batch-1: dataset card + manifest + E0 families 2a/2b/2bx

2a/2a_0.6B_adamw_wd0.01/config.json

@@ -0,0 +1,39 @@
+{
+ "run_id": "2a_0.6B_adamw_wd0.01",
+ "model_id": "Qwen/Qwen3-0.6B-Base",
+ "task": "gsm8k",
+ "seq_len": 512,
+ "batch_size": 8,
+ "grad_accum": 1,
+ "max_steps": 800,
+ "lora_r": 8,
+ "lora_alpha": null,
+ "targets": [
+  "q_proj",
+  "k_proj",
+  "v_proj",
+  "o_proj"
+ ],
+ "optimizer": "adamw",
+ "lr": 0.0002,
+ "weight_decay": 0.01,
+ "betas": [
+  0.9,
+  0.999
+ ],
+ "grad_clip": 1.0,
+ "snapshot_every": 10,
+ "probe_every": 40,
+ "eval_every": 100,
+ "eval_batches": 8,
+ "seed": 17,
+ "data_seed": 17,
+ "warm_start": null,
+ "gauge_transform": "none",
+ "gauge_c": 4.0,
+ "gauge_seed": 0,
+ "save_warm_at": null,
+ "device": "auto",
+ "base_dtype": "auto",
+ "out_root": "runs"
+}

2a/2a_0.6B_adamw_wd0.01/log.txt

@@ -0,0 +1,21 @@
+Warning: You are sending unauthenticated requests to the HF Hub. Please set a HF_TOKEN to enable higher rate limits and faster downloads.
+
+Loading weights:   0%|          | 0/310 [00:00<?, ?it/s]
+Loading weights: 100%|██████████| 310/310 [00:00<00:00, 15178.84it/s]
+[2a_0.6B_adamw_wd0.01] step 50/800 loss 0.4849 (39s)
+[2a_0.6B_adamw_wd0.01] step 100/800 loss 0.4394 (75s)
+[2a_0.6B_adamw_wd0.01] step 150/800 loss 0.4390 (110s)
+[2a_0.6B_adamw_wd0.01] step 200/800 loss 0.4172 (146s)
+[2a_0.6B_adamw_wd0.01] step 250/800 loss 0.4195 (181s)
+[2a_0.6B_adamw_wd0.01] step 300/800 loss 0.4211 (218s)
+[2a_0.6B_adamw_wd0.01] step 350/800 loss 0.4347 (252s)
+[2a_0.6B_adamw_wd0.01] step 400/800 loss 0.4372 (289s)
+[2a_0.6B_adamw_wd0.01] step 450/800 loss 0.4450 (324s)
+[2a_0.6B_adamw_wd0.01] step 500/800 loss 0.4095 (360s)
+[2a_0.6B_adamw_wd0.01] step 550/800 loss 0.4234 (395s)
+[2a_0.6B_adamw_wd0.01] step 600/800 loss 0.4167 (432s)
+[2a_0.6B_adamw_wd0.01] step 650/800 loss 0.4043 (466s)
+[2a_0.6B_adamw_wd0.01] step 700/800 loss 0.4190 (503s)
+[2a_0.6B_adamw_wd0.01] step 750/800 loss 0.4033 (537s)
+[2a_0.6B_adamw_wd0.01] step 800/800 loss 0.4096 (574s)
+[2a_0.6B_adamw_wd0.01] DONE in 574s -> runs/2a_0.6B_adamw_wd0.01

