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: 1,257 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 48 49 | {
"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"
}
}
|