Instructions to use suvadityamuk/TripoSG-diffusers-3d with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use suvadityamuk/TripoSG-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/TripoSG-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: 1,775 Bytes
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"components": [
{
"expected_class": "transformers.models.bit.image_processing_pil_bit.BitImageProcessorPil",
"loading_eligible": true,
"name": "feature_extractor",
"optional": false,
"review_status": "reviewed",
"subfolder": "feature_extractor"
},
{
"expected_class": "transformers.models.dinov2.modeling_dinov2.Dinov2Model",
"loading_eligible": true,
"name": "image_encoder",
"optional": false,
"review_status": "reviewed",
"subfolder": "image_encoder"
},
{
"expected_class": "diffusers.schedulers.scheduling_flow_match_euler_discrete.FlowMatchEulerDiscreteScheduler",
"loading_eligible": true,
"name": "scheduler",
"optional": false,
"review_status": "reviewed",
"subfolder": "scheduler"
},
{
"expected_class": "diffusers_3d.families.triposg.models.TripoSGTransformerModel",
"loading_eligible": true,
"name": "transformer",
"optional": false,
"review_status": "reviewed",
"subfolder": "transformer"
},
{
"expected_class": "diffusers_3d.families.triposg.vae.TripoSGVAEDecoder",
"loading_eligible": true,
"name": "vae",
"optional": false,
"review_status": "reviewed",
"subfolder": "vae"
}
],
"contribution_status": "reviewed_package",
"family_id": "triposg",
"object_kinds": [
"mesh"
],
"output_object_types": [
"diffusers_3d.objects.mesh.MeshAsset"
],
"output_representations": [
"mesh"
],
"pipeline_class": "diffusers_3d.families.triposg.pipeline.TripoSGImageTo3DPipeline",
"required_backends": [
"scikit-image"
],
"review_status": "reviewed",
"schema_version": 2,
"task_ids": [
"image-to-3d"
]
}
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