2a/2a_0.6B_adamw_wd0.01/meta.json

@@ -0,0 +1,2266 @@
+{
+ "n_states": 81,
+ "max_states": 84,
+ "n_params": 2293760,
+ "dtype": "float16",
+ "layout": "states x flat named_parameters (requires_grad only)",
+ "steps": [
+  0,
+  10,
+  20,
+  30,
+  40,
+  50,
+  60,
+  70,
+  80,
+  90,
+  100,
+  110,
+  120,
+  130,
+  140,
+  150,
+  160,
+  170,
+  180,
+  190,
+  200,
+  210,
+  220,
+  230,
+  240,
+  250,
+  260,
+  270,
+  280,
+  290,
+  300,
+  310,
+  320,
+  330,
+  340,
+  350,
+  360,
+  370,
+  380,
+  390,
+  400,
+  410,
+  420,
+  430,
+  440,
+  450,
+  460,
+  470,
+  480,
+  490,
+  500,
+  510,
+  520,
+  530,
+  540,
+  550,
+  560,
+  570,
+  580,
+  590,
+  600,
+  610,
+  620,
+  630,
+  640,
+  650,
+  660,
+  670,
+  680,
+  690,
+  700,
+  710,
+  720,
+  730,
+  740,
+  750,
+  760,
+  770,
+  780,
+  790,
+  800
+ ],
+ "param_specs": [
+  {
+   "name": "base_model.model.model.layers.0.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 0,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.0.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 8192,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.0.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 24576,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.0.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 32768,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.0.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 40960,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.0.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 49152,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.0.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 57344,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.0.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 73728,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.1.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 81920,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.1.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 90112,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.1.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 106496,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.1.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 114688,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.1.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 122880,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.1.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 131072,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.1.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 139264,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.1.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 155648,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.2.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 163840,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.2.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 172032,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.2.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 188416,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.2.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 196608,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.2.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 204800,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.2.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 212992,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.2.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 221184,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.2.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 237568,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.3.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 245760,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.3.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 253952,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.3.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 270336,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.3.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 278528,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.3.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 286720,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.3.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 294912,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.3.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 303104,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.3.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 319488,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.4.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 327680,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.4.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 335872,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.4.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 352256,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.4.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 360448,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.4.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 368640,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.4.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 376832,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.4.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 385024,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.4.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 401408,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.5.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 409600,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.5.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 417792,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.5.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 434176,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.5.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 442368,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.5.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 450560,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.5.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 458752,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.5.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 466944,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.5.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 483328,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.6.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 491520,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.6.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 499712,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.6.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 516096,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.6.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 524288,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.6.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 532480,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.6.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 540672,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.6.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 548864,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.6.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 565248,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.7.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 573440,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.7.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 581632,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.7.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 598016,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.7.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 606208,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.7.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 614400,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.7.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 622592,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.7.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 630784,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.7.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 647168,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.8.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 655360,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.8.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 663552,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.8.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 679936,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.8.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 688128,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.8.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 696320,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.8.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 704512,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.8.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 712704,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.8.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 729088,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.9.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 737280,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.9.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 745472,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.9.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 761856,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.9.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 770048,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.9.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 778240,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.9.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 786432,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.9.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 794624,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.9.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 811008,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.10.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 819200,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.10.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 827392,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.10.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 843776,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.10.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 851968,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.10.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 860160,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.10.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 868352,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.10.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 876544,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.10.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 892928,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.11.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 901120,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.11.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 909312,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.11.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 925696,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.11.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 933888,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.11.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 942080,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.11.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 950272,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.11.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 958464,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.11.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 974848,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.12.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 983040,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.12.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 991232,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.12.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1007616,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.12.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1015808,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.12.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1024000,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.12.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1032192,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.12.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1040384,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.12.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1056768,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.13.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1064960,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.13.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1073152,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.13.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1089536,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.13.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1097728,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.13.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1105920,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.13.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1114112,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.13.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1122304,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.13.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1138688,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.14.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1146880,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.14.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1155072,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.14.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1171456,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.14.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1179648,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.14.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1187840,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.14.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1196032,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.14.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1204224,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.14.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1220608,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.15.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1228800,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.15.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1236992,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.15.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1253376,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.15.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1261568,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.15.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1269760,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.15.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1277952,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.15.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1286144,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.15.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1302528,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.16.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1310720,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.16.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1318912,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.16.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1335296,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.16.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1343488,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.16.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1351680,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.16.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1359872,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.16.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1368064,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.16.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1384448,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.17.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1392640,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.17.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1400832,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.17.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1417216,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.17.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1425408,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.17.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1433600,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.17.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1441792,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.17.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1449984,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.17.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1466368,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.18.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1474560,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.18.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1482752,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.18.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1499136,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.18.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1507328,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.18.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1515520,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.18.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1523712,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.18.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1531904,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.18.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1548288,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.19.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1556480,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.19.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1564672,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.19.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1581056,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.19.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1589248,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.19.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1597440,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.19.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1605632,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.19.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1613824,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.19.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1630208,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.20.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1638400,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.20.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1646592,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.20.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1662976,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.20.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1671168,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.20.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1679360,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.20.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1687552,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.20.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1695744,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.20.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1712128,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.21.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1720320,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.21.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1728512,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.21.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1744896,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.21.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1753088,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.21.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1761280,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.21.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1769472,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.21.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1777664,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.21.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1794048,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.22.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1802240,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.22.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1810432,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.22.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1826816,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.22.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1835008,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.22.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1843200,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.22.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1851392,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.22.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1859584,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.22.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1875968,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.23.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1884160,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.23.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1892352,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.23.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1908736,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.23.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1916928,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.23.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1925120,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.23.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1933312,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.23.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1941504,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.23.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1957888,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.24.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1966080,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.24.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1974272,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.24.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1990656,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.24.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1998848,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.24.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 2007040,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.24.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2015232,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.24.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2023424,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.24.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2039808,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.25.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 2048000,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.25.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 2056192,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.25.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 2072576,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.25.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2080768,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.25.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 2088960,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.25.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2097152,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.25.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2105344,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.25.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2121728,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.26.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 2129920,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.26.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 2138112,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.26.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 2154496,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.26.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2162688,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.26.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 2170880,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.26.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2179072,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.26.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2187264,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.26.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2203648,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.27.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 2211840,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.27.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 2220032,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.27.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 2236416,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.27.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2244608,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.27.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 2252800,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.27.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2260992,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.27.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2269184,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.27.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2285568,
+   "numel": 8192
+  }
+ ],
+ "config": {
+  "run_id": "2a_0.6B_adamw_wd0.01",
+  "model_id": "Qwen/Qwen3-0.6B-Base",
+  "task": "gsm8k",
+  "seq_len": 512,
+  "batch_size": 8,
+  "grad_accum": 1,
+  "max_steps": 800,
+  "lora_r": 8,
+  "lora_alpha": null,
+  "targets": [
+   "q_proj",
+   "k_proj",
+   "v_proj",
+   "o_proj"
+  ],
+  "optimizer": "adamw",
+  "lr": 0.0002,
+  "weight_decay": 0.01,
+  "betas": [
+   0.9,
+   0.999
+  ],
+  "grad_clip": 1.0,
+  "snapshot_every": 10,
+  "probe_every": 40,
+  "eval_every": 100,
+  "eval_batches": 8,
+  "seed": 17,
+  "data_seed": 17,
+  "warm_start": null,
+  "gauge_transform": "none",
+  "gauge_c": 4.0,
+  "gauge_seed": 0,
+  "save_warm_at": null,
+  "device": "auto",
+  "base_dtype": "auto",
+  "out_root": "runs"
+ },
+ "module_order": [
+  "base_model.model.model.layers.0.self_attn.k_proj",
+  "base_model.model.model.layers.0.self_attn.o_proj",
+  "base_model.model.model.layers.0.self_attn.q_proj",
+  "base_model.model.model.layers.0.self_attn.v_proj",
+  "base_model.model.model.layers.1.self_attn.k_proj",
+  "base_model.model.model.layers.1.self_attn.o_proj",
+  "base_model.model.model.layers.1.self_attn.q_proj",
+  "base_model.model.model.layers.1.self_attn.v_proj",
+  "base_model.model.model.layers.10.self_attn.k_proj",
+  "base_model.model.model.layers.10.self_attn.o_proj",
+  "base_model.model.model.layers.10.self_attn.q_proj",
+  "base_model.model.model.layers.10.self_attn.v_proj",
+  "base_model.model.model.layers.11.self_attn.k_proj",
+  "base_model.model.model.layers.11.self_attn.o_proj",
+  "base_model.model.model.layers.11.self_attn.q_proj",
+  "base_model.model.model.layers.11.self_attn.v_proj",
+  "base_model.model.model.layers.12.self_attn.k_proj",
+  "base_model.model.model.layers.12.self_attn.o_proj",
+  "base_model.model.model.layers.12.self_attn.q_proj",
+  "base_model.model.model.layers.12.self_attn.v_proj",
+  "base_model.model.model.layers.13.self_attn.k_proj",
+  "base_model.model.model.layers.13.self_attn.o_proj",
+  "base_model.model.model.layers.13.self_attn.q_proj",
+  "base_model.model.model.layers.13.self_attn.v_proj",
+  "base_model.model.model.layers.14.self_attn.k_proj",
+  "base_model.model.model.layers.14.self_attn.o_proj",
+  "base_model.model.model.layers.14.self_attn.q_proj",
+  "base_model.model.model.layers.14.self_attn.v_proj",
+  "base_model.model.model.layers.15.self_attn.k_proj",
+  "base_model.model.model.layers.15.self_attn.o_proj",
+  "base_model.model.model.layers.15.self_attn.q_proj",
+  "base_model.model.model.layers.15.self_attn.v_proj",
+  "base_model.model.model.layers.16.self_attn.k_proj",
+  "base_model.model.model.layers.16.self_attn.o_proj",
+  "base_model.model.model.layers.16.self_attn.q_proj",
+  "base_model.model.model.layers.16.self_attn.v_proj",
+  "base_model.model.model.layers.17.self_attn.k_proj",
+  "base_model.model.model.layers.17.self_attn.o_proj",
+  "base_model.model.model.layers.17.self_attn.q_proj",
+  "base_model.model.model.layers.17.self_attn.v_proj",
+  "base_model.model.model.layers.18.self_attn.k_proj",
+  "base_model.model.model.layers.18.self_attn.o_proj",
+  "base_model.model.model.layers.18.self_attn.q_proj",
+  "base_model.model.model.layers.18.self_attn.v_proj",
+  "base_model.model.model.layers.19.self_attn.k_proj",
+  "base_model.model.model.layers.19.self_attn.o_proj",
+  "base_model.model.model.layers.19.self_attn.q_proj",
+  "base_model.model.model.layers.19.self_attn.v_proj",
+  "base_model.model.model.layers.2.self_attn.k_proj",
+  "base_model.model.model.layers.2.self_attn.o_proj",
+  "base_model.model.model.layers.2.self_attn.q_proj",
+  "base_model.model.model.layers.2.self_attn.v_proj",
+  "base_model.model.model.layers.20.self_attn.k_proj",
+  "base_model.model.model.layers.20.self_attn.o_proj",
+  "base_model.model.model.layers.20.self_attn.q_proj",
+  "base_model.model.model.layers.20.self_attn.v_proj",
+  "base_model.model.model.layers.21.self_attn.k_proj",
+  "base_model.model.model.layers.21.self_attn.o_proj",
+  "base_model.model.model.layers.21.self_attn.q_proj",
+  "base_model.model.model.layers.21.self_attn.v_proj",
+  "base_model.model.model.layers.22.self_attn.k_proj",
+  "base_model.model.model.layers.22.self_attn.o_proj",
+  "base_model.model.model.layers.22.self_attn.q_proj",
+  "base_model.model.model.layers.22.self_attn.v_proj",
+  "base_model.model.model.layers.23.self_attn.k_proj",
+  "base_model.model.model.layers.23.self_attn.o_proj",
+  "base_model.model.model.layers.23.self_attn.q_proj",
+  "base_model.model.model.layers.23.self_attn.v_proj",
+  "base_model.model.model.layers.24.self_attn.k_proj",
+  "base_model.model.model.layers.24.self_attn.o_proj",
+  "base_model.model.model.layers.24.self_attn.q_proj",
+  "base_model.model.model.layers.24.self_attn.v_proj",
+  "base_model.model.model.layers.25.self_attn.k_proj",
+  "base_model.model.model.layers.25.self_attn.o_proj",
+  "base_model.model.model.layers.25.self_attn.q_proj",
+  "base_model.model.model.layers.25.self_attn.v_proj",
+  "base_model.model.model.layers.26.self_attn.k_proj",
+  "base_model.model.model.layers.26.self_attn.o_proj",
+  "base_model.model.model.layers.26.self_attn.q_proj",
+  "base_model.model.model.layers.26.self_attn.v_proj",
+  "base_model.model.model.layers.27.self_attn.k_proj",
+  "base_model.model.model.layers.27.self_attn.o_proj",
+  "base_model.model.model.layers.27.self_attn.q_proj",
+  "base_model.model.model.layers.27.self_attn.v_proj",
+  "base_model.model.model.layers.3.self_attn.k_proj",
+  "base_model.model.model.layers.3.self_attn.o_proj",
+  "base_model.model.model.layers.3.self_attn.q_proj",
+  "base_model.model.model.layers.3.self_attn.v_proj",
+  "base_model.model.model.layers.4.self_attn.k_proj",
+  "base_model.model.model.layers.4.self_attn.o_proj",
+  "base_model.model.model.layers.4.self_attn.q_proj",
+  "base_model.model.model.layers.4.self_attn.v_proj",
+  "base_model.model.model.layers.5.self_attn.k_proj",
+  "base_model.model.model.layers.5.self_attn.o_proj",
+  "base_model.model.model.layers.5.self_attn.q_proj",
+  "base_model.model.model.layers.5.self_attn.v_proj",
+  "base_model.model.model.layers.6.self_attn.k_proj",
+  "base_model.model.model.layers.6.self_attn.o_proj",
+  "base_model.model.model.layers.6.self_attn.q_proj",
+  "base_model.model.model.layers.6.self_attn.v_proj",
+  "base_model.model.model.layers.7.self_attn.k_proj",
+  "base_model.model.model.layers.7.self_attn.o_proj",
+  "base_model.model.model.layers.7.self_attn.q_proj",
+  "base_model.model.model.layers.7.self_attn.v_proj",
+  "base_model.model.model.layers.8.self_attn.k_proj",
+  "base_model.model.model.layers.8.self_attn.o_proj",
+  "base_model.model.model.layers.8.self_attn.q_proj",
+  "base_model.model.model.layers.8.self_attn.v_proj",
+  "base_model.model.model.layers.9.self_attn.k_proj",
+  "base_model.model.model.layers.9.self_attn.o_proj",
+  "base_model.model.model.layers.9.self_attn.q_proj",
+  "base_model.model.model.layers.9.self_attn.v_proj"
+ ],
+ "scale": 2.0,
+ "start_step": 0,
+ "torch": "2.7.1+cu128",
+ "device": "cuda",
+ "base_dtype": "torch.bfloat16"
+}

