Instructions to use DeepBeepMeep/3D with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- llama.cpp
How to use DeepBeepMeep/3D with llama.cpp:
Install (macOS, Linux)
curl -LsSf https://llama.app/install.sh | sh # Start a local OpenAI-compatible server with a web UI: llama serve -hf DeepBeepMeep/3D:Q4_K_M # Run inference directly in the terminal: llama cli -hf DeepBeepMeep/3D:Q4_K_M
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf DeepBeepMeep/3D:Q4_K_M # Run inference directly in the terminal: llama cli -hf DeepBeepMeep/3D:Q4_K_M
Build from source code
git clone https://github.com/ggml-org/llama.cpp.git cd llama.cpp cmake -B build cmake --build build -j --target llama-app # Start a local OpenAI-compatible server with a web UI: ./build/bin/llama serve -hf DeepBeepMeep/3D:Q4_K_M # Run inference directly in the terminal: ./build/bin/llama cli -hf DeepBeepMeep/3D:Q4_K_M
Use Docker
docker model run hf.co/DeepBeepMeep/3D:Q4_K_M
- Llama new
- LM Studio
- Jan
- Ollama
How to use DeepBeepMeep/3D with Ollama:
ollama run hf.co/DeepBeepMeep/3D:Q4_K_M
- Unsloth Desktop
- Pi
How to use DeepBeepMeep/3D with Pi:
Start the llama.cpp server
# Install llama.cpp: brew install llama.cpp # Start a local OpenAI-compatible server: llama serve -hf DeepBeepMeep/3D:Q4_K_M
Configure the model in Pi
# Install Pi: npm install -g @earendil-works/pi-coding-agent # Add to ~/.pi/agent/models.json: { "providers": { "llama-cpp": { "baseUrl": "http://localhost:8080/v1", "api": "openai-completions", "apiKey": "none", "models": [ { "id": "DeepBeepMeep/3D:Q4_K_M" } ] } } }Run Pi
# Start Pi in your project directory: pi
- Docker Model Runner
How to use DeepBeepMeep/3D with Docker Model Runner:
docker model run hf.co/DeepBeepMeep/3D:Q4_K_M
- Lemonade
How to use DeepBeepMeep/3D with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull DeepBeepMeep/3D:Q4_K_M
Run and chat with the model
lemonade run user.3D-Q4_K_M
List all available models
lemonade list
- Hermes Agent
How to use DeepBeepMeep/3D with Hermes Agent:
Start the llama.cpp server
# Install llama.cpp: brew install llama.cpp # Start a local OpenAI-compatible server: llama serve -hf DeepBeepMeep/3D:Q4_K_M
Configure Hermes
# Install Hermes: curl -fsSL https://hermes-agent.nousresearch.com/install.sh | bash hermes setup # Point Hermes at the local server: hermes config set model.provider custom hermes config set model.base_url http://127.0.0.1:8080/v1 hermes config set model.default DeepBeepMeep/3D:Q4_K_M
Run Hermes
hermes
- Atomic Chat
- OpenClaw
How to use DeepBeepMeep/3D with OpenClaw:
Start the llama.cpp server
# Install llama.cpp: brew install llama.cpp # Start a local OpenAI-compatible server: llama serve -hf DeepBeepMeep/3D:Q4_K_M
Configure OpenClaw
# Install OpenClaw: npm install -g openclaw@latest # Register the local server and set it as the default model: openclaw onboard --non-interactive --mode local \ --auth-choice custom-api-key \ --custom-base-url http://127.0.0.1:8080/v1 \ --custom-model-id "DeepBeepMeep/3D:Q4_K_M" \ --custom-provider-id llama-cpp \ --custom-compatibility openai \ --custom-text-input \ --accept-risk \ --skip-health
Run OpenClaw
openclaw agent --local --agent main --message "Hello from Hugging Face"
Add Hi3D v1.0 checkpoints
Browse filesHi3D 512 and 1024 transformers (BF16, INT8 ConvRot), decoder (FP16) and CLIP ViT-L/14 vision tower (FP16), with the Hi3D Open License Agreement, NOTICE (modified files listed), third-party licenses and authors.
- hi3d/AUTHORS +26 -0
- hi3d/LICENSE +223 -0
- hi3d/NOTICE +63 -0
- hi3d/THIRD_PARTY_LICENSES.md +474 -0
- hi3d/clip_vit_large_patch14_vision_fp16.safetensors +3 -0
- hi3d/hi3d_vae_fp16.safetensors +3 -0
- hi3d_transformer_1024_bf16.safetensors +3 -0
- hi3d_transformer_1024_int8_convrot.safetensors +3 -0
- hi3d_transformer_512_bf16.safetensors +3 -0
- hi3d_transformer_512_int8_convrot.safetensors +3 -0
hi3d/AUTHORS
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SPARC3D authors and contributors
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================================
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Sparc3D: Sparse Representation and Construction for High-Resolution 3D Shapes
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| 5 |
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Modeling — https://arxiv.org/abs/2505.14521
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| 6 |
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Paper authors
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| 8 |
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-------------
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| 9 |
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Zhihao Li
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| 11 |
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Yufei Wang
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| 12 |
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Heliang Zheng
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| 13 |
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Yihao Luo
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| 14 |
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Bihan Wen
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| 16 |
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Component credits
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| 17 |
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-----------------
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| 18 |
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| 19 |
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Named here because the credit belongs with the code, not only with the paper.
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| 21 |
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Zhihao Li GPU surface voxelization in sparc3d/ops, originally written as
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| 22 |
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the pytorch-voxelization extension and implemented as Triton
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kernels for this release.
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| 25 |
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Third-party code redistributed with this package is credited separately in
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NOTICE and THIRD_PARTY_LICENSES.md.
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hi3d/LICENSE
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| 1 |
+
# Hi3D Open License Agreement Version 1.0
|
| 2 |
+
|
| 3 |
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| Item | Details |
|
| 4 |
+
| --- | --- |
|
| 5 |
+
| Licensor | OCEANO HK HOLDING LIMITED |
|
| 6 |
+
| Licensed Project | Hi3D V1.0 |
|
| 7 |
+
| Version | Version 1.0 |
|
| 8 |
+
| Date | October 22, 2026 |
|
| 9 |
+
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| 10 |
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|
| 11 |
+
|
| 12 |
+
IMPORTANT NOTICE: By downloading, accessing, using, reproducing, modifying, distributing, displaying or otherwise exercising any rights in the Hi3D Materials, you acknowledge that you have read, understood and agreed to this Agreement. If you do not agree to this Agreement, do not use the Hi3D Materials.
|
| 13 |
+
|
| 14 |
+
# 1 Definitions
|
| 15 |
+
|
| 16 |
+
For purposes of this Agreement, the following terms have the meanings set out below.
|
| 17 |
+
|
| 18 |
+
## 1.1 Agreement
|
| 19 |
+
|
| 20 |
+
"Agreement" means this Hi3D Open License Agreement Version 1.0 issued with the applicable version of the Hi3D Materials, including Schedule 1, Acceptable Use Policy, and Schedule 2, Licensed Asset Schedule.
