feat(hexad): v4-py-hexad-tension-d768x12L-cycle1-2026-05-17 — result.json
Browse files- result.json +603 -0
result.json
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| 1 |
+
{
|
| 2 |
+
"substrate": "PYTHON / PyTorch \u2014 interim LM-scale executor; NOT a hexa-native fire",
|
| 3 |
+
"fire_kind": "cycle 5 \u2014 DD155 Step+Tension hybrid LR overlay",
|
| 4 |
+
"honest_framing": "DD155 Law 187 hybrid LR: lr_step = (tension/EMA) \u00d7 base_cosine_lr, tension = grad_norm L2 (PROXY for hexa spine \u03a8-deviation). Formula is closed-form (B-TT-5 + B-FIRE-CYCLE5-2 sympy verified). OUTCOME = empirical (B-FIRE-CYCLE5-NOTE / B-D-NOTE family). PyTorch substrate, not hexa-native; corpus v3 carry from cycle 4.",
|
| 5 |
+
"arch": "ConsciousDecoderV2 (ready/models/conscious_decoder.py)",
|
| 6 |
+
"arch_features": "RoPE + SwiGLU + RMSNorm + GQA + PureFieldFFN + cross-attn + tied head",
|
| 7 |
+
"from_scratch": true,
|
| 8 |
+
"base_ckpt": null,
|
| 9 |
+
"dd155_hybrid_lr": {
|
| 10 |
+
"tension_ema_beta": 0.99,
|
| 11 |
+
"hybrid_clip_lo": 0.5,
|
| 12 |
+
"hybrid_clip_hi": 2.0,
|
| 13 |
+
"tension_proxy": "grad_norm L2 (post clip_grad_norm_)",
|
| 14 |
+
"law_anchor": "DD155 Law 187 Pareto optimal lr = (tension/EMA) \u00d7 base_lr",
|
| 15 |
+
"final_tension_ema": 0.046574,
|
| 16 |
+
"mult_distribution": {
|
| 17 |
+
"lt_0_75": 1599,
|
| 18 |
+
"0_75_to_1_25": 686,
|
| 19 |
+
"gt_1_25": 215
|
| 20 |
+
}
|
| 21 |
+
},
|
| 22 |
+
"config": {
|
| 23 |
+
"d_model": 768,
|
| 24 |
+
"n_head": 12,
|
| 25 |
+
"n_kv_head": 4,
|
| 26 |
+
"n_layer": 12,
|
| 27 |
+
"block_size": 128,
|
| 28 |
+
"lr": 0.0003,
|
| 29 |
+
"bsz": 32,
|
| 30 |
+
"steps": 2500,
|
| 31 |
+
"warmup": 125,
|
| 32 |
+
"seed": 1337,
|
| 33 |
+
"log_every": 62,
|
| 34 |
+
"corpus": "corpus_v3.jsonl",
|
| 35 |
+
"out_dir": "out_main",
|
| 36 |
+
"tension_ema_beta": 0.99,
|
| 37 |
+
"hybrid_clip_lo": 0.5,
|
| 38 |
+
"hybrid_clip_hi": 2.0
|
| 39 |
+
},
|
| 40 |
+
"n_params": 283722336,
|
| 41 |
+
"n_params_M": 283.72,
|
| 42 |
+
"gpu": "NVIDIA A100-SXM4-40GB",
|
| 43 |
+
"device": "cuda",
|
| 44 |
+
"init_ce": 5.640663,
|
| 45 |
+
"final_ce": 0.007762,
|
| 46 |
+
"final_gn2": 0.001495,
|
| 47 |
+
"final_tension": 0.038659,
|
| 48 |
+
"final_ppl": 1.0078,
|
| 49 |
+
"ce_descent": 5.632901,
|
| 50 |
+
"steps": 2500,
|
| 51 |
+
"wall_s": 321.3,
|
| 52 |
+
"peak_gpu_mem_gb": 9.685,
|
| 53 |
+
"trajectory": [
|
| 54 |
+
{
|
| 55 |
+
"step": 1,
|
| 56 |
+
"ce": 5.640663,
|
| 57 |
+
"gn2": 30.418763,
|
| 58 |
+
"tension": 5.515321,
|
| 59 |
+
"tension_ema": 5.515321,
|
| 60 |
+
"hybrid_mult": 1.0,
|
| 61 |
+
"ppl": 281.6494,
|
| 62 |
+
"base_lr": 2.4e-06,
|
| 63 |
+
"lr": 2.4e-06,
|
| 64 |
+
"wall_s": 0.41,
|
| 65 |
+
"gpu_mem_gb": 7.455
|
| 66 |
+
},
|
| 67 |
+
{
|
| 68 |
+
"step": 62,
|
| 69 |
+
"ce": 2.32522,
|
| 70 |
+
"gn2": 4.459097,
|
| 71 |
+
"tension": 2.111657,
|
| 72 |
+
"tension_ema": 4.051757,
|
| 73 |
+
"hybrid_mult": 0.5187,
|
| 74 |
+
"ppl": 10.2289,
|
| 75 |
+
"base_lr": 0.0001488,
|
| 76 |
+
"lr": 7.718e-05,
|
| 77 |
+
"wall_s": 8.24,
|
| 78 |
+
"gpu_mem_gb": 9.685
|
| 79 |
+
},
|
| 80 |
+
{
|
| 81 |
+
"step": 124,
|
| 82 |
+
"ce": 1.425178,
|
| 83 |
+
"gn2": 3.213177,
|
| 84 |
+
"tension": 1.792534,
|
| 85 |
+
"tension_ema": 3.156928,
|
| 86 |
+
"hybrid_mult": 0.5653,
|
| 87 |
+
"ppl": 4.1586,
|
| 88 |
+
"base_lr": 0.0002976,
|
| 89 |
+
"lr": 0.00016825,
|
| 90 |
+
"wall_s": 16.2,
|
| 91 |
+
"gpu_mem_gb": 9.685
|
| 92 |
+
},
|
| 93 |
+
{
|
| 94 |
+
"step": 186,
|
| 95 |
+
"ce": 0.367892,
|
| 96 |
+
"gn2": 2.70603,
|
| 97 |
+
"tension": 1.645002,
|
| 98 |
+
"tension_ema": 2.595913,
|
| 99 |
+
"hybrid_mult": 0.6314,
|
| 100 |
+
"ppl": 1.4447,
|
| 101 |
+
"base_lr": 0.00029958,
|
| 102 |
+
"lr": 0.00018914,
|
| 103 |
+
"wall_s": 24.15,
|
| 104 |
+
"gpu_mem_gb": 9.685
|
| 105 |
+
},
|
| 106 |
+
{
|
| 107 |
+
"step": 248,
|
| 108 |
+
"ce": 0.092343,
|
| 109 |
+
"gn2": 0.343442,
|
| 110 |
+
"tension": 0.586039,
|
| 111 |
+
"tension_ema": 1.84945,
|
| 112 |
+
"hybrid_mult": 0.5,
|
| 113 |
+
"ppl": 1.0967,
|
| 114 |
+
"base_lr": 0.00029825,
|
| 115 |
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