2a/2a_0.6B_adamw_wd0.01/metrics.npz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:adc5b8adf62363ae74e29538f19158cdb12745c536a0c5a855d2245249a041f0
+size 721706

2a/2a_0.6B_adamw_wd0.01/trajectory.dat.zst

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c35292d24f632b3680ee061b59e49a2c1d1ae7fd0f811722fdeea6eca43013df
+size 338941602

2a/2a_0.6B_adamw_wd0.1/config.json

@@ -0,0 +1,39 @@
+{
+ "run_id": "2a_0.6B_adamw_wd0.1",
+ "model_id": "Qwen/Qwen3-0.6B-Base",
+ "task": "gsm8k",
+ "seq_len": 512,
+ "batch_size": 8,
+ "grad_accum": 1,
+ "max_steps": 800,
+ "lora_r": 8,
+ "lora_alpha": null,
+ "targets": [
+  "q_proj",
+  "k_proj",
+  "v_proj",
+  "o_proj"
+ ],
+ "optimizer": "adamw",
+ "lr": 0.0002,
+ "weight_decay": 0.1,
+ "betas": [
+  0.9,
+  0.999
+ ],
+ "grad_clip": 1.0,
+ "snapshot_every": 10,
+ "probe_every": 40,
+ "eval_every": 100,
+ "eval_batches": 8,
+ "seed": 17,
+ "data_seed": 17,
+ "warm_start": null,
+ "gauge_transform": "none",
+ "gauge_c": 4.0,
+ "gauge_seed": 0,
+ "save_warm_at": null,
+ "device": "auto",
+ "base_dtype": "auto",
+ "out_root": "runs"
+}

2a/2a_0.6B_adamw_wd0.1/log.txt

@@ -0,0 +1,20 @@
+
+Loading weights:   0%|          | 0/310 [00:00<?, ?it/s]
+Loading weights: 100%|██████████| 310/310 [00:00<00:00, 15909.29it/s]
+[2a_0.6B_adamw_wd0.1] step 50/800 loss 0.4852 (38s)
+[2a_0.6B_adamw_wd0.1] step 100/800 loss 0.4396 (75s)
+[2a_0.6B_adamw_wd0.1] step 150/800 loss 0.4389 (109s)
+[2a_0.6B_adamw_wd0.1] step 200/800 loss 0.4170 (146s)
+[2a_0.6B_adamw_wd0.1] step 250/800 loss 0.4193 (181s)
+[2a_0.6B_adamw_wd0.1] step 300/800 loss 0.4214 (217s)
+[2a_0.6B_adamw_wd0.1] step 350/800 loss 0.4345 (252s)
+[2a_0.6B_adamw_wd0.1] step 400/800 loss 0.4371 (289s)
+[2a_0.6B_adamw_wd0.1] step 450/800 loss 0.4451 (323s)
+[2a_0.6B_adamw_wd0.1] step 500/800 loss 0.4094 (360s)
+[2a_0.6B_adamw_wd0.1] step 550/800 loss 0.4236 (394s)
+[2a_0.6B_adamw_wd0.1] step 600/800 loss 0.4167 (431s)
+[2a_0.6B_adamw_wd0.1] step 650/800 loss 0.4045 (466s)
+[2a_0.6B_adamw_wd0.1] step 700/800 loss 0.4185 (502s)
+[2a_0.6B_adamw_wd0.1] step 750/800 loss 0.4033 (537s)
+[2a_0.6B_adamw_wd0.1] step 800/800 loss 0.4101 (574s)
+[2a_0.6B_adamw_wd0.1] DONE in 574s -> runs/2a_0.6B_adamw_wd0.1

