checkpoint: update KhangTruong/diffusion-diff-minimized-512 (best at epoch 3, step 3751)
4fde7a1 verified | license: apache-2.0 | |
| tags: | |
| - pytorch | |
| - sid-unet | |
| - image-segmentation | |
| - synthetic-image-detection | |
| - diffusion-detection | |
| pipeline_tag: image-segmentation | |
| library_name: sid-unet | |
| # diffusion-diff-minimized-512 | |
| Official repository for **diffusion-diff-minimized-512** checkpoints, evaluated on AI-generated image detection and segmentation tasks. | |
| ## 📌 Available Versions | |
| | Version | Best Metric Score | Best Epoch | Updated | | |
| | :--- | :--- | :--- | :--- | | |
| | `v1` | 0.2837402272008726 | 3 | 2026-11-02 | | |
| - **Active Version:** `v1` | |
| - **Best Validation Score:** `0.2837402272008726` (Epoch `3`) | |
| - **Total Training Epochs:** `3` | |
| --- | |
| ## 🚀 Quickstart & Checkpoint Usage | |
| ### 1. Pull checkpoints using `sid-pull` | |
| To download the latest checkpoint directly to your local workspace: | |
| ```bash | |
| sid-pull --name KhangTruong/diffusion-diff-minimized-512 | |
| ``` | |
| To pull a specific version: | |
| ```bash | |
| sid-pull --name KhangTruong/diffusion-diff-minimized-512 --version v1 | |
| ``` | |
| ### 2. Resume or Fine-tune with `sid-train` | |
| Once downloaded, resume training seamlessly: | |
| ```bash | |
| sid-train --config configs/experiments/diffusion_diff_minimized/default.yaml --override training.epochs=40 | |
| ``` | |
| Or specify explicit checkpoint path: | |
| ```bash | |
| sid-train --resume checkpoints/checkpoint_latest.pt | |
| ``` | |
| ### 3. Push new checkpoints using `sid-push` | |
| ```bash | |
| sid-push --name KhangTruong/diffusion-diff-minimized-512 --version v2 | |
| ``` | |
| --- | |
| ## 📂 Repository Layout | |
| ``` | |
| KhangTruong/diffusion-diff-minimized-512/ | |
| ├── README.md # Model Card & Documentation | |
| ├── config.yaml # Model & Training Configuration | |
| ├── manifest.json # Catalog of all versions & metrics | |
| ├── checkpoints/ # Active / Latest Checkpoints | |
| │ ├── checkpoint_best.pt | |
| │ ├── checkpoint_latest.pt | |
| │ └── checkpoint_periodic.pt | |
| ├── reports/ # Evaluation reports & plots | |
| │ ├── training_curves.png | |
| │ └── test_evaluation_report.json | |
| └── versions/ # Version Archive | |
| └── v1/ | |
| ├── checkpoints/ | |
| └── reports/ | |
| ``` | |