| { | |
| "expected_class": "diffusers_3d.families.trellis2.decoders.Trellis2ShapeDualGridDecoder", | |
| "loading_eligible": true, | |
| "name": "shape_slat_decoder", | |
| "optional": true, | |
| "review_status": "reviewed", | |
| "subfolder": "shape_slat_decoder" | |
| }, | |
| { | |
| "expected_class": "diffusers_3d.families.pixal3d.models.Pixal3DSLatFlowModel", | |
| "loading_eligible": true, | |
| "name": "shape_slat_flow_model", | |
| "optional": true, | |
| "review_status": "reviewed", | |
| "subfolder": "shape_slat_flow_model" | |
| }, | |
| { | |
| "expected_class": "diffusers_3d.families.pixal3d.models.Pixal3DSLatFlowModel", | |
| "loading_eligible": true, | |
| "name": "shape_slat_flow_model_1024", | |
| "optional": true, | |
| "review_status": "reviewed", | |
| "subfolder": "shape_slat_flow_model_1024" | |
| }, | |
| { | |
| "expected_class": "diffusers_3d.families.trellis2.scheduler.Trellis2FlowEulerScheduler", | |
| "loading_eligible": true, | |
| "name": "shape_slat_scheduler", | |
| "optional": true, | |
| "review_status": "reviewed", | |
| "subfolder": "shape_slat_scheduler" | |
| }, | |
| { | |
| "expected_class": "diffusers_3d.families.trellis2.decoders.Trellis2SparseStructureDecoder", | |
| "loading_eligible": true, | |
| "name": "sparse_structure_decoder", | |
| "optional": false, | |
| "review_status": "reviewed", | |
| "subfolder": "sparse_structure_decoder" | |
| }, | |
| { | |
| "expected_class": "diffusers_3d.families.pixal3d.models.Pixal3DSparseStructureFlowModel", | |
| "loading_eligible": true, | |
| "name": "sparse_structure_flow_model", | |
| "optional": false, | |
| "review_status": "reviewed", | |
| "subfolder": "sparse_structure_flow_model" | |
| }, | |
| { | |
| "expected_class": "diffusers_3d.families.trellis2.scheduler.Trellis2FlowEulerScheduler", | |
| "loading_eligible": true, | |
| "name": "sparse_structure_scheduler", | |
| "optional": false, | |
| "review_status": "reviewed", | |
| "subfolder": "sparse_structure_scheduler" | |
| }, | |
| { | |
| "expected_class": "diffusers_3d.families.pixal3d.models.Pixal3DSLatFlowModel", | |
| "loading_eligible": true, | |
| "name": "texture_slat_flow_model", | |
| "optional": true, | |
| "review_status": "reviewed", | |
| "subfolder": "texture_slat_flow_model" | |
| }, | |
| { | |
| "expected_class": "diffusers_3d.families.pixal3d.models.Pixal3DSLatFlowModel", | |
| "loading_eligible": true, | |
| "name": "texture_slat_flow_model_1024", | |
| "optional": true, | |
| "review_status": "reviewed", | |
| "subfolder": "texture_slat_flow_model_1024" | |
| }, | |
| { | |
| "expected_class": "diffusers_3d.families.trellis2.scheduler.Trellis2FlowEulerScheduler", | |
| "loading_eligible": true, | |
| "name": "texture_slat_scheduler", | |
| "optional": true, | |
| "review_status": "reviewed", | |
| "subfolder": "texture_slat_scheduler" | |
| } | |
| ], | |
| "contribution_status": "reviewed_package", | |
| "family_id": "pixal3d", | |
| "object_kinds": [ | |
| "mesh", | |
| "o_voxel", | |
| "sparse_voxel" | |
| ], | |
| "output_object_types": [ | |
| "diffusers_3d.objects.mesh.MeshAsset", | |
| "diffusers_3d.objects.voxel.OVoxelAsset", | |
| "diffusers_3d.objects.voxel.SparseVoxelAsset" | |
| ], | |
| "output_representations": [ | |
| "mesh", | |
| "o-voxel", | |
| "slat", | |
| "sparse-structure" | |
| ], | |
| "pipeline_class": "diffusers_3d.families.pixal3d.pipeline.Pixal3DImageTo3DPipeline", | |
| "required_backends": [], | |
| "review_status": "reviewed", | |
| "schema_version": 2, | |
| "task_ids": [ | |
| "image-to-3d" | |
| ] | |
| } | |