2a/2a_0.6B_adamw_wd0.1/meta.json

@@ -0,0 +1,2266 @@
+{
+ "n_states": 81,
+ "max_states": 84,
+ "n_params": 2293760,
+ "dtype": "float16",
+ "layout": "states x flat named_parameters (requires_grad only)",
+ "steps": [
+  0,
+  10,
+  20,
+  30,
+  40,
+  50,
+  60,
+  70,
+  80,
+  90,
+  100,
+  110,
+  120,
+  130,
+  140,
+  150,
+  160,
+  170,
+  180,
+  190,
+  200,
+  210,
+  220,
+  230,
+  240,
+  250,
+  260,
+  270,
+  280,
+  290,
+  300,
+  310,
+  320,
+  330,
+  340,
+  350,
+  360,
+  370,
+  380,
+  390,
+  400,
+  410,
+  420,
+  430,
+  440,
+  450,
+  460,
+  470,
+  480,
+  490,
+  500,
+  510,
+  520,
+  530,
+  540,
+  550,
+  560,
+  570,
+  580,
+  590,
+  600,
+  610,
+  620,
+  630,
+  640,
+  650,
+  660,
+  670,
+  680,
+  690,
+  700,
+  710,
+  720,
+  730,
+  740,
+  750,
+  760,
+  770,
+  780,
+  790,
+  800
+ ],
+ "param_specs": [
+  {
+   "name": "base_model.model.model.layers.0.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 0,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.0.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 8192,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.0.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 24576,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.0.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 32768,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.0.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 40960,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.0.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 49152,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.0.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 57344,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.0.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 73728,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.1.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 81920,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.1.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 90112,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.1.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 106496,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.1.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 114688,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.1.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 122880,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.1.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 131072,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.1.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 139264,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.1.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 155648,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.2.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 163840,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.2.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 172032,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.2.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 188416,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.2.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 196608,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.2.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 204800,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.2.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 212992,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.2.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 221184,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.2.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 237568,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.3.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 245760,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.3.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 253952,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.3.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 270336,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.3.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 278528,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.3.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 286720,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.3.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 294912,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.3.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 303104,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.3.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 319488,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.4.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 327680,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.4.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 335872,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.4.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 352256,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.4.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 360448,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.4.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 368640,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.4.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 376832,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.4.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 385024,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.4.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 401408,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.5.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 409600,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.5.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 417792,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.5.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 434176,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.5.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 442368,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.5.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 450560,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.5.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 458752,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.5.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 466944,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.5.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 483328,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.6.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 491520,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.6.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 499712,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.6.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 516096,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.6.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 524288,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.6.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 532480,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.6.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 540672,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.6.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 548864,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.6.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 565248,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.7.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 573440,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.7.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 581632,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.7.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 598016,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.7.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 606208,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.7.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 614400,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.7.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 622592,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.7.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 630784,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.7.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 647168,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.8.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 655360,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.8.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 663552,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.8.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 679936,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.8.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 688128,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.8.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 696320,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.8.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 704512,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.8.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 712704,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.8.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 729088,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.9.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 737280,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.9.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 745472,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.9.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 761856,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.9.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 770048,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.9.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 778240,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.9.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 786432,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.9.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 794624,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.9.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 811008,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.10.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 819200,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.10.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 827392,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.10.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 843776,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.10.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 851968,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.10.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 860160,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.10.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 868352,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.10.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 876544,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.10.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 892928,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.11.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 901120,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.11.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 909312,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.11.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 925696,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.11.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 933888,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.11.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 942080,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.11.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 950272,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.11.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 958464,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.11.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 974848,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.12.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 983040,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.12.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 991232,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.12.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1007616,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.12.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1015808,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.12.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1024000,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.12.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1032192,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.12.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1040384,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.12.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1056768,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.13.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1064960,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.13.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1073152,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.13.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1089536,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.13.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1097728,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.13.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1105920,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.13.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1114112,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.13.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1122304,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.13.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1138688,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.14.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1146880,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.14.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1155072,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.14.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1171456,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.14.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1179648,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.14.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1187840,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.14.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1196032,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.14.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1204224,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.14.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1220608,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.15.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1228800,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.15.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1236992,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.15.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1253376,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.15.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1261568,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.15.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1269760,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.15.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1277952,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.15.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1286144,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.15.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1302528,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.16.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1310720,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.16.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1318912,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.16.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1335296,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.16.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1343488,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.16.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1351680,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.16.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1359872,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.16.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1368064,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.16.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1384448,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.17.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1392640,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.17.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1400832,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.17.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1417216,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.17.