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-wave-completion-v1", | |
| "mode": "wave", | |
| "feature_order": [ | |
| "semantic_support", | |
| "lexical_support", | |
| "coherence", | |
| "path_quality" | |
| ], | |
| "aux_order": [ | |
| "phase_residual", | |
| "holonomy", | |
| "relative_weight", | |
| "state_amplitude" | |
| ], | |
| "input_weights": [ | |
| 2.2449848651885986, | |
| 0.9888409972190857, | |
| 0.42518511414527893, | |
| 0.19510437548160553, | |
| 0.20227433741092682, | |
| -0.12414798885583878 | |
| ], | |
| "logit_scale": 8.435023307800293, | |
| "kernel_log_weights": [ | |
| -0.9233665466308594, | |
| 1.7070022821426392, | |
| -1.7411715984344482, | |
| -1.1259512901306152 | |
| ], | |
| "phase_gains": { | |
| "residual": 0.9412479400634766, | |
| "holonomy": 0.0009446322219446301 | |
| }, | |
| "mixing": 0.07407242059707642, | |
| "decoherence": 0.1738409698009491, | |
| "fusion_weight": 0.25, | |
| "training_stage": "operational-wave-classical", | |
| "metadata": { | |
| "feature_sha256": "c7e6ef608f804579229e124ef42769e46115886a6d9c88792a84dd88ee7f76a6", | |
| "seed": 0, | |
| "physical_quantum_state": false, | |
| "nested_wave_alpha": 0.7, | |
| "nested_shortlist": 64, | |
| "nested_selection": "selected on the 90-query development validation split; final result is exploratory" | |
| } | |
| } | |