|
| 21 |
+
|
| 22 |
+
## 1.2 Licensor
|
| 23 |
+
|
| 24 |
+
"Licensor," "we," "us" or "our" means OCEANO HK HOLDING LIMITED, solely to the extent that it owns or is authorized to license the relevant rights in the Hi3D Materials.
|
| 25 |
+
|
| 26 |
+
## 1.3 You
|
| 27 |
+
|
| 28 |
+
"You" means the individual or legal entity exercising rights under this Agreement. A "legal entity" includes the entity acting hereunder and any entity that controls, is controlled by, or is under common control with it. "Control" means direct or indirect ownership of more than fifty percent of the voting interests, or the power to direct management.
|
| 29 |
+
|
| 30 |
+
## 1.4 Hi3D Materials
|
| 31 |
+
|
| 32 |
+
"Hi3D Materials" means the source code, model architecture, model weights and parameters, inference code, documentation and other materials that are owned by or licensable by the Licensor and expressly identified in the specific release listed in Schedule 2 as being subject to this Agreement. An asset is not automatically included in this Agreement merely because it has a similar name or purpose or is stored in the same repository, unless it has actually been released and is listed in Schedule 2.
|
| 33 |
+
|
| 34 |
+
## 1.5 Excluded Materials
|
| 35 |
+
|
| 36 |
+
"Excluded Materials" means third-party software, models, weights and their outputs; training, validation and test datasets; sample media, fonts and other third-party assets; first-stage systems or server-side code not listed in Schedule 2; trademarks and brand assets except as expressly permitted under Section 8; and any other items expressly subject to separate terms. Excluded Materials are not licensed under this Agreement. Sample code calling a third-party model does not alter the licensing status of that third-party model or its outputs.
|
| 37 |
+
|
| 38 |
+
## 1.6 Model Derivative
|
| 39 |
+
|
| 40 |
+
"Model Derivative" means another machine-learning model created by modifying, fine-tuning, adapting or quantizing all or a substantial part of the Hi3D model weights or parameters, or otherwise based on or incorporating the foregoing. Standalone Outputs, including generated 3D meshes and model files and finished works created by editing, converting or combining such files, do not become Model Derivatives merely because they were generated or post-processed; however, any portion of a finished work that actually contains Hi3D code, weights or parameters remains subject to this Agreement according to its nature.
|
| 41 |
+
|
| 42 |
+
## 1.7 Output
|
| 43 |
+
|
| 44 |
+
"Output" means content or information generated by running the Hi3D Materials or a Model Derivative, including generated 3D geometry, meshes and exported 3D files. Any third-party asset actually contained in an Output remains subject to the applicable third-party rights or separate license.
|
| 45 |
+
|
| 46 |
+
## 1.8 Commercial Product or Service
|
| 47 |
+
|
| 48 |
+
"Commercial Product or Service" means any product, service or hosted functionality that uses or contains the Hi3D Materials or a Model Derivative and is offered for commercial advantage, monetary consideration, revenue generation or other material commercial benefit.
|
| 49 |
+
|
| 50 |
+
## 1.9 Related Product or Service
|
| 51 |
+
|
| 52 |
+
"Related Product or Service" means a product or service that uses or contains the Hi3D Materials or a Model Derivative. Substantially similar services split among different brands, applications, interfaces, domain names or affiliated entities to evade the Scale Threshold must be aggregated.
|
| 53 |
+
|
| 54 |
+
## 1.10 Monthly Active Users
|
| 55 |
+
|
| 56 |
+
"Monthly Active Users" or "MAU" means the number of unique natural persons who actively use a Related Product or Service during a calendar month.
|
| 57 |
+
|
| 58 |
+
## 1.11 First Stage
|
| 59 |
+
|
| 60 |
+
"First Stage" means coarse-mesh generation that generates the basic three-dimensional shape of an object from a reference image, determines its principal structure and approximate contours, and outputs a coarse mesh for subsequent processing.
|
| 61 |
+
|
| 62 |
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## 1.12 Second Stage
|
| 63 |
+
|
| 64 |
+
"Second Stage" means geometry refinement that takes a reference image and the coarse mesh produced by the First Stage as inputs, progressively refines the three-dimensional shape, and generates higher-resolution three-dimensional geometry and mesh files.
|
| 65 |
+
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| 66 |
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# 2 License Grant
|
| 67 |
+
|
| 68 |
+
Subject to your continuing compliance with this Agreement, and solely with respect to rights in the Hi3D Materials that the Licensor owns or is authorized to license, the Licensor grants you a worldwide, non-exclusive, royalty-free license to use, reproduce, modify, fine-tune and adapt the Hi3D Materials in source-code, object-code, weight or other applicable form; create Model Derivatives and other derivative works; publicly display and publicly perform them; and distribute, sublicense and sell the Hi3D Materials. You may also deploy the Hi3D Materials on servers, cloud platforms or other computing environments that you control or lawfully use, and provide third parties with hosted services based on the Hi3D Materials through websites, applications, application programming interfaces (APIs), software as a service (SaaS) or other remote-access methods. This license may be transferred only through sublicensing or distribution that complies with this Agreement.
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| 69 |
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|
| 70 |
+
## 2.1 Commercial Use
|
| 71 |
+
|
| 72 |
+
Commercial use is permitted subject to Sections 5, 6, 7 and 8. No revenue threshold applies separately from Section 5.
|
| 73 |
+
|
| 74 |
+
## 2.2 Training Other AI Models
|
| 75 |
+
|
| 76 |
+
To the extent the Licensor has the right to grant such permission, you may use the Hi3D Materials and their Outputs to train, evaluate, improve or develop other artificial-intelligence or machine-learning models, subject to applicable law, third-party rights and Schedule 1. This permission does not extend to coarse models, outputs or other third-party materials generated through third-party models, and does not replace their separate license terms. Another model is a Model Derivative only if it satisfies the definition in Section 1.6.
|
| 77 |
+
|
| 78 |
+
# 3 Patent License
|
| 79 |
+
|
| 80 |
+
Subject to your compliance with this Agreement, and solely with respect to patent claims that the Licensor owns or is authorized to license and that are necessarily infringed by implementation of the Hi3D Materials, the Licensor grants you a perpetual, worldwide, non-exclusive, royalty-free patent license to make, have made, use, offer for sale, sell, import and otherwise transfer the Hi3D Materials. A patent license from any other contributor arises only if that contributor has the right to grant it and expressly agrees to provide it under this Agreement.
|
| 81 |
+
|
| 82 |
+
## 3.1 Patent Litigation
|
| 83 |
+
|
| 84 |
+
If you institute patent litigation against the Licensor or any contributor alleging that the Hi3D Materials or a contribution directly or contributorily infringes a patent, all patent licenses granted to you under this Agreement for the Hi3D Materials terminate as of the date the claim is filed.
|
| 85 |
+
|
| 86 |
+
# 4 Distribution and Sublicensing Conditions
|
| 87 |
+
|
| 88 |
+
You may distribute the Hi3D Materials and Model Derivatives, including as part of a proprietary or closed-source product, only if you comply with all of the following conditions. Merely reproducing, editing, displaying, selling or distributing Outputs that do not contain Hi3D Materials or Model Derivatives is not distribution under this Section, and does not by itself require those Outputs to be accompanied by this Agreement, a NOTICE file or a modification notice.