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1425408,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.17.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1433600,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.17.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1441792,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.17.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1449984,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.17.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1466368,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.18.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1474560,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.18.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1482752,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.18.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1499136,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.18.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1507328,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.18.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1515520,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.18.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1523712,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.18.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1531904,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.18.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1548288,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.19.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1556480,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.19.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1564672,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.19.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1581056,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.19.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1589248,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.19.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1597440,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.19.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1605632,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.19.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1613824,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.19.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1630208,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.20.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1638400,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.20.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1646592,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.20.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1662976,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.20.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1671168,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.20.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1679360,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.20.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1687552,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.20.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1695744,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.20.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1712128,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.21.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1720320,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.21.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1728512,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.21.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1744896,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.21.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1753088,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.21.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1761280,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.21.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1769472,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.21.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1777664,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.21.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1794048,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.22.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1802240,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.22.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1810432,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.22.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1826816,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.22.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1835008,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.22.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1843200,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.22.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1851392,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.22.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1859584,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.22.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1875968,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.23.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1884160,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.23.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1892352,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.23.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1908736,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.23.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1916928,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.23.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1925120,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.23.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1933312,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.23.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1941504,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.23.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1957888,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.24.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1966080,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.24.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1974272,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.24.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1990656,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.24.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1998848,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.24.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 2007040,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.24.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2015232,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.24.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2023424,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.24.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2039808,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.25.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 2048000,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.25.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 2056192,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.25.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 2072576,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.25.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2080768,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.25.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 2088960,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.25.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2097152,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.25.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2105344,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.25.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2121728,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.26.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 2129920,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.26.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 2138112,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.26.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 2154496,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.26.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2162688,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.26.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 2170880,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.26.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2179072,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.26.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2187264,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.26.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2203648,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.27.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 2211840,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.27.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 2220032,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.27.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 2236416,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.27.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2244608,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.27.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 2252800,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.27.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2260992,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.27.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2269184,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.27.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2285568,
+   "numel": 8192
+  }
+ ],
+ "config": {
+  "run_id": "2a_0.6B_adamw_wd0.1",
+  "model_id": "Qwen/Qwen3-0.6B-Base",
+  "task": "gsm8k",
+  "seq_len": 512,
+  "batch_size": 8,
+  "grad_accum": 1,
+  "max_steps": 800,
+  "lora_r": 8,
+  "lora_alpha": null,
+  "targets": [
+   "q_proj",
+   "k_proj",
+   "v_proj",
+   "o_proj"
+  ],
+  "optimizer": "adamw",
+  "lr": 0.0002,
+  "weight_decay": 0.1,
+  "betas": [
+   0.9,
+   0.999
+  ],
+  "grad_clip": 1.0,
+  "snapshot_every": 10,
+  "probe_every": 40,
+  "eval_every": 100,
+  "eval_batches": 8,
+  "seed": 17,
+  "data_seed": 17,
+  "warm_start": null,
+  "gauge_transform": "none",
+  "gauge_c": 4.0,
+  "gauge_seed": 0,
+  "save_warm_at": null,
+  "device": "auto",
+  "base_dtype": "auto",
+  "out_root": "runs"
+ },
+ "module_order": [
+  "base_model.model.model.layers.0.self_attn.k_proj",
+  "base_model.model.model.layers.0.self_attn.o_proj",
+  "base_model.model.model.layers.0.self_attn.q_proj",
+  "base_model.model.model.layers.0.self_attn.v_proj",
+  "base_model.model.model.layers.1.self_attn.k_proj",
+  "base_model.model.model.layers.1.self_attn.o_proj",
+  "base_model.model.model.layers.1.self_attn.q_proj",
+  "base_model.model.model.layers.1.self_attn.v_proj",
+  "base_model.model.model.layers.10.self_attn.k_proj",
+  "base_model.model.model.layers.10.self_attn.o_proj",
+  "base_model.model.model.layers.10.self_attn.q_proj",
+  "base_model.model.model.layers.10.self_attn.v_proj",
+  "base_model.model.model.layers.11.self_attn.k_proj",
+  "base_model.model.model.layers.11.self_attn.o_proj",
+  "base_model.model.model.layers.11.self_attn.q_proj",
+  "base_model.model.model.layers.11.self_attn.v_proj",
+  "base_model.model.model.layers.12.self_attn.k_proj",
+  "base_model.model.model.layers.12.self_attn.o_proj",
+  "base_model.model.model.layers.12.self_attn.q_proj",
+  "base_model.model.model.layers.12.self_attn.v_proj",
+  "base_model.model.model.layers.13.self_attn.k_proj",
+  "base_model.model.model.layers.13.self_attn.o_proj",
+  "base_model.model.model.layers.13.self_attn.q_proj",
+  "base_model.model.model.layers.13.self_attn.v_proj",
+  "base_model.model.model.layers.14.self_attn.k_proj",
+  "base_model.model.model.layers.14.self_attn.o_proj",
+  "base_model.model.model.layers.14.self_attn.q_proj",
+  "base_model.model.model.layers.14.self_attn.v_proj",
+  "base_model.model.model.layers.15.self_attn.k_proj",
+  "base_model.model.model.layers.15.self_attn.o_proj",
+  "base_model.model.model.layers.15.self_attn.q_proj",
+  "base_model.model.model.layers.15.self_attn.v_proj",
+  "base_model.model.model.layers.16.self_attn.k_proj",
+  "base_model.model.model.layers.16.self_attn.o_proj",
+  "base_model.model.model.layers.16.self_attn.q_proj",
+  "base_model.model.model.layers.16.self_attn.v_proj",
+  "base_model.model.model.layers.17.self_attn.k_proj",
+  "base_model.model.model.layers.17.self_attn.o_proj",
+  "base_model.model.model.layers.17.self_attn.q_proj",
+  "base_model.model.model.layers.17.self_attn.v_proj",
+  "base_model.model.model.layers.18.self_attn.k_proj",
+  "base_model.model.model.layers.18.self_attn.o_proj",
+  "base_model.model.model.layers.18.self_attn.q_proj",
+  "base_model.model.model.layers.18.self_attn.v_proj",
+  "base_model.model.model.layers.19.self_attn.k_proj",
+  "base_model.model.model.layers.19.self_attn.o_proj",
+  "base_model.model.model.layers.19.self_attn.q_proj",
+  "base_model.model.model.layers.19.self_attn.v_proj",
+  "base_model.model.model.layers.2.self_attn.k_proj",
+  "base_model.model.model.layers.2.self_attn.o_proj",
+  "base_model.model.model.layers.2.self_attn.q_proj",
+  "base_model.model.model.layers.2.self_attn.v_proj",
+  "base_model.model.model.layers.20.self_attn.k_proj",
+  "base_model.model.model.layers.20.self_attn.o_proj",
+  "base_model.model.model.layers.20.self_attn.q_proj",
+  "base_model.model.model.layers.20.self_attn.v_proj",
+  "base_model.model.model.layers.21.self_attn.k_proj",
+  "base_model.model.model.layers.21.self_attn.o_proj",
+  "base_model.model.model.layers.21.self_attn.q_proj",
+  "base_model.model.model.layers.21.self_attn.v_proj",
+  "base_model.model.model.layers.22.self_attn.k_proj",
+  "base_model.model.model.layers.22.self_attn.o_proj",
+  "base_model.model.model.layers.22.self_attn.q_proj",
+  "base_model.model.model.layers.22.self_attn.v_proj",
+  "base_model.model.model.layers.23.self_attn.k_proj",
+  "base_model.model.model.layers.23.self_attn.o_proj",
+  "base_model.model.model.layers.23.self_attn.q_proj",
+  "base_model.model.model.layers.23.self_attn.v_proj",
+  "base_model.model.model.layers.24.self_attn.k_proj",
+  "base_model.model.model.layers.24.self_attn.o_proj",
+  "base_model.model.model.layers.24.self_attn.q_proj",
+  "base_model.model.model.layers.24.self_attn.v_proj",
+  "base_model.model.model.layers.25.self_attn.k_proj",
+  "base_model.model.model.layers.25.self_attn.o_proj",
+  "base_model.model.model.layers.25.self_attn.q_proj",
+  "base_model.model.model.layers.25.self_attn.v_proj",
+  "base_model.model.model.layers.26.self_attn.k_proj",
+  "base_model.model.model.layers.26.self_attn.o_proj",
+  "base_model.model.model.layers.26.self_attn.q_proj",
+  "base_model.model.model.layers.26.self_attn.v_proj",
+  "base_model.model.model.layers.27.self_attn.k_proj",
+  "base_model.model.model.layers.27.self_attn.o_proj",
+  "base_model.model.model.layers.27.self_attn.q_proj",
+  "base_model.model.model.layers.27.self_attn.v_proj",
+  "base_model.model.model.layers.3.self_attn.k_proj",
+  "base_model.model.model.layers.3.self_attn.o_proj",
+  "base_model.model.model.layers.3.self_attn.q_proj",
+  "base_model.model.model.layers.3.self_attn.v_proj",
+  "base_model.model.model.layers.4.self_attn.k_proj",
+  "base_model.model.model.layers.4.self_attn.o_proj",
+  "base_model.model.model.layers.4.self_attn.q_proj",
+  "base_model.model.model.layers.4.self_attn.v_proj",
+  "base_model.model.model.layers.5.self_attn.k_proj",
+  "base_model.model.model.layers.5.self_attn.o_proj",
+  "base_model.model.model.layers.5.self_attn.q_proj",
+  "base_model.model.model.layers.5.self_attn.v_proj",
+  "base_model.model.model.layers.6.self_attn.k_proj",
+  "base_model.model.model.layers.6.self_attn.o_proj",
+  "base_model.model.model.layers.6.self_attn.q_proj",
+  "base_model.model.model.layers.6.self_attn.v_proj",
+  "base_model.model.model.layers.7.self_attn.k_proj",
+  "base_model.model.model.layers.7.self_attn.o_proj",
+  "base_model.model.model.layers.7.self_attn.q_proj",
+  "base_model.model.model.layers.7.self_attn.v_proj",
+  "base_model.model.model.layers.8.self_attn.k_proj",
+  "base_model.model.model.layers.8.self_attn.o_proj",
+  "base_model.model.model.layers.8.self_attn.q_proj",
+  "base_model.model.model.layers.8.self_attn.v_proj",
+  "base_model.model.model.layers.9.self_attn.k_proj",
+  "base_model.model.model.layers.9.self_attn.o_proj",
+  "base_model.model.model.layers.9.self_attn.q_proj",
+  "base_model.model.model.layers.9.self_attn.v_proj"
+ ],
+ "scale": 2.0,
+ "start_step": 0,
+ "torch": "2.7.1+cu128",
+ "device": "cuda",
+ "base_dtype": "torch.bfloat16"
+}

