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, | |
| "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": [ | |
| 0.6887883660412828, | |
| 0.21568877725908164, | |
| 0.2919163878217943, | |
| -0.12790156455312518, | |
| -0.6341863258168909, | |
| -0.030390240841024596, | |
| 0.1441088749758026, | |
| -0.283611054562376 | |
| ], | |
| "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 | |
| } | |
| } | |