|
| 89 |
+
|
| 90 |
+
- Provide each recipient of files containing the Hi3D Materials or a Model Derivative with the full text of this Agreement upon delivery, or a link that provides continuous, free access to the full text of the corresponding version of this Agreement.
|
| 91 |
+
- Retain all applicable copyright, patent and attribution notices contained in the Hi3D Materials.
|
| 92 |
+
- Prominently identify the files, weights or materials that you modified.
|
| 93 |
+
- When distributing files containing the Hi3D Materials or a Model Derivative, include a readable NOTICE file containing the notice specified in Section 8.2 and all applicable original third-party notices and license requirements.
|
| 94 |
+
- Ensure that your terms do not restrict recipients from exercising the rights granted under this Agreement in unmodified portions of the Hi3D Materials, and pass the Acceptable Use Policy downstream as an enforceable condition.
|
| 95 |
+
|
| 96 |
+
## 4.1 Licensing of Model Derivatives
|
| 97 |
+
|
| 98 |
+
You may apply different terms, including proprietary terms, to your own modifications and to a Model Derivative as a whole; however, the portions that actually reproduce or embed Hi3D code, weights or parameters remain subject to this Agreement, and the applicable attribution, branding, scale and use conditions continue to apply. A finished 3D work containing only Outputs and not the foregoing Hi3D Materials is not subject to this subsection's conditions for Model Derivatives merely because it was generated using Hi3D.
|
| 99 |
+
|
| 100 |
+
# 5 Scale Threshold and Separate License
|
| 101 |
+
|
| 102 |
+
The Scale Threshold is triggered if one or more Related Products or Services exceed 200,000 Monthly Active Users in the most recent complete calendar month or generate monthly revenue of at least USD 1,000,000. Except for the anti-circumvention aggregation rule in Section 1.9, only Related Products or Services are counted.
|
| 103 |
+
|
| 104 |
+
## 5.1 Application
|
| 105 |
+
|
| 106 |
+
Within sixty days after first triggering the Scale Threshold, you must notify OCEANO HK HOLDING LIMITED and apply for a separate written license. The application must truthfully disclose the applicant, the affected products and services, the MAU calculation methodology, use cases, deployment regions, security measures and any other information reasonably requested by us.
|
| 107 |
+
|
| 108 |
+
## 5.2 Transition Period
|
| 109 |
+
|
| 110 |
+
If you submit a complete, truthful and timely application and remain compliant, you may continue your existing use during the sixty-day application period and while both parties are actively negotiating in good faith; however, without our written consent, you may not materially expand the affected use beyond its scale and scope when the Scale Threshold was first exceeded.
|
| 111 |
+
|
| 112 |
+
## 5.3 Decision on Separate License
|
| 113 |
+
|
| 114 |
+
A separate license may include fees, branding, reporting, audit, security, service-level or other commercial terms. We may decide, in our sole discretion, whether to grant or deny a separate license. No separate license is effective unless signed by an authorized representative of OCEANO HK HOLDING LIMITED or otherwise expressly confirmed by it in writing.
|
| 115 |
+
|
| 116 |
+
## 5.4 Failure to Obtain a License
|
| 117 |
+
|
| 118 |
+
If you fail to apply within the required period, make a materially false statement in an application, or continue the affected use after written denial or after good-faith negotiations end without agreement, your right to continue above-threshold use terminates. Any continuing above-threshold use is unauthorized and constitutes a material breach.
|
| 119 |
+
|
| 120 |
+
# 6 Acceptable Use Policy
|
| 121 |
+
|
| 122 |
+
Your use of the Hi3D Materials and Model Derivatives, and your conduct in generating Outputs with them, must comply with Schedule 1, applicable law and third-party rights. This Agreement does not otherwise restrict the ordinary reproduction, editing, display, sale or distribution of Outputs that have been generated and do not contain Hi3D Materials or Model Derivatives; you remain responsible for complying with applicable law and any third-party rights contained in the Outputs. You may not knowingly assist another person in circumventing restrictions on the use of the Hi3D Materials or Model Derivatives.
|
| 123 |
+
|
| 124 |
+
## 6.1 Policy Version
|
| 125 |
+
|
| 126 |
+
The version of Schedule 1 accompanying the Hi3D version you receive applies to that version. We may issue a revised policy for later versions. Material revisions do not apply retroactively to prior versions unless you expressly accept them.
|
| 127 |
+
|
| 128 |
+
# 7 Commercial Branding Display
|
| 129 |
+
|
| 130 |
+
Any entity integrating the Hi3D Materials or a Model Derivative into a Commercial Product or Service must display "Powered by Hi3D 1.0" clearly and with reasonable prominence. A product with a user interface must display it in the interface, on an About page or in product acknowledgements. An API, SDK, backend or embedded product without a conventional user interface must display it in primary customer-accessible technical documentation, a service description or a legal notice. Where the display location supports a clickable link, the text must link to the official Hi3D website listed in Schedule 2; if a link cannot be provided, the official website address must be stated in the same location or related documentation. Merely obtaining or using a generated 3D Output file does not, by itself, create the branding-display obligation under this Section.
|
| 131 |
+
|
| 132 |
+
You may use the Licensor's commercial marks only to comply with the branding-display obligation under this Section. This permission may be revoked at any time and does not transfer any rights or constitute the Licensor's endorsement of you or any related product or service. The Licensor may require you in writing to cease using or remove the relevant marks, and you must do so within five (5) business days after receiving the notice. Once the marks have been removed, you will no longer be subject to the corresponding branding-display obligation.
|
| 133 |
+
|
| 134 |
+
## 7.1 No Endorsement
|
| 135 |
+
|
| 136 |
+
Unless we expressly agree in writing, you may not state or imply that your product, service, Model Derivative or Output was created, certified, endorsed or supported by OCEANO HK HOLDING LIMITED, or is an official Hi3D product.
|
| 137 |
+
|
| 138 |
+
# 8 Trademarks and Notices
|
| 139 |
+
|
| 140 |
+
Except for the limited license below, this Agreement grants no right to use the names, logos, trade dress, domain names or trademarks of OCEANO HK HOLDING LIMITED, Hi3D or their affiliates. Reasonable descriptive use to identify the source of the Hi3D Materials is permitted.
|
| 141 |
+
|
| 142 |
+
## 8.1 Limited Mark License
|
| 143 |
+
|
| 144 |
+
While you remain in compliance with this Agreement, we grant you a limited, non-exclusive, non-transferable and non-sublicensable license to use the "Hi3D" word mark only to the extent necessary to comply with Sections 4 and 7. This license terminates when your right to use the relevant Hi3D Materials terminates under Section 14. It does not include use of any logo or any use that implies endorsement, sponsorship or official status. All goodwill belongs to the applicable trademark owner.
|
| 145 |
+
|
| 146 |
+
## 8.2 Required Notice
|
| 147 |
+
|
| 148 |
+
The NOTICE file must state: "Hi3D is licensed under the Hi3D Open License Agreement Version 1.0. Copyright © 2026 OCEANO HK HOLDING LIMITED. All rights not expressly granted are reserved. The Hi3D trademarks are owned by OCEANO HK HOLDING LIMITED or its applicable affiliate(s)."
