{ "deepseek-r1-7b": { "model": "deepseek-r1-7b", "avg_theta": 45.424778761061944, "avg_signal": 0.6355319640555519, "total_tensors": 339, "groups": { "skeleton": { "count": 196, "avg_theta": 54.2, "avg_signal": 0.727 }, "organs": { "count": 112, "avg_theta": 35.5, "avg_signal": 0.533 }, "embed": { "count": 31, "avg_theta": 25.9, "avg_signal": 0.429 } } }, "deepseek-r1-distill-qwen-14b": { "model": "deepseek-r1-distill-qwen-14b", "avg_theta": 46.01036269430051, "avg_signal": 0.640550897397108, "total_tensors": 579, "groups": { "skeleton": { "count": 336, "avg_theta": 55.4, "avg_signal": 0.736 }, "organs": { "count": 192, "avg_theta": 35.2, "avg_signal": 0.532 }, "embed": { "count": 51, "avg_theta": 25.2, "avg_signal": 0.42 } } }, "deepseek-r1-distill-qwen-7b": { "model": "deepseek-r1-distill-qwen-7b", "avg_theta": 45.53097345132743, "avg_signal": 0.6371591309220915, "total_tensors": 339, "groups": { "skeleton": { "count": 196, "avg_theta": 54.2, "avg_signal": 0.727 }, "organs": { "count": 112, "avg_theta": 35.9, "avg_signal": 0.538 }, "embed": { "count": 31, "avg_theta": 25.9, "avg_signal": 0.429 } } }, "gemma-2-9b": { "model": "gemma-2-9b", "avg_signal": 0.6240438819131022, "total_tensors": 464, "groups": { "skeleton": { "count": 210, "avg_theta": 47.2, "avg_signal": 0.649 }, "organs": { "count": 168, "avg_theta": 37.9, "avg_signal": 0.552 }, "embed": { "count": 44, "avg_theta": 26.2, "avg_signal": 0.433 }, "norm": { "count": 42, "avg_theta": 81.6, "avg_signal": 0.987 } } }, "llama-32-1b": { "model": "llama-32-1b", "avg_theta": 37.57142857142857, "avg_signal": 0.5497319048747188, "total_tensors": 147, "groups": { "skeleton": { "count": 64, "avg_theta": 39.3, "avg_signal": 0.57 }, "organs": { "count": 64, "avg_theta": 38.3, "avg_signal": 0.553 }, "embed": { "count": 18, "avg_theta": 27.3, "avg_signal": 0.445 } } }, "llama-32-3b": { "model": "llama-32-3b", "avg_theta": 37.411764705882355, "avg_signal": 0.546769292896037, "total_tensors": 255, "groups": { "skeleton": { "count": 112, "avg_theta": 39.4, "avg_signal": 0.569 }, "organs": { "count": 112, "avg_theta": 38.0, "avg_signal": 0.55 }, "embed": { "count": 30, "avg_theta": 26.6, "avg_signal": 0.439 } } }, "meta-llama-31-8b": { "model": "meta-llama-31-8b", "avg_theta": 37.86986301369863, "avg_signal": 0.5490538952939957, "total_tensors": 292, "groups": { "skeleton": { "count": 128, "avg_theta": 39.7, "avg_signal": 0.569 }, "organs": { "count": 128, "avg_theta": 39.1, "avg_signal": 0.56 }, "embed": { "count": 35, "avg_theta": 26.0, "avg_signal": 0.427 } } }, "mistral-7b": { "model": "mistral-7b", "avg_theta": 36.20618556701031, "avg_signal": 0.539809742436977, "total_tensors": 291, "groups": { "skeleton": { "count": 128, "avg_theta": 38.4, "avg_signal": 0.567 }, "organs": { "count": 128, "avg_theta": 36.8, "avg_signal": 0.544 }, "embed": { "count": 35, "avg_theta": 26.0, "avg_signal": 0.427 } } }, "phi-35-mini-instruct": { "model": "phi-35-mini-instruct", "avg_theta": 44.6497461928934, "avg_signal": 0.6262773662109529, "total_tensors": 197, "groups": { "skeleton": { "count": 64, "avg_theta": 56.7, "avg_signal": 0.764 }, "organs": { "count": 96, "avg_theta": 43.2, "avg_signal": 0.601 }, "embed": { "count": 35, "avg_theta": 26.7, "avg_signal": 0.439 } } }, "qwen25-14b": { "model": "qwen25-14b", "avg_theta": 45.98445595854922, "avg_signal": 0.6402458335664142, "total_tensors": 579, "groups": { "skeleton": { "count": 336, "avg_theta": 55.2, "avg_signal": 0.734 }, "organs": { "count": 192, "avg_theta": 35.4, "avg_signal": 0.534 }, "embed": { "count": 51, "avg_theta": 25.5, "avg_signal": 0.424 } } }, "qwen25-3b": { "model": "qwen25-3b", "avg_theta": 46.00230414746544, "avg_signal": 0.6401608443093786, "total_tensors": 434, "groups": { "skeleton": { "count": 252, "avg_theta": 55.6, "avg_signal": 0.736 }, "organs": { "count": 144, "avg_theta": 34.5, "avg_signal": 0.529 }, "embed": { "count": 38, "avg_theta": 25.8, "avg_signal": 0.426 } } }, "qwen25-7b": { "model": "qwen25-7b", "avg_theta": 45.637168141592916, "avg_signal": 0.6387682956137819, "total_tensors": 339, "groups": { "skeleton": { "count": 196, "avg_theta": 54.6, "avg_signal": 0.731 }, "organs": { "count": 112, "avg_theta": 35.5, "avg_signal": 0.536 }, "embed": { "count": 31, "avg_theta": 25.9, "avg_signal": 0.429 } } }, "smollm2-135m": { "model": "smollm2-135m", "avg_theta": 52.27941176470588, "avg_signal": 0.7765030923203783, "total_tensors": 272, "groups": { "skeleton": { "count": 120, "avg_theta": 53.6, "avg_signal": 0.79 }, "organs": { "count": 120, "avg_theta": 52.3, "avg_signal": 0.777 }, "embed": { "count": 32, "avg_theta": 47.2, "avg_signal": 0.725 } } } }