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
File size: 1,629 Bytes
b407da6 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 | {
"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"
}
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