|
| 149 |
+
|
| 150 |
+
# 9 Outputs
|
| 151 |
+
|
| 152 |
+
As between you and us, we claim no ownership of Outputs generated by you. So long as an Output itself does not contain Hi3D Materials or a Model Derivative, you and downstream users who obtain that Output may reproduce, edit, display, sell and distribute it without being required, solely because of that use, to display "Powered by Hi3D 1.0," include this Agreement or a NOTICE file, or apply for a scale-based license under Section 5. This Section does not transfer rights and does not guarantee that an Output is copyrightable, original or non-infringing. Any applicable terms governing third-party models, inputs, materials or services must still be observed.
|
| 153 |
+
|
| 154 |
+
# 10 Third-Party Materials
|
| 155 |
+
|
| 156 |
+
Third-party software, models, weights and their outputs remain subject to their respective licenses and terms of use, and you are responsible for independently obtaining and complying with the relevant rights. Sample code included with this release may call Hunyuan3D-2mini to generate a first-stage coarse model, but Hi3D does not license that model's software, weights or outputs under this Agreement; the model version, source and license used by the sample must be identified in the release documentation. Other external models loaded for second-stage inference, and their actual versions, must also be listed in the third-party dependency schedule. Unless expressly stated otherwise, this Agreement does not license training data, sample media, fonts, datasets or other Excluded Materials.
|
| 157 |
+
|
| 158 |
+
# 11 Disclaimer
|
| 159 |
+
|
| 160 |
+
TO THE MAXIMUM EXTENT PERMITTED BY LAW, THE HI3D MATERIALS, MODEL DERIVATIVES, OUTPUTS AND ALL RELATED RIGHTS ARE PROVIDED "AS IS" AND "AS AVAILABLE," WITHOUT WARRANTIES OF ANY KIND, WHETHER EXPRESS, IMPLIED OR STATUTORY, INCLUDING WARRANTIES OF TITLE, NON-INFRINGEMENT, MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE, ACCURACY, SECURITY, RELIABILITY OR UNINTERRUPTED OPERATION. YOU ARE RESPONSIBLE FOR DETERMINING WHETHER YOUR USE IS APPROPRIATE AND LAWFUL.
|
| 161 |
+
|
| 162 |
+
# 12 Limitation of Liability
|
| 163 |
+
|
| 164 |
+
TO THE MAXIMUM EXTENT PERMITTED BY LAW, OCEANO HK HOLDING LIMITED, ITS AFFILIATES AND CONTRIBUTORS WILL NOT BE LIABLE FOR ANY INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, PUNITIVE OR CONSEQUENTIAL DAMAGES, OR FOR ANY LOSS OF PROFITS, REVENUE, DATA OR GOODWILL, OR BUSINESS INTERRUPTION, ARISING FROM THIS AGREEMENT OR THE HI3D MATERIALS, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH LOSS. LIABILITY THAT CANNOT LAWFULLY BE EXCLUDED IS NOT EXCLUDED BY THIS SECTION.
|
| 165 |
+
|
| 166 |
+
# 13 Indemnification
|
| 167 |
+
|
| 168 |
+
You will, to the applicable extent, defend, indemnify and hold harmless OCEANO HK HOLDING LIMITED, its affiliates, officers, employees and contributors from and against third-party claims, losses, liabilities, damages, judgments, costs and reasonable legal fees arising from your breach of this Agreement; unlawful use; inputs; Outputs; modifications; Model Derivatives; products; services; or distribution. We will promptly notify you of a claim and, at your expense, provide reasonable assistance and permit you to control the defense and settlement; however, without the indemnified party's prior written consent, you may not admit liability on its behalf, impose obligations on it or agree to non-monetary relief against it.
|
| 169 |
+
|
| 170 |
+
# 14 Term and Termination
|
| 171 |
+
|
| 172 |
+
This Agreement takes effect when you first access the Hi3D Materials or exercise the relevant rights, and continues until terminated. Upon a material breach, your rights terminate immediately following our written notice. For any other breach, your rights terminate if you fail to cure within thirty days after our written notice. Patent termination under Section 3.1 and scale-based termination under Section 5.4 operate according to their respective terms.
|
| 173 |
+
|
| 174 |
+
## 14.1 Effect of Termination
|
| 175 |
+
|
| 176 |
+
Upon termination, you must cease any use no longer authorized under this Agreement and delete any Hi3D model weights and other Hi3D Materials in your possession or control that are required to be deleted. Records required by law and routine backups that cannot be immediately purged must not be used and must be deleted in accordance with the applicable retention period. Termination does not automatically terminate licenses lawfully granted before termination where downstream recipients remain compliant, but you may make no new distributions. Sections 1 and 7 through 16, and accrued rights, survive to the extent applicable.
|
| 177 |
+
|
| 178 |
+
# 15 Governing Law and Arbitration
|
| 179 |
+
|
| 180 |
+
This Agreement and any non-contractual obligations arising from it are governed by the laws of the Hong Kong Special Administrative Region, without regard to conflict-of-laws rules. Any dispute arising out of or relating to this Agreement will be finally resolved by arbitration administered by the Hong Kong International Arbitration Centre under the HKIAC Administered Arbitration Rules in force when the Notice of Arbitration is submitted. The seat of arbitration is Hong Kong, the tribunal will consist of one arbitrator, and the language of arbitration is English. Either party may seek urgent interim or injunctive relief from a court of competent jurisdiction.
|
| 181 |
+
|
| 182 |
+
# 16 General
|
| 183 |
+
|
| 184 |
+
This Agreement constitutes the entire agreement concerning this public license. To the extent a separate written commercial license expressly addresses a matter and conflicts with this Agreement, the commercial license controls. If any provision is unenforceable, it will be adjusted only to the minimum extent necessary and the remainder will remain in effect. Failure to enforce a right is not a waiver. Headings and translations do not affect the meaning of the terms. Except for a permitted transfer with a related product or business where the transferee accepts this Agreement, you may not assign this Agreement.
|
| 185 |
+
|
| 186 |
+
## 16.1 Non-Retroactive Updates
|
| 187 |
+
|
| 188 |
+
The license text accompanying the version of the Hi3D Materials you receive continues to apply to that version. We may license later versions under revised terms, but revisions do not retroactively alter rights already granted for earlier versions.
|
| 189 |
+
|
| 190 |
+
## 16.2 Contact
|
| 191 |
+
|
| 192 |
+
Applications for scale-based licenses and legal notices must be submitted using the contact details published on the official Hi3D release page, or sent to another address formally designated by OCEANO HK HOLDING LIMITED.
|
| 193 |
+
|
| 194 |
+
# Schedule 1 Acceptable Use Policy
|
| 195 |
+
|
| 196 |
+
You may not use the Hi3D Materials or Model Derivatives for any of the following activities, or generate or disseminate the prohibited content listed below through such use. This Schedule does not impose model-use obligations on a person merely because that person obtains or ordinarily uses a generated 3D finished work that does not contain Hi3D Materials or a Model Derivative; subsequent use of such a finished work remains subject to applicable law and third-party rights.
