Instructions to use phi-lab-rice/GRADE with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use phi-lab-rice/GRADE with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("phi-lab-rice/GRADE", 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
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Download evaluation_dataset/README.md from phi-lab-rice/GRADE: direct link, hf CLI and curl.
- Browser
- Download file 1.51 kB
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https://huggingface.co/phi-lab-rice/GRADE/resolve/main/evaluation_dataset/README.md
- Command line
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hf download hf://phi-lab-rice/GRADE/evaluation_dataset/README.md
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curl -L -o README.md https://huggingface.co/phi-lab-rice/GRADE/resolve/main/evaluation_dataset/README.md
1.51 kB
| license: cc-by-nc-4.0 | |
| # Smoke-Eval evaluation data | |
| The [public evaluation dataset](https://huggingface.co/datasets/mypersonalsharingspot11/evaluation_dataset) | |
| contains 20 held-out Smoke-Eval sequences and `Smoke-Eval-RadarCam-Depth.zip`. | |
| It is the evaluation input for the GRADE artifact. The Rice/Ti-Zed-Dji and | |
| IQ1M training datasets mentioned in an earlier release-plan README are not | |
| part of this repository and are not needed for the artifact's E1 or E2 | |
| evaluation workflows. | |
| Download into the artifact code directory with the Hugging Face CLI: | |
| ```bash | |
| hf auth login # recommended for the many small files; use a secure local prompt | |
| hf download mypersonalsharingspot11/evaluation_dataset \ | |
| --repo-type dataset --local-dir evaluation_dataset | |
| python -m zipfile -e evaluation_dataset/Smoke-Eval-RadarCam-Depth.zip evaluation_dataset | |
| ``` | |
| The artifact scripts expect `evaluation_dataset/Smoke-Eval/<sequence>/` and | |
| `evaluation_dataset/Smoke-Eval-RadarCam-Depth/`. Ensure the ZIP does not leave | |
| an extra nested `Smoke-Eval-RadarCam-Depth/` directory. Anonymous downloads | |
| may encounter rate limits because the repository contains many small files. | |
| This README describes what is publicly hosted; it does not itself certify | |
| consent, anonymization, or redistribution clearance. Those records must be | |
| checked by the authors before any long-term archival deposit or expansion of | |
| the dataset release. A versioned per-file manifest and permanent archive DOI | |
| have not yet been included with this dataset. | |