2a/2a_0.6B_adamw_wd0.1/metrics.npz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4ef44f97ff50929e3d370f65856a8f658a5b1557e9781266cdd4ab0bb5f5d8c8
+size 721784

2a/2a_0.6B_adamw_wd0.1/trajectory.dat.zst

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:91dda52bbfa3dcf2883c7ea9bb66e11b11724bfd7d57067e0c2622fc40d307df
+size 338939477

2a/2a_0.6B_adamw_wd0/config.json

@@ -0,0 +1,39 @@
+{
+ "run_id": "2a_0.6B_adamw_wd0",
+ "model_id": "Qwen/Qwen3-0.6B-Base",
+ "task": "gsm8k",
+ "seq_len": 512,
+ "batch_size": 8,
+ "grad_accum": 1,
+ "max_steps": 800,
+ "lora_r": 8,
+ "lora_alpha": null,
+ "targets": [
+  "q_proj",
+  "k_proj",
+  "v_proj",
+  "o_proj"
+ ],
+ "optimizer": "adamw",
+ "lr": 0.0002,
+ "weight_decay": 0.0,
+ "betas": [
+  0.9,
+  0.999
+ ],
+ "grad_clip": 1.0,
+ "snapshot_every": 10,
+ "probe_every": 40,
+ "eval_every": 100,
+ "eval_batches": 8,
+ "seed": 17,
+ "data_seed": 17,
+ "warm_start": null,
+ "gauge_transform": "none",
+ "gauge_c": 4.0,
+ "gauge_seed": 0,
+ "save_warm_at": null,
+ "device": "auto",
+ "base_dtype": "auto",
+ "out_root": "runs"
+}

2a/2a_0.6B_adamw_wd0/log.txt

@@ -0,0 +1,21 @@
+Warning: You are sending unauthenticated requests to the HF Hub. Please set a HF_TOKEN to enable higher rate limits and faster downloads.
+
+Loading weights:   0%|          | 0/310 [00:00<?, ?it/s]
+Loading weights: 100%|██████████| 310/310 [00:00<00:00, 15974.57it/s]
+[2a_0.6B_adamw_wd0] step 50/800 loss 0.4852 (39s)
+[2a_0.6B_adamw_wd0] step 100/800 loss 0.4397 (75s)
+[2a_0.6B_adamw_wd0] step 150/800 loss 0.4389 (109s)
+[2a_0.6B_adamw_wd0] step 200/800 loss 0.4172 (146s)
+[2a_0.6B_adamw_wd0] step 250/800 loss 0.4196 (181s)
+[2a_0.6B_adamw_wd0] step 300/800 loss 0.4214 (217s)
+[2a_0.6B_adamw_wd0] step 350/800 loss 0.4346 (252s)
+[2a_0.6B_adamw_wd0] step 400/800 loss 0.4376 (288s)
+[2a_0.6B_adamw_wd0] step 450/800 loss 0.4454 (323s)
+[2a_0.6B_adamw_wd0] step 500/800 loss 0.4097 (359s)
+[2a_0.6B_adamw_wd0] step 550/800 loss 0.4235 (394s)
+[2a_0.6B_adamw_wd0] step 600/800 loss 0.4168 (431s)
+[2a_0.6B_adamw_wd0] step 650/800 loss 0.4039 (466s)
+[2a_0.6B_adamw_wd0] step 700/800 loss 0.4189 (502s)
+[2a_0.6B_adamw_wd0] step 750/800 loss 0.4035 (537s)
+[2a_0.6B_adamw_wd0] step 800/800 loss 0.4098 (574s)
+[2a_0.6B_adamw_wd0] DONE in 574s -> runs/2a_0.6B_adamw_wd0

