Instructions to use petra345/StabilityFrontier-ModelRepo with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use petra345/StabilityFrontier-ModelRepo with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("feature-extraction", model="petra345/StabilityFrontier-ModelRepo")# Load model directly from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("petra345/StabilityFrontier-ModelRepo") model = AutoModel.from_pretrained("petra345/StabilityFrontier-ModelRepo") - Notebooks
- Google Colab
- Kaggle
| { | |
| "policy_digest": "7f3e4ad3438b", | |
| "selected_checkpoint": "step_800", | |
| "certificate_scope": [ | |
| "audit/checkpoint_lineage.json", | |
| "audit/frontier_matrix.csv", | |
| "audit/pairwise_dominance.jsonl", | |
| "audit/readme_patch_log.jsonl", | |
| "audit/reproducibility_bundle.tar.gz", | |
| "audit/stress_trace.jsonl", | |
| "config.json", | |
| "frontier_report.json", | |
| "pytorch_model.bin" | |
| ], | |
| "file_sha256": { | |
| "audit/checkpoint_lineage.json": "dfc4cfc34bc4f64e2038cc619eccfae2afe1999bb4cd4f9ddd98c764ed5d9e4f", | |
| "audit/frontier_matrix.csv": "ec523312d0872f02bcf6e9bc9a0c9a987b3853e3b31590f7c7701fb5b0c345fe", | |
| "audit/pairwise_dominance.jsonl": "a5645ebdb06a4128728b6bfa322e3725301962aa99f08c231ff7217d7b3771d1", | |
| "audit/readme_patch_log.jsonl": "976331b9c89e33bd23e52c35a4dff06362e9f98c24d203e3345e90f0466425b2", | |
| "audit/reproducibility_bundle.tar.gz": "e7ba0ec82ba5a271c256d67a6fcadad6773fc9d5bda2d2d9ee680017e9251e2a", | |
| "audit/stress_trace.jsonl": "1d3272f06101a08f92adda377ceb6874b88b2164371e009be803199b61c13d1c", | |
| "config.json": "dff8f471305b44df0305b63f563add892b5efe74c727f1c315316384aeda6e78", | |
| "frontier_report.json": "33e5472bdd04e69244340ac4f5d87f95017dc69f28f087a675e4ea77ce03885d", | |
| "pytorch_model.bin": "965362299a238de576a92dfdd3e32aea7a2bacc94b2c41541c8c9258b923f587" | |
| }, | |
| "pairwise_row_count": 90, | |
| "frontier_row_count": 10, | |
| "stress_trace_row_count": 30 | |
| } | |