|
| 197 |
+
|
| 198 |
+
- Violate applicable law, sanctions, export controls, court orders or binding regulatory requirements;
|
| 199 |
+
- Infringe or misappropriate copyright, patent rights, trademark rights, trade secrets, privacy, data protection, publicity rights, image rights or other rights;
|
| 200 |
+
- Exploit, sexualize, groom or traffic minors, or otherwise harm minors;
|
| 201 |
+
- Create, distribute or facilitate malware, ransomware, unauthorized access, credential theft, destructive code or material network abuse;
|
| 202 |
+
- Deceptively impersonate another person, commit fraud, manipulate identity, or generate deceptive synthetic media without disclosure where disclosure is required by law;
|
| 203 |
+
- Intentionally facilitate violence, terrorism, self-harm, unlawful discrimination, stalking, harassment or targeted abuse;
|
| 204 |
+
- Unlawfully collect, infer, disclose or use personal or sensitive information, or undertake any of those activities for the purpose of harming another person;
|
| 205 |
+
- Circumvent technical safeguards or access controls in the Hi3D Materials, except for authorized good-faith security research conducted with appropriate safeguards;
|
| 206 |
+
- Make fully automated decisions in healthcare, employment, credit, housing, education, insurance, law enforcement or essential services that have legal or similarly significant effects, without legally required human oversight, testing, notice and appeal mechanisms; or
|
| 207 |
+
- Falsely represent a Model Derivative or product as an official Hi3D version or as endorsed by OCEANO HK HOLDING LIMITED.
|
| 208 |
+
|
| 209 |
+
This Policy does not prohibit lawful research, testing, auditing, red-teaming or development conducted with reasonable safeguards and not deployed for a prohibited purpose.
|
| 210 |
+
|
| 211 |
+
# Schedule 2 Licensed Asset Schedule
|
| 212 |
+
|
| 213 |
+
This Schedule identifies the assets in this release that are subject to the Hi3D Open License Agreement Version 1.0. The second-stage inference code, documentation and configuration listed below as "Included," together with the eight second-stage model files identified below for distribution under the name Hi3D v1.0 in the Hugging Face model repository at https://huggingface.co/hi3d-official/Hi3Dv1.0, are included under this Agreement to the extent the Licensor owns or is authorized to license them. Inclusion is not affected by the code and weights being stored separately on GitHub and Hugging Face. No third-party model, external dependency, unreleased first-stage material or file listed as "Excluded" is licensed under this Agreement.
|
| 214 |
+
|
| 215 |
+
| Item | Details |
|
| 216 |
+
| --- | --- |
|
| 217 |
+
| Code Release (Basis of Included Scope) | The Hi3D v1.0 source release at https://github.com/hi3d-official/Hi3Dv1.0 containing this Agreement. The included code, documentation and configuration are identified by the paths below. This Schedule applies to the files accompanying this version of the Agreement, not automatically to later repository versions. |
|
| 218 |
+
| Second-Stage Inference Code and Architecture (Included) | Under sparc3d/: models/, nn/, ops/, pipelines/, schedulers/, sparcubes/, structures/, utils/ and package initialization files; demo/refine_mesh.py, demo/image_to_mesh.py and demo/coarse_stage.py. Coverage is limited to implementations and modifications that the Licensor is authorized to license. coarse_stage.py is sample adapter code that calls an external Hunyuan model and does not include the Hunyuan code or weights. |
|
| 219 |
+
| Second-Stage Model Weights and Configuration (Included) | The following eight Hi3D v1.0 files are included under this Agreement at paths relative to the root of the Hugging Face model repository: model_index.json; scheduler/scheduler_config.json; transformer_512/config.json; transformer_512/model.safetensors (3,675,679,280 bytes); transformer_1024/config.json; transformer_1024/model.safetensors (3,675,679,280 bytes); vae/config.json; and vae/model.safetensors (376,629,712 bytes). transformer_1024/model.safetensors is used for both the 1024³ and 1536³ settings; there is no separate transformer_1536 weight in this release. The designated release location for these files is https://huggingface.co/hi3d-official/Hi3Dv1.0. This item excludes all other files in that repository and also excludes external models and weights such as Hunyuan3D-2mini, DINOv2 and CLIP. |
|
| 220 |
+
| Documentation and Configuration (Included to the Extent Licensable) | README.md, README.zh-CN.md, docs/installation.md, docs/pipeline.md and docs/reproduction.md, together with content in pyproject.toml, MANIFEST.in, docker/Dockerfile and docker/constraints.txt that the Licensor is authorized to license. Original notices in AUTHORS, NOTICE, THIRD_PARTY_LICENSES.md and third-party license files must be preserved unchanged. |
|
| 221 |
+
| Sample Media (Excluded) | assets/example.png, assets/framework.png, assets/global-comparison-1.jpg, assets/global-comparison-2.jpg and assets/local-detail-comparison.jpg are excluded. Their presence in this release does not grant any license to use them under this Agreement. Any use is subject to the applicable rights and separate permissions. |
|
| 222 |
+
| Unreleased and Third-Party Materials (Excluded) | Unreleased proprietary Hi3D first-stage materials, training code and datasets; original third-party rights in TRELLIS, Pointcept, O-CNN and FlexiCubes; Hunyuan3D-2mini code, weights and outputs called externally by the sample; and the facebook/dinov2-large and openai/clip-vit-large-patch14 weights separately obtained at runtime are not sublicensed under this Hi3D Agreement. Original third-party notices and their respective terms continue to apply. |
|
| 223 |
+
| Official Hi3D Websites | The link target for "Powered by Hi3D 1.0" under Section 7 is http://hi3d.ai/. The China website is https://www.hi3d.cn/. |
|
hi3d/NOTICE
ADDED
|
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|
| 1 |
+
SPARC3D
|
| 2 |
+
Copyright 2026 The SPARC3D Authors
|
| 3 |
+
|
| 4 |
+
This product includes software developed by third parties. The following
|
| 5 |
+
components are redistributed under their own licenses, reproduced in full in
|
| 6 |
+
THIRD_PARTY_LICENSES.md:
|
| 7 |
+
|
| 8 |
+
* Microsoft TRELLIS (MIT License)
|
| 9 |
+
Copyright (c) Microsoft Corporation.
|
| 10 |
+
https://github.com/microsoft/TRELLIS
|
| 11 |
+
|
| 12 |
+
* Pointcept / Point Transformer V3 (MIT License)
|
| 13 |
+
Copyright (c) 2023 Pointcept
|
| 14 |
+
https://github.com/Pointcept/Pointcept
|
| 15 |
+
|
| 16 |
+
* O-CNN, ocnn-pytorch (MIT License)
|
| 17 |
+
Copyright (c) 2022 Peng-Shuai Wang <wangps@hotmail.com>
|
| 18 |
+
https://github.com/octree-nn/ocnn-pytorch
|
| 19 |
+
|
| 20 |
+
* NVIDIA FlexiCubes (Apache License 2.0)
|
| 21 |
+
Copyright (c) 2025 NVIDIA CORPORATION & AFFILIATES
|
| 22 |
+
https://github.com/nv-tlabs/FlexiCubes
|
| 23 |
+
License also included at sparc3d/ops/flexicubes/LICENSE.txt
|
| 24 |
+
|
| 25 |
+
GPU surface voxelization in sparc3d/ops descends from the PyTorch extension
|
| 26 |
+
written by Zhihao Li; see AUTHORS.
