Instructions to use o0Hailey-DSynth0o/Experimental_QSystem with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use o0Hailey-DSynth0o/Experimental_QSystem with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("unsloth/Qwen3.5-4B-Base") model = PeftModel.from_pretrained(base_model, "o0Hailey-DSynth0o/Experimental_QSystem") - Notebooks
- Google Colab
- Kaggle
| { | |
| "schema_version": 1, | |
| "status": "active-protected", | |
| "rollback_mode": "shadow-observer", | |
| "applied_to_ranking": true, | |
| "artifact_sha256": "e0c68eeb94bbf2e0463d4d03555e6f8545827c3cd68f37ecd34d469fc1f2d7e4", | |
| "artifact_id": "astra-wave-completion-v1", | |
| "physical_quantum_state": false, | |
| "behaviours": [ | |
| "normalized_complex_path_amplitudes", | |
| "phase_sensitive_interference", | |
| "decoherence", | |
| "measurement_entropy", | |
| "effective_path_count", | |
| "scalar_protected_nested_counterfactual" | |
| ], | |
| "nested_wave_alpha": 0.7, | |
| "nested_shortlist": 64, | |
| "activation_gates": { | |
| "exact_artifact_hash": true, | |
| "scalar_protected_shortlist": true, | |
| "evidence_admission_unchanged": true, | |
| "paired_e2e_combined_wins_at_least_losses": true, | |
| "automatic_shadow_fallback": true, | |
| "operator_override_authorized": true | |
| }, | |
| "operator_override": { | |
| "authorized": true, | |
| "authorized_at": "2026-08-22", | |
| "authority": "explicit_user_operator_instruction", | |
| "decision": "activate protected phase combination despite statistically inconclusive e2e interval", | |
| "statistically_conclusive": false, | |
| "paired_exact_mcnemar_p": 0.375, | |
| "top1_delta_ci95": [-0.009615, 0.076923] | |
| }, | |
| "safety_invariants": { | |
| "can_rank": true, | |
| "protected_scalar_shortlist": true, | |
| "unrestricted_wave_ranker": false, | |
| "can_admit_evidence": false, | |
| "can_change_answers": true, | |
| "telemetry_contains_text": false | |
| }, | |
| "physical_qpu_used_for_activation": false, | |
| "reason": "operator-authorized protected activation after favorable but statistically inconclusive classical end-to-end comparison" | |
| } | |