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: 1,417 Bytes
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"schema_version": 1,
"artifact_id": "astra-field-completion-v1",
"feature_order": [
"semantic_support",
"lexical_support",
"coherence",
"path_quality"
],
"feature_scaler": {
"min": [0.0, 0.0, 0.0, 0.0],
"max": [1.0, 1.0, 1.0, 1.0]
},
"circuit": {
"ansatz": "astra-field-v1",
"qubits": 2,
"trainable_weights": 8,
"output": "even-parity-probability"
},
"weights": [
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0.2919163878217943,
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],
"fusion_weight": 0.18,
"score_calibration": "batch_max",
"training_stage": "operational-hybrid-v1-transfer-validated",
"metadata": {
"feature_sha256": "328aa5414e4c005bb438b17bbe4d79e82212f209322b17319eff4d4e8b7207ca",
"source_artifact_sha256": "f8497cd851abb7775c130a8faa1e5ff7d75ec29a01dd1f5a7af46d172e179cac",
"final_feature_sha256": "38f9af692ed8ca2256164d4b81ca008c4a3af0eb1d34c03a5452d48db7bfe0d1",
"final_report_sha256": "64b0d5e50998c6b1b7266a708bb438786ffb30f5e9989249a62bf2b483d7ac75",
"final_metrics": {
"coverage_at_64": 0.97,
"mrr": 0.39563449019071006,
"hit_at_1": 0.295,
"p95_batch_ms": 34.542304996284656
},
"classical_shadow_accepted": true,
"qpu_authorized": false,
"physical_quantum_state": false
}
}
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