|
| 27 |
+
|
| 28 |
+
|
| 29 |
+
Hi3D v1.0
|
| 30 |
+
---------
|
| 31 |
+
Hi3D v1.0 includes the SPARC3D inference implementation. Original copyright,
|
| 32 |
+
attribution, license texts, and per-file modification notices are retained.
|
| 33 |
+
The Python package and API names are sparc3d / Sparc3DPipeline.
|
| 34 |
+
|
| 35 |
+
Hunyuan3D is referenced only by an optional coarse-mesh example adapter. Tencent's
|
| 36 |
+
Hunyuan3D implementation and weights are not bundled with or relicensed by this
|
| 37 |
+
distribution. External image encoders and any separately obtained model weights
|
| 38 |
+
retain their own terms. See THIRD_PARTY_LICENSES.md for the source and model
|
| 39 |
+
license index.
|
| 40 |
+
|
| 41 |
+
|
| 42 |
+
Hi3D Open License Agreement Version 1.0 notice
|
| 43 |
+
--------------------------------------------
|
| 44 |
+
The following notice applies to the Hi3D Materials identified in Schedule 2 of
|
| 45 |
+
LICENSE, only to the extent OCEANO HK HOLDING LIMITED owns or is authorized to
|
| 46 |
+
license them. It does not replace the original third-party notices above or
|
| 47 |
+
extend the Agreement to Excluded Materials. See THIRD_PARTY_LICENSES.md.
|
| 48 |
+
|
| 49 |
+
Hi3D is licensed under the Hi3D Open License Agreement Version 1.0. Copyright © 2026 OCEANO HK HOLDING LIMITED. All rights not expressly granted are reserved. The Hi3D trademarks are owned by OCEANO HK HOLDING LIMITED or its applicable affiliate(s).
|
| 50 |
+
|
| 51 |
+
|
| 52 |
+
Modified files (DeepBeepMeep, WanGP, 2026-10-28)
|
| 53 |
+
----------------------------------------------
|
| 54 |
+
The Hi3D v1.0 weights were repackaged for WanGP; no weight was retrained:
|
| 55 |
+
* hi3d_transformer_512_bf16.safetensors, hi3d_transformer_1024_bf16.safetensors:
|
| 56 |
+
the 512 and 1024 transformers with every floating-point tensor stored in BF16
|
| 57 |
+
(upstream: FP16 torso, FP32 modulations and norms).
|
| 58 |
+
* hi3d_transformer_512_int8_convrot.safetensors, hi3d_transformer_1024_int8_convrot.safetensors:
|
| 59 |
+
the same transformers with their linear weights quantized to INT8 (ConvRot).
|
| 60 |
+
* hi3d/hi3d_vae_fp16.safetensors: the decoder stored in FP16 (upstream FP32),
|
| 61 |
+
without its constant inv_grid_coord tables (a constant in WanGP's code).
|
| 62 |
+
* hi3d/clip_vit_large_patch14_vision_fp16.safetensors: the vision tower of
|
| 63 |
+
openai/clip-vit-large-patch14 (MIT) in FP16; not a Hi3D material.
|
hi3d/THIRD_PARTY_LICENSES.md
ADDED
|
@@ -0,0 +1,474 @@
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|
| 1 |
+
# Third-party licenses
|
| 2 |
+
|
| 3 |
+
This license index adapts the SPARC3D third-party notices for Hi3D v1.0. The
|
| 4 |
+
original license texts and attributions are retained, with additional references
|
| 5 |
+
for separately obtained models and optional examples.
|
| 6 |
+
|
| 7 |
+
The original SPARC3D license is retained in [Original Apache license](#original-apache-license).
|
| 8 |
+
Hi3D-owned or otherwise licensable materials identified in Schedule 2 are governed
|
| 9 |
+
by the Hi3D Agreement in [LICENSE](LICENSE). See [License scope](#license-scope)
|
| 10 |
+
for the component boundaries; the new Agreement does not replace original
|
| 11 |
+
third-party licenses or previously granted rights.
|
| 12 |
+
|
| 13 |
+
Parts of this package are derived from other open-source projects. Each is listed
|
| 14 |
+
below with the files it covers and the full text of its license, as those licenses
|
| 15 |
+
require. Every file named here also carries a provenance header pointing back to
|
| 16 |
+
this document.
|
| 17 |
+
|
| 18 |
+
| Upstream | License | Covers |
|
| 19 |
+
| --- | --- | --- |
|
| 20 |
+
| [Microsoft TRELLIS](https://github.com/microsoft/TRELLIS) | MIT | the sparse transformer and its building blocks |
|
| 21 |
+
| [Pointcept / Point Transformer V3](https://github.com/Pointcept/Pointcept) | MIT | the `Point` structure and the sparse PTv3 decoder |
|
| 22 |
+
| [O-CNN (ocnn-pytorch)](https://github.com/octree-nn/ocnn-pytorch) | MIT | Z-order (Morton) encoding |
|
| 23 |
+
| [NVIDIA FlexiCubes](https://github.com/nv-tlabs/FlexiCubes) | Apache-2.0 | dual-marching-cubes surface extraction |
|
| 24 |
+
|
| 25 |
+
---
|
| 26 |
+
|
| 27 |
+
## License scope
|
| 28 |
+
|
| 29 |
+
This index explains the component boundaries in Schedule 2 of the
|
| 30 |
+
[Hi3D Open License Agreement Version 1.0](LICENSE). It does not amend the
|
| 31 |
+
Agreement or grant additional rights. The Agreement and each applicable
|
| 32 |
+
third-party license govern their respective materials.
|
| 33 |
+
|
| 34 |
+
| Component | Applicable terms |
|
| 35 |
+
| --- | --- |
|
| 36 |
+
| Second-stage implementation and modifications in `sparc3d/`, including package initialization | The Hi3D Agreement applies only to content OCEANO HK HOLDING LIMITED owns or is authorized to license; original third-party rights in the same files remain under their original terms |
|
| 37 |
+
| `demo/refine_mesh.py`, `demo/image_to_mesh.py`, `demo/coarse_stage.py` | The Hi3D Agreement applies to licensable example code; Hunyuan's separate implementation, weights and outputs are excluded |
|
| 38 |
+
| The README, documentation and configuration paths listed in Schedule 2 | The Hi3D Agreement applies to licensable content; original notices and third-party terms remain in effect |
|
| 39 |
+
| The eight refinement artifacts listed in Schedule 2 | Distributed separately from the source code and Python packages under the Hi3D Agreement; other files or versions are not included merely by sharing a repository |
|
| 40 |
+
| Original SPARC3D, TRELLIS, Pointcept, O-CNN and FlexiCubes rights | Retained Apache-2.0 or MIT terms, as detailed in this file and the original source headers |
|
| 41 |
+
| Hunyuan3D-2mini, DINOv2, CLIP and other external dependencies | Their own upstream licenses; not relicensed by Hi3D |
|
| 42 |
+
| The five files listed as Sample Media in Schedule 2 | Excluded from the Hi3D Agreement; their presence or display does not grant reuse rights |
|
| 43 |
+
| Unreleased first-stage materials, training code, datasets, and brand assets | Excluded, subject to the limited trademark permissions expressly granted in the Agreement |
|
| 44 |
+
|
| 45 |
+
`LicenseRef-Hi3D-1.0` denotes the custom Agreement in [LICENSE](LICENSE), not a
|
| 46 |
+
blanket license for every file. Previously granted rights under applicable
|
| 47 |
+
Apache-2.0 or MIT licenses are not withdrawn or replaced by the Hi3D Agreement.
