Instructions to use suvadityamuk/TRELLIS.2-4B-diffusers-3d with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use suvadityamuk/TRELLIS.2-4B-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/TRELLIS.2-4B-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] - Trellis
How to use suvadityamuk/TRELLIS.2-4B-diffusers-3d with Trellis:
# No code snippets available yet for this library. # To use this model, check the repository files and the library's documentation. # Want to help? PRs adding snippets are welcome at: # https://github.com/huggingface/huggingface.js
- Notebooks
- Google Colab
- Kaggle
File size: 4,005 Bytes
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"components": [
{
"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.trellis2.models.Trellis2SLatFlowModel",
"loading_eligible": true,
"name": "shape_slat_flow_model",
"optional": true,
"review_status": "reviewed",
"subfolder": "shape_slat_flow_model"
},
{
"expected_class": "diffusers_3d.families.trellis2.models.Trellis2SLatFlowModel",
"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.trellis2.models.Trellis2SparseStructureFlowModel",
"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.trellis2.models.Trellis2SLatFlowModel",
"loading_eligible": true,
"name": "texture_slat_flow_model",
"optional": true,
"review_status": "reviewed",
"subfolder": "texture_slat_flow_model"
},
{
"expected_class": "diffusers_3d.families.trellis2.models.Trellis2SLatFlowModel",
"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": "trellis2",
"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.trellis2.pipeline.Trellis2ImageTo3DPipeline",
"required_backends": [],
"review_status": "reviewed",
"schema_version": 2,
"task_ids": [
"image-to-3d"
]
}
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