2a/2a_0.6B_adamw_wd0/meta.json

@@ -0,0 +1,2266 @@
+{
+ "n_states": 81,
+ "max_states": 84,
+ "n_params": 2293760,
+ "dtype": "float16",
+ "layout": "states x flat named_parameters (requires_grad only)",
+ "steps": [
+  0,
+  10,
+  20,
+  30,
+  40,
+  50,
+  60,
+  70,
+  80,
+  90,
+  100,
+  110,
+  120,
+  130,
+  140,
+  150,
+  160,
+  170,
+  180,
+  190,
+  200,
+  210,
+  220,
+  230,
+  240,
+  250,
+  260,
+  270,
+  280,
+  290,
+  300,
+  310,
+  320,
+  330,
+  340,
+  350,
+  360,
+  370,
+  380,
+  390,
+  400,
+  410,
+  420,
+  430,
+  440,
+  450,
+  460,
+  470,
+  480,
+  490,
+  500,
+  510,
+  520,
+  530,
+  540,
+  550,
+  560,
+  570,
+  580,
+  590,
+  600,
+  610,
+  620,
+  630,
+  640,
+  650,
+  660,
+  670,
+  680,
+  690,
+  700,
+  710,
+  720,
+  730,
+  740,
+  750,
+  760,
+  770,
+  780,
+  790,
+  800
+ ],
+ "param_specs": [
+  {
+   "name": "base_model.model.model.layers.0.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 0,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.0.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 8192,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.0.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 24576,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.0.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 32768,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.0.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 40960,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.0.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 49152,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.0.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 57344,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.0.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 73728,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.1.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 81920,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.1.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 90112,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.1.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 106496,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.1.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 114688,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.1.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 122880,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.1.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 131072,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.1.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 139264,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.1.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 155648,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.2.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 163840,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.2.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 172032,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.2.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 188416,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.2.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 196608,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.2.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 204800,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.2.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 212992,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.2.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 221184,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.2.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 237568,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.3.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 245760,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.3.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 253952,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.3.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 270336,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.3.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 278528,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.3.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 286720,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.3.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 294912,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.3.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 303104,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.3.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 319488,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.4.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 327680,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.4.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 335872,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.4.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 352256,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.4.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 360448,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.4.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 368640,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.4.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 376832,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.4.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 385024,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.4.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 401408,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.5.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 409600,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.5.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 417792,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.5.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 434176,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.5.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 442368,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.5.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 450560,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.5.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 458752,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.5.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 466944,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.5.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 483328,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.6.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 491520,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.6.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 499712,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.6.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 516096,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.6.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 524288,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.6.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 532480,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.6.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 540672,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.6.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 548864,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.6.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 565248,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.7.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 573440,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.7.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 581632,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.7.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 598016,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.7.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 606208,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.7.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 614400,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.7.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 622592,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.7.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 630784,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.7.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 647168,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.8.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 655360,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.8.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 663552,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.8.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 679936,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.8.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 688128,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.8.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 696320,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.8.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 704512,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.8.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 712704,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.8.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 729088,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.9.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 737280,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.9.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 745472,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.9.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 761856,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.9.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 770048,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.9.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 778240,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.9.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 786432,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.9.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 794624,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.9.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 811008,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.10.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 819200,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.10.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 827392,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.10.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 843776,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.10.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 851968,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.10.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 860160,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.10.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 868352,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.10.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 876544,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.10.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 892928,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.11.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 901120,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.11.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 909312,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.11.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 925696,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.11.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 933888,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.11.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 942080,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.11.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 950272,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.11.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 958464,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.11.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 974848,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.12.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 983040,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.12.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 991232,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.12.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1007616,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.12.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1015808,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.12.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1024000,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.12.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1032192,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.12.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1040384,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.12.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1056768,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.13.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1064960,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.13.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1073152,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.13.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1089536,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.13.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1097728,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.13.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1105920,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.13.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1114112,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.13.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1122304,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.13.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1138688,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.14.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1146880,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.14.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1155072,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.14.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1171456,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.14.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1179648,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.14.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1187840,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.14.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1196032,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.14.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1204224,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.14.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1220608,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.15.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1228800,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.15.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1236992,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.15.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1253376,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.15.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1261568,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.15.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1269760,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.15.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1277952,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.15.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1286144,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.15.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1302528,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.16.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1310720,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.16.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1318912,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.16.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1335296,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.16.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1343488,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.16.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1351680,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.16.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1359872,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.16.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1368064,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.16.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1384448,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.17.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1392640,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.17.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1400832,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.17.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1417216,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.17.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1425408,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.17.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1433600,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.17.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1441792,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.17.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1449984,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.17.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1466368,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.18.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1474560,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.18.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1482752,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.18.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1499136,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.18.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1507328,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.18.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1515520,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.18.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1523712,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.18.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1531904,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.18.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1548288,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.19.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1556480,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.19.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1564672,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.19.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1581056,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.19.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1589248,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.19.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1597440,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.19.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1605632,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.19.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1613824,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.19.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1630208,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.20.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1638400,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.20.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1646592,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.20.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1662976,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.20.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1671168,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.20.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1679360,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.20.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1687552,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.20.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1695744,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.20.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1712128,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.21.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1720320,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.21.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1728512,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.21.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1744896,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.21.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1753088,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.21.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1761280,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.21.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1769472,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.21.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1777664,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.21.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1794048,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.22.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1802240,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.22.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1810432,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.22.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1826816,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.22.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1835008,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.22.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1843200,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.22.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1851392,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.22.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1859584,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.22.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1875968,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.23.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1884160,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.23.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1892352,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.23.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1908736,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.23.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1916928,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.23.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1925120,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.23.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1933312,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.23.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1941504,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.23.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1957888,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.24.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1966080,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.24.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1974272,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.24.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1990656,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.24.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1998848,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.24.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 2007040,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.24.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2015232,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.24.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2023424,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.24.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2039808,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.25.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 2048000,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.25.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 2056192,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.25.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 2072576,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.25.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2080768,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.25.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 2088960,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.25.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2097152,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.25.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2105344,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.25.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2121728,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.26.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 2129920,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.26.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 2138112,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.26.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 2154496,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.26.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2162688,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.26.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 2170880,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.26.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2179072,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.26.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2187264,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.26.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2203648,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.27.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 2211840,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.27.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 2220032,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.27.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 2236416,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.27.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2244608,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.27.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 2252800,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.27.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2260992,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.27.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2269184,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.27.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2285568,
+   "numel": 8192
+  }
+ ],
+ "config": {
+  "run_id": "2a_0.6B_adamw_wd0",
+  "model_id": "Qwen/Qwen3-0.6B-Base",
+  "task": "gsm8k",
+  "seq_len": 512,
+  "batch_size": 8,
+  "grad_accum": 1,
+  "max_steps": 800,
+  "lora_r": 8,
+  "lora_alpha": null,
+  "targets": [
+   "q_proj",
+   "k_proj",
+   "v_proj",
+   "o_proj"
+  ],
+  "optimizer": "adamw",
+  "lr": 0.0002,
+  "weight_decay": 0.0,
+  "betas": [
+   0.9,
+   0.999
+  ],
+  "grad_clip": 1.0,
+  "snapshot_every": 10,
+  "probe_every": 40,
+  "eval_every": 100,
+  "eval_batches": 8,
+  "seed": 17,
+  "data_seed": 17,
+  "warm_start": null,
+  "gauge_transform": "none",
+  "gauge_c": 4.0,
+  "gauge_seed": 0,
+  "save_warm_at": null,
+  "device": "auto",
+  "base_dtype": "auto",
+  "out_root": "runs"
+ },
+ "module_order": [
+  "base_model.model.model.layers.0.self_attn.k_proj",
+  "base_model.model.model.layers.0.self_attn.o_proj",
+  "base_model.model.model.layers.0.self_attn.q_proj",
+  "base_model.model.model.layers.0.self_attn.v_proj",
+  "base_model.model.model.layers.1.self_attn.k_proj",
+  "base_model.model.model.layers.1.self_attn.o_proj",
+  "base_model.model.model.layers.1.self_attn.q_proj",
+  "base_model.model.model.layers.1.self_attn.v_proj",
+  "base_model.model.model.layers.10.self_attn.k_proj",
+  "base_model.model.model.layers.10.self_attn.o_proj",
+  "base_model.model.model.layers.10.self_attn.q_proj",
+  "base_model.model.model.layers.10.self_attn.v_proj",
+  "base_model.model.model.layers.11.self_attn.k_proj",
+  "base_model.model.model.layers.11.self_attn.o_proj",
+  "base_model.model.model.layers.11.self_attn.q_proj",
+  "base_model.model.model.layers.11.self_attn.v_proj",
+  "base_model.model.model.layers.12.self_attn.k_proj",
+  "base_model.model.model.layers.12.self_attn.o_proj",
+  "base_model.model.model.layers.12.self_attn.q_proj",
+  "base_model.model.model.layers.12.self_attn.v_proj",
+  "base_model.model.model.layers.13.self_attn.k_proj",
+  "base_model.model.model.layers.13.self_attn.o_proj",
+  "base_model.model.model.layers.13.self_attn.q_proj",
+  "base_model.model.model.layers.13.self_attn.v_proj",
+  "base_model.model.model.layers.14.self_attn.k_proj",
+  "base_model.model.model.layers.14.self_attn.o_proj",
+  "base_model.model.model.layers.14.self_attn.q_proj",
+  "base_model.model.model.layers.14.self_attn.v_proj",
+  "base_model.model.model.layers.15.self_attn.k_proj",
+  "base_model.model.model.layers.15.self_attn.o_proj",
+  "base_model.model.model.layers.15.self_attn.q_proj",
+  "base_model.model.model.layers.15.self_attn.v_proj",
+  "base_model.model.model.layers.16.self_attn.k_proj",
+  "base_model.model.model.layers.16.self_attn.o_proj",
+  "base_model.model.model.layers.16.self_attn.q_proj",
+  "base_model.model.model.layers.16.self_attn.v_proj",
+  "base_model.model.model.layers.17.self_attn.k_proj",
+  "base_model.model.model.layers.17.self_attn.o_proj",
+  "base_model.model.model.layers.17.self_attn.q_proj",
+  "base_model.model.model.layers.17.self_attn.v_proj",
+  "base_model.model.model.layers.18.self_attn.k_proj",
+  "base_model.model.model.layers.18.self_attn.o_proj",
+  "base_model.model.model.layers.18.self_attn.q_proj",
+  "base_model.model.model.layers.18.self_attn.v_proj",
+  "base_model.model.model.layers.19.self_attn.k_proj",
+  "base_model.model.model.layers.19.self_attn.o_proj",
+  "base_model.model.model.layers.19.self_attn.q_proj",
+  "base_model.model.model.layers.19.self_attn.v_proj",
+  "base_model.model.model.layers.2.self_attn.k_proj",
+  "base_model.model.model.layers.2.self_attn.o_proj",
+  "base_model.model.model.layers.2.self_attn.q_proj",
+  "base_model.model.model.layers.2.self_attn.v_proj",
+  "base_model.model.model.layers.20.self_attn.k_proj",
+  "base_model.model.model.layers.20.self_attn.o_proj",
+  "base_model.model.model.layers.20.self_attn.q_proj",
+  "base_model.model.model.layers.20.self_attn.v_proj",
+  "base_model.model.model.layers.21.self_attn.k_proj",
+  "base_model.model.model.layers.21.self_attn.o_proj",
+  "base_model.model.model.layers.21.self_attn.q_proj",
+  "base_model.model.model.layers.21.self_attn.v_proj",
+  "base_model.model.model.layers.22.self_attn.k_proj",
+  "base_model.model.model.layers.22.self_attn.o_proj",
+  "base_model.model.model.layers.22.self_attn.q_proj",
+  "base_model.model.model.layers.22.self_attn.v_proj",
+  "base_model.model.model.layers.23.self_attn.k_proj",
+  "base_model.model.model.layers.23.self_attn.o_proj",
+  "base_model.model.model.layers.23.self_attn.q_proj",
+  "base_model.model.model.layers.23.self_attn.v_proj",
+  "base_model.model.model.layers.24.self_attn.k_proj",
+  "base_model.model.model.layers.24.self_attn.o_proj",
+  "base_model.model.model.layers.24.self_attn.q_proj",
+  "base_model.model.model.layers.24.self_attn.v_proj",
+  "base_model.model.model.layers.25.self_attn.k_proj",
+  "base_model.model.model.layers.25.self_attn.o_proj",
+  "base_model.model.model.layers.25.self_attn.q_proj",
+  "base_model.model.model.layers.25.self_attn.v_proj",
+  "base_model.model.model.layers.26.self_attn.k_proj",
+  "base_model.model.model.layers.26.self_attn.o_proj",
+  "base_model.model.model.layers.26.self_attn.q_proj",
+  "base_model.model.model.layers.26.self_attn.v_proj",
+  "base_model.model.model.layers.27.self_attn.k_proj",
+  "base_model.model.model.layers.27.self_attn.o_proj",
+  "base_model.model.model.layers.27.self_attn.q_proj",
+  "base_model.model.model.layers.27.self_attn.v_proj",
+  "base_model.model.model.layers.3.self_attn.k_proj",
+  "base_model.model.model.layers.3.self_attn.o_proj",
+  "base_model.model.model.layers.3.self_attn.q_proj",
+  "base_model.model.model.layers.3.self_attn.v_proj",
+  "base_model.model.model.layers.4.self_attn.k_proj",
+  "base_model.model.model.layers.4.self_attn.o_proj",
+  "base_model.model.model.layers.4.self_attn.q_proj",
+  "base_model.model.model.layers.4.self_attn.v_proj",
+  "base_model.model.model.layers.5.self_attn.k_proj",
+  "base_model.model.model.layers.5.self_attn.o_proj",
+  "base_model.model.model.layers.5.self_attn.q_proj",
+  "base_model.model.model.layers.5.self_attn.v_proj",
+  "base_model.model.model.layers.6.self_attn.k_proj",
+  "base_model.model.model.layers.6.self_attn.o_proj",
+  "base_model.model.model.layers.6.self_attn.q_proj",
+  "base_model.model.model.layers.6.self_attn.v_proj",
+  "base_model.model.model.layers.7.self_attn.k_proj",
+  "base_model.model.model.layers.7.self_attn.o_proj",
+  "base_model.model.model.layers.7.self_attn.q_proj",
+  "base_model.model.model.layers.7.self_attn.v_proj",
+  "base_model.model.model.layers.8.self_attn.k_proj",
+  "base_model.model.model.layers.8.self_attn.o_proj",
+  "base_model.model.model.layers.8.self_attn.q_proj",
+  "base_model.model.model.layers.8.self_attn.v_proj",
+  "base_model.model.model.layers.9.self_attn.k_proj",
+  "base_model.model.model.layers.9.self_attn.o_proj",
+  "base_model.model.model.layers.9.self_attn.q_proj",
+  "base_model.model.model.layers.9.self_attn.v_proj"
+ ],
+ "scale": 2.0,
+ "start_step": 0,
+ "torch": "2.7.1+cu128",
+ "device": "cuda",
+ "base_dtype": "torch.bfloat16"
+}