|
| 48 |
+
|
| 49 |
+
The source archive contains media expressly excluded by Schedule 2. Therefore
|
| 50 |
+
its package metadata does not assert a single SPDX license expression for the
|
| 51 |
+
whole archive. The complete applicable agreements and notices are included with
|
| 52 |
+
the Python distributions.
|
| 53 |
+
|
| 54 |
+
---
|
| 55 |
+
|
| 56 |
+
## Microsoft TRELLIS
|
| 57 |
+
|
| 58 |
+
Covers:
|
| 59 |
+
|
| 60 |
+
- `sparc3d/models/transformers/sparc3d_transformer.py`
|
| 61 |
+
- `sparc3d/nn/norm.py`
|
| 62 |
+
- `sparc3d/nn/rope.py`
|
| 63 |
+
- `sparc3d/nn/utils.py`
|
| 64 |
+
- `sparc3d/nn/sparse/basic.py`
|
| 65 |
+
- `sparc3d/nn/sparse/conv.py`
|
| 66 |
+
- `sparc3d/nn/sparse/linear.py`
|
| 67 |
+
- `sparc3d/nn/sparse/nonlinearity.py`
|
| 68 |
+
- `sparc3d/nn/sparse/spatial.py`
|
| 69 |
+
- `sparc3d/nn/sparse/attention/full_attn.py`
|
| 70 |
+
- `sparc3d/nn/sparse/attention/modules.py`
|
| 71 |
+
- `sparc3d/nn/sparse/transformer/blocks.py`
|
| 72 |
+
- `sparc3d/nn/sparse/transformer/modulated.py`
|
| 73 |
+
|
| 74 |
+
Each of these files states the specific SPARC3D modification in its header. In
|
| 75 |
+
general the training paths, the alternative attention backends, and the dense
|
| 76 |
+
variants were removed, leaving the released inference architecture.
|
| 77 |
+
|
| 78 |
+
```
|
| 79 |
+
MIT License
|
| 80 |
+
|
| 81 |
+
Copyright (c) Microsoft Corporation.
|
| 82 |
+
|
| 83 |
+
Permission is hereby granted, free of charge, to any person obtaining a copy
|
| 84 |
+
of this software and associated documentation files (the "Software"), to deal
|
| 85 |
+
in the Software without restriction, including without limitation the rights
|
| 86 |
+
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
|
| 87 |
+
copies of the Software, and to permit persons to whom the Software is
|
| 88 |
+
furnished to do so, subject to the following conditions:
|
| 89 |
+
|
| 90 |
+
The above copyright notice and this permission notice shall be included in all
|
| 91 |
+
copies or substantial portions of the Software.
|
| 92 |
+
|
| 93 |
+
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
|
| 94 |
+
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
|
| 95 |
+
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
|
| 96 |
+
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
|
| 97 |
+
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
|
| 98 |
+
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
|
| 99 |
+
SOFTWARE
|
| 100 |
+
```
|
| 101 |
+
|
| 102 |
+
---
|
| 103 |
+
|
| 104 |
+
## Pointcept / Point Transformer V3
|
| 105 |
+
|
| 106 |
+
Point Transformer V3 (Xiaoyang Wu et al.) is released as part of Pointcept.
|
| 107 |
+
|
| 108 |
+
Covers:
|
| 109 |
+
|
| 110 |
+
- `sparc3d/models/autoencoders/blocks.py`
|
| 111 |
+
- `sparc3d/models/autoencoders/ptv3.py`
|
| 112 |
+
- `sparc3d/structures/point.py`
|
| 113 |
+
- `sparc3d/structures/point_modules.py`
|
| 114 |
+
- `sparc3d/utils/misc.py`
|
| 115 |
+
- `sparc3d/utils/precision.py`
|
| 116 |
+
- `sparc3d/utils/serialization/default.py`
|
| 117 |
+
|
| 118 |
+
The decoder half was specialized for the sparse mesh autoencoder; the encoder,
|
| 119 |
+
the training paths, and the Hilbert serialization order were removed.
|
| 120 |
+
|
| 121 |
+
```
|
| 122 |
+
MIT License
|
| 123 |
+
|
| 124 |
+
Copyright (c) 2023 Pointcept
|
| 125 |
+
|
| 126 |
+
Permission is hereby granted, free of charge, to any person obtaining a copy
|
| 127 |
+
of this software and associated documentation files (the "Software"), to deal
|
| 128 |
+
in the Software without restriction, including without limitation the rights
|
| 129 |
+
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
|
| 130 |
+
copies of the Software, and to permit persons to whom the Software is
|
| 131 |
+
furnished to do so, subject to the following conditions:
|
| 132 |
+
|
| 133 |
+
The above copyright notice and this permission notice shall be included in all
|
| 134 |
+
copies or substantial portions of the Software.
|
| 135 |
+
|
| 136 |
+
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
|
| 137 |
+
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
|
| 138 |
+
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
|
| 139 |
+
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
|
| 140 |
+
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
|
| 141 |
+
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
|
| 142 |
+
SOFTWARE.
|
| 143 |
+
```
|
| 144 |
+
|
| 145 |
+
---
|
| 146 |
+
|
| 147 |
+
## O-CNN (ocnn-pytorch)
|
| 148 |
+
|
| 149 |
+
Covers:
|
| 150 |
+
|
| 151 |
+
- `sparc3d/utils/serialization/z_order.py`
|
| 152 |
+
|
| 153 |
+
The Morton decode tables and the batch-index field of the key were removed; only
|
| 154 |
+
`xyz2key` encoding is retained.
|
| 155 |
+
|
| 156 |
+
```
|
| 157 |
+
MIT License
|
| 158 |
+
|
| 159 |
+
Copyright (c) 2022 Peng-Shuai Wang <wangps@hotmail.com>
|
| 160 |
+
|
| 161 |
+
Permission is hereby granted, free of charge, to any person obtaining a copy
|
| 162 |
+
of this software and associated documentation files (the "Software"), to deal
|
| 163 |
+
in the Software without restriction, including without limitation the rights
|
| 164 |
+
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
|
| 165 |
+
copies of the Software, and to permit persons to whom the Software is
|
| 166 |
+
furnished to do so, subject to the following conditions:
|
| 167 |
+
|
| 168 |
+
The above copyright notice and this permission notice shall be included in
|
| 169 |
+
all copies or substantial portions of the Software.
|
| 170 |
+
|
| 171 |
+
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
|
| 172 |
+
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
|
| 173 |
+
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
|
| 174 |
+
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
|
| 175 |
+
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
|
| 176 |
+
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
|
| 177 |
+
THE SOFTWARE.
