Instructions to use Hikari07jp/gemma4-repe-uncensor with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use Hikari07jp/gemma4-repe-uncensor with Transformers:
# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("Hikari07jp/gemma4-repe-uncensor", dtype="auto") - Notebooks
- Google Colab
- Kaggle
| { | |
| "method": "LR_meanpool_v2_with_benchmark_aug", | |
| "layers": [ | |
| 32, | |
| 40, | |
| 44, | |
| 48, | |
| 52 | |
| ], | |
| "feature_dim": 26880, | |
| "n_train": 1080, | |
| "n_test": 270, | |
| "train_auroc": 0.9996948529411765, | |
| "test_auroc": 0.986764705882353, | |
| "thresholds": [ | |
| { | |
| "fpr": 0.001, | |
| "thr": 4.87538759401422, | |
| "tpr": 0.27, | |
| "actual_fpr": 0.0 | |
| }, | |
| { | |
| "fpr": 0.005, | |
| "thr": 4.87538759401422, | |
| "tpr": 0.27, | |
| "actual_fpr": 0.0 | |
| }, | |
| { | |
| "fpr": 0.01, | |
| "thr": 2.956802260372824, | |
| "tpr": 0.62, | |
| "actual_fpr": 0.0058823529411764705 | |
| }, | |
| { | |
| "fpr": 0.02, | |
| "thr": 2.164772421303045, | |
| "tpr": 0.7, | |
| "actual_fpr": 0.01764705882352941 | |
| }, | |
| { | |
| "fpr": 0.05, | |
| "thr": -0.1555231793097891, | |
| "tpr": 0.97, | |
| "actual_fpr": 0.047058823529411764 | |
| }, | |
| { | |
| "fpr": 0.1, | |
| "thr": -1.29368469810819, | |
| "tpr": 1.0, | |
| "actual_fpr": 0.06470588235294118 | |
| }, | |
| { | |
| "fpr": 0.2, | |
| "thr": -1.29368469810819, | |
| "tpr": 1.0, | |
| "actual_fpr": 0.06470588235294118 | |
| } | |
| ] | |
| } |