{ "wallclock": 1778964219.3718772, "src": "/scratch/MiniMax-M2.5", "schema": "layer_and_expert_prune.v1", "K_layers": 8, "K_experts": 32, "src_num_layers": 62, "src_num_experts": 256, "shards_in": 125, "shards_out": 2, "kept_keys": 1651, "dropped_keys": 94452, "total_kept_bytes": 6438923264, "metadata_json_source": "/scratch/work/layer_prune_metadata_devrig.json", "metadata_json_raw": { "schema": "layer_and_expert_prune.v1", "method": "frobenius_norm + first/last-K boundary preservation (ShortGPT-inspired magnitude heuristic, calibration-free)", "src": "/scratch/MiniMax-M2.5", "src_num_layers": 62, "K_layers": 8, "compression_pct": 87.09677419354838, "boundary_keep": 2, "layers_kept_old_indices": [ 0, 1, 5, 6, 10, 13, 60, 61 ], "layers_dropped_old_indices": [ 2, 3, 4, 7, 8, 9, 11, 12, 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, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59 ], "old_to_new_layer_index": { "0": 0, "1": 1, "5": 2, "6": 3, "10": 4, "13": 5, "60": 6, "61": 7 }, "wallclock": 1778964011.358336, "stats": { "min_importance_kept": 1653015.7493949968, "max_importance_dropped": 2134916.627236538 }, "K_experts": 32, "src_num_experts": 256, "per_old_layer_expert_keep": { "0": [ 12, 25, 35, 40, 42, 50, 68, 80, 87, 88, 91, 102, 110, 121, 127, 154, 171, 173, 181, 182, 194, 198, 199, 200, 221, 223, 226, 228, 229, 234, 248, 252 ], "1": [ 6, 8, 9, 11, 14, 16, 17, 43, 48, 60, 66, 77, 79, 84, 96, 104, 108, 111, 114, 120, 130, 146, 148, 157, 165, 166, 180, 208, 236, 245, 249, 252 ], "5": [ 7, 9, 12, 15, 28, 31, 33, 35, 37, 45, 47, 48, 58, 63, 71, 74, 95, 103, 110, 114, 115, 125, 147, 156, 158, 169, 192, 193, 198, 208, 216, 229 ], "6": [ 20, 32, 34, 38, 51, 60, 83, 85, 98, 111, 116, 123, 124, 129, 135, 138, 141, 169, 178, 187, 191, 194, 198, 208, 214, 215, 217, 220, 222, 224, 238, 239 ], "10": [ 8, 15, 27, 30, 34, 37, 39, 43, 48, 49, 52, 59, 64, 74, 75, 80, 96, 105, 114, 119, 122, 129, 130, 148, 173, 207, 215, 221, 229, 236, 251, 254 ], "13": [ 4, 5, 12, 17, 23, 24, 46, 50, 51, 57, 62, 71, 103, 104, 120, 128, 137, 147, 150, 154, 173, 176, 181, 195, 196, 200, 205, 209, 232, 246, 248, 251 ], "60": [ 2, 11, 12, 30, 44, 45, 47, 63, 65, 72, 80, 88, 99, 106, 109, 121, 127, 132, 145, 146, 173, 181, 199, 205, 209, 210, 216, 223, 226, 238, 241, 250 ], "61": [ 0, 1, 13, 20, 35, 40, 44, 45, 53, 54, 78, 80, 87, 102, 105, 115, 117, 121, 130, 131, 162, 168, 169, 175, 183, 193, 200, 216, 218, 237, 238, 251 ] }, "expert_metadata_source": "/scratch/work/expert_metadata/prune_metadata_K32.json", "expert_method": "magnitude/weight_scale_inv sum-of-squares", "importance_source": "/scratch/work/layer_importance.json" } }