|
| 178 |
+
```
|
| 179 |
+
|
| 180 |
+
---
|
| 181 |
+
|
| 182 |
+
## NVIDIA FlexiCubes
|
| 183 |
+
|
| 184 |
+
Covers:
|
| 185 |
+
|
| 186 |
+
- `sparc3d/ops/flexicubes/`
|
| 187 |
+
|
| 188 |
+
FlexiCubes retains its Apache-2.0 license. Its copy of the
|
| 189 |
+
license ships in the package at `sparc3d/ops/flexicubes/LICENSE.txt`, satisfying
|
| 190 |
+
Apache-2.0 section 4(a); the NVIDIA copyright notices are retained in the source
|
| 191 |
+
files, satisfying 4(c); and `sparc3d/ops/flexicubes/flexicubes.py` carries a
|
| 192 |
+
header enumerating every SPARC3D modification, satisfying 4(b). Upstream ships no
|
| 193 |
+
`NOTICE` file, so 4(d) does not apply.
|
| 194 |
+
|
| 195 |
+
The vendored copy is inference-only: the tetrahedral output, the learned
|
| 196 |
+
interpolation weights, the developability regularizer, and the gradient hooks
|
| 197 |
+
were removed.
|
| 198 |
+
|
| 199 |
+
|
| 200 |
+
---
|
| 201 |
+
|
| 202 |
+
## External models and optional examples
|
| 203 |
+
|
| 204 |
+
This section indexes components obtained separately at runtime or by the user.
|
| 205 |
+
It does not add their code or weights to this distribution, grant a license to
|
| 206 |
+
them, or replace their upstream terms. Neither the Hi3D Agreement nor a retained
|
| 207 |
+
source-code license automatically applies to external model weights or
|
| 208 |
+
third-party outputs.
|
| 209 |
+
|
| 210 |
+
### Required external image encoders
|
| 211 |
+
|
| 212 |
+
The default image conditioner loads the following models separately. Neither is
|
| 213 |
+
included in the Hi3D refinement checkpoint or in this source tree.
|
| 214 |
+
|
| 215 |
+
| Component | Role | Official model source | Upstream license reference |
|
| 216 |
+
| --- | --- | --- | --- |
|
| 217 |
+
| DINOv2-large | Spatial image features | [facebook/dinov2-large](https://huggingface.co/facebook/dinov2-large) | [Apache-2.0, DINOv2 LICENSE](https://github.com/facebookresearch/dinov2/blob/main/LICENSE) |
|
| 218 |
+
| CLIP ViT-L/14 | Global image conditioning | [openai/clip-vit-large-patch14](https://huggingface.co/openai/clip-vit-large-patch14) | [MIT, CLIP LICENSE](https://github.com/openai/CLIP/blob/main/LICENSE) |
|
| 219 |
+
|
| 220 |
+
Consult each model's own model card and the terms supplied with the version you
|
| 221 |
+
obtain. Background-removal models used by the optional `rembg` integration are
|
| 222 |
+
also obtained separately and retain their own terms.
|
| 223 |
+
|
| 224 |
+
### Optional Hunyuan3D coarse-mesh example
|
| 225 |
+
|
| 226 |
+
`demo/coarse_stage.py` is a Hi3D / SPARC3D example adapter. It imports
|
| 227 |
+
`hy3dgen.shapegen.Hunyuan3DDiTFlowMatchingPipeline` only when that example is used.
|
| 228 |
+
Its default model is `tencent/Hunyuan3D-2mini`, subfolder
|
| 229 |
+
`hunyuan3d-dit-v2-mini-turbo`.
|
| 230 |
+
|
| 231 |
+
**Hunyuan3D is only an optional example of coarse-mesh generation.** It is not a
|
| 232 |
+
mandatory dependency of the Hi3D refinement library or a required product
|
| 233 |
+
integration. `demo/refine_mesh.py` and the core `sparc3d` package accept a supplied
|
| 234 |
+
coarse mesh without using Hunyuan3D. Other suitable coarse-mesh generators can be
|
| 235 |
+
used instead. Installing the `[inference]` or `[demo]` extras does not install
|
| 236 |
+
Hunyuan3D.
|
| 237 |
+
|
| 238 |
+
**Tencent's Hunyuan3D implementation and pretrained weights are third-party
|
| 239 |
+
releases, not open-source content released by Hi3D.** They are not bundled with
|
| 240 |
+
this repository and are not relicensed under the Hi3D Agreement or any
|
| 241 |
+
retained source-code license. Users who
|
| 242 |
+
choose this example obtain them separately and comply with their upstream terms.
|
| 243 |
+
|
| 244 |
+
| Component used by the example | Official source | Applicable upstream agreement |
|
| 245 |
+
| --- | --- | --- |
|
| 246 |
+
| Hunyuan3D-2 implementation (`hy3dgen`) | [Tencent-Hunyuan/Hunyuan3D-2](https://github.com/Tencent-Hunyuan/Hunyuan3D-2) | [Tencent Hunyuan 3D 2.0 Community License Agreement — source LICENSE](https://github.com/Tencent-Hunyuan/Hunyuan3D-2/blob/main/LICENSE) |
|
| 247 |
+
| Hunyuan3D-2mini weights, mini-turbo variant | [tencent/Hunyuan3D-2mini](https://huggingface.co/tencent/Hunyuan3D-2mini) | [Tencent Hunyuan 3D 2.0 Community License Agreement — model LICENSE](https://huggingface.co/tencent/Hunyuan3D-2mini/blob/main/LICENSE) |
|
| 248 |
+
|
| 249 |
+
Upstream license terms are version-specific. If you select a different model,
|
| 250 |
+
subfolder, or source version, consult its matching license and model card.
|
| 251 |
+
Example-only use does not waive applicable restrictions, attribution,
|
| 252 |
+
redistribution, or hosted-service obligations in those agreements.
|
| 253 |
+
|
| 254 |
+
### Hi3D refinement weights
|
| 255 |
+
|
| 256 |
+
The eight Hi3D refinement artifacts identified and released under Schedule 2
|
| 257 |
+
are governed by the Hi3D Agreement in [LICENSE](LICENSE). They are distributed
|
| 258 |
+
separately from this source repository; see [License scope](#license-scope).
|
| 259 |
+
Other model files are not covered merely because they share the repository or
|
| 260 |
+
use a similar name.
|
| 261 |
+
|
| 262 |
+
|
| 263 |
+
---
|
| 264 |
+
|
| 265 |
+
## Original Apache license
|
| 266 |
+
|
| 267 |
+
The following is the original SPARC3D Apache-2.0 text, retained without changes.
|
| 268 |
+
It continues to govern the materials and rights to which it originally applied;
|
| 269 |
+
the Hi3D Agreement does not revoke those grants.
|
| 270 |
+
|
| 271 |
+
```text
|
| 272 |
+
|
| 273 |
+
Apache License
|
| 274 |
+
Version 2.0, January 2004
|
| 275 |
+
http://www.apache.org/licenses/
|
| 276 |
+
|
| 277 |
+
TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION
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| 287 |
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"Legal Entity" shall mean the union of the acting entity and all
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| 289 |
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"control" means (i) the power, direct or indirect, to cause the
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```
|
hi3d/clip_vit_large_patch14_vision_fp16.safetensors
ADDED
|
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