Instructions to use petra345/ReasoningRelease-AuditRepo with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use petra345/ReasoningRelease-AuditRepo with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("feature-extraction", model="petra345/ReasoningRelease-AuditRepo")# Load model directly from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("petra345/ReasoningRelease-AuditRepo") model = AutoModel.from_pretrained("petra345/ReasoningRelease-AuditRepo") - Notebooks
- Google Colab
- Kaggle
| { | |
| "repo_name": "ReasoningRelease-AuditRepo", | |
| "policy_name": "balanced_release_v1", | |
| "selected_checkpoint": "step_700", | |
| "eligible_checkpoints": [ | |
| "step_600", | |
| "step_700" | |
| ], | |
| "eligible_rankings": [ | |
| { | |
| "rank": 1, | |
| "checkpoint": "step_700", | |
| "weighted_overall": "0.739", | |
| "min_core_reasoning": "0.592", | |
| "release_score": "0.723", | |
| "release_score_margin_vs_selected": "+0.000", | |
| "tie_breaker_weighted_overall": "0.739", | |
| "tie_breaker_step": 700 | |
| }, | |
| { | |
| "rank": 2, | |
| "checkpoint": "step_600", | |
| "weighted_overall": "0.731", | |
| "min_core_reasoning": "0.583", | |
| "release_score": "0.714", | |
| "release_score_margin_vs_selected": "-0.009", | |
| "tie_breaker_weighted_overall": "0.731", | |
| "tie_breaker_step": 600 | |
| } | |
| ], | |
| "minimum_margins": [ | |
| { | |
| "checkpoint": "step_100", | |
| "safety_evaluation": "-0.140", | |
| "instruction_following": "-0.139", | |
| "question_answering": "-0.148", | |
| "limiting_minimum": "question_answering", | |
| "limiting_margin": "-0.148" | |
| }, | |
| { | |
| "checkpoint": "step_200", | |
| "safety_evaluation": "-0.109", | |
| "instruction_following": "-0.105", | |
| "question_answering": "-0.113", | |
| "limiting_minimum": "question_answering", | |
| "limiting_margin": "-0.113" | |
| }, | |
| { | |
| "checkpoint": "step_300", | |
| "safety_evaluation": "-0.077", | |
| "instruction_following": "-0.072", | |
| "question_answering": "-0.075", | |
| "limiting_minimum": "safety_evaluation", | |
| "limiting_margin": "-0.077" | |
| }, | |
| { | |
| "checkpoint": "step_400", | |
| "safety_evaluation": "-0.044", | |
| "instruction_following": "-0.041", | |
| "question_answering": "-0.038", | |
| "limiting_minimum": "safety_evaluation", | |
| "limiting_margin": "-0.044" | |
| }, | |
| { | |
| "checkpoint": "step_500", | |
| "safety_evaluation": "-0.012", | |
| "instruction_following": "-0.012", | |
| "question_answering": "-0.008", | |
| "limiting_minimum": "safety_evaluation", | |
| "limiting_margin": "-0.012" | |
| }, | |
| { | |
| "checkpoint": "step_600", | |
| "safety_evaluation": "+0.014", | |
| "instruction_following": "+0.005", | |
| "question_answering": "+0.011", | |
| "limiting_minimum": "instruction_following", | |
| "limiting_margin": "+0.005" | |
| }, | |
| { | |
| "checkpoint": "step_700", | |
| "safety_evaluation": "+0.026", | |
| "instruction_following": "+0.011", | |
| "question_answering": "+0.021", | |
| "limiting_minimum": "instruction_following", | |
| "limiting_margin": "+0.011" | |
| }, | |
| { | |
| "checkpoint": "step_800", | |
| "safety_evaluation": "-0.056", | |
| "instruction_following": "+0.015", | |
| "question_answering": "+0.028", | |
| "limiting_minimum": "safety_evaluation", | |
| "limiting_margin": "-0.056" | |
| }, | |
| { | |
| "checkpoint": "step_900", | |
| "safety_evaluation": "-0.038", | |
| "instruction_following": "-0.022", | |
| "question_answering": "+0.034", | |
| "limiting_minimum": "safety_evaluation", | |
| "limiting_margin": "-0.038" | |
| }, | |
| { | |
| "checkpoint": "step_1000", | |
| "safety_evaluation": "-0.039", | |
| "instruction_following": "-0.017", | |
| "question_answering": "+0.039", | |
| "limiting_minimum": "safety_evaluation", | |
| "limiting_margin": "-0.039" | |
| } | |
| ], | |
| "audit_file_hashes": [ | |
| { | |
| "path": "audit/benchmark_trace.jsonl", | |
| "sha256": "42a17098a02213b55f3f49d31b3e8d12c6d45b8ec3ef895fb6d1f16378efd9fb" | |
| }, | |
| { | |
| "path": "audit/checkpoint_scorecard.csv", | |
| "sha256": "922b77cb8ecdd3d740c8086b062d3406a42f3385f53c41ea5121fb6cd3ab8c88" | |
| } | |
| ] | |
| } | |