2a/2a_0.6B_adamw_wd0/metrics.npz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7d11388022502fbde029b5a4c863fc4df6feb8c1f99ce75c5cb18e6bcb005763
+size 721627

2a/2a_0.6B_adamw_wd0/trajectory.dat.zst

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1c63a028c208019c183967b73bbe241614a80b151a56233ed48cb279f0b0f361
+size 338950937

2a/2a_0.6B_adamw_wd1/config.json

@@ -0,0 +1,39 @@
+{
+ "run_id": "2a_0.6B_adamw_wd1",
+ "model_id": "Qwen/Qwen3-0.6B-Base",
+ "task": "gsm8k",
+ "seq_len": 512,
+ "batch_size": 8,
+ "grad_accum": 1,
+ "max_steps": 800,
+ "lora_r": 8,
+ "lora_alpha": null,
+ "targets": [
+  "q_proj",
+  "k_proj",
+  "v_proj",
+  "o_proj"
+ ],
+ "optimizer": "adamw",
+ "lr": 0.0002,
+ "weight_decay": 1.0,
+ "betas": [
+  0.9,
+  0.999
+ ],
+ "grad_clip": 1.0,
+ "snapshot_every": 10,
+ "probe_every": 40,
+ "eval_every": 100,
+ "eval_batches": 8,
+ "seed": 17,
+ "data_seed": 17,
+ "warm_start": null,
+ "gauge_transform": "none",
+ "gauge_c": 4.0,
+ "gauge_seed": 0,
+ "save_warm_at": null,
+ "device": "auto",
+ "base_dtype": "auto",
+ "out_root": "runs"
+}

2a/2a_0.6B_adamw_wd1/log.txt

@@ -0,0 +1,21 @@
+Warning: You are sending unauthenticated requests to the HF Hub. Please set a HF_TOKEN to enable higher rate limits and faster downloads.
+
+Loading weights:   0%|          | 0/310 [00:00<?, ?it/s]
+Loading weights: 100%|██████████| 310/310 [00:00<00:00, 15535.57it/s]
+[2a_0.6B_adamw_wd1] step 50/800 loss 0.4850 (38s)
+[2a_0.6B_adamw_wd1] step 100/800 loss 0.4393 (74s)
+[2a_0.6B_adamw_wd1] step 150/800 loss 0.4389 (109s)
+[2a_0.6B_adamw_wd1] step 200/800 loss 0.4172 (146s)
+[2a_0.6B_adamw_wd1] step 250/800 loss 0.4196 (181s)
+[2a_0.6B_adamw_wd1] step 300/800 loss 0.4218 (217s)
+[2a_0.6B_adamw_wd1] step 350/800 loss 0.4351 (252s)
+[2a_0.6B_adamw_wd1] step 400/800 loss 0.4377 (289s)
+[2a_0.6B_adamw_wd1] step 450/800 loss 0.4453 (324s)
+[2a_0.6B_adamw_wd1] step 500/800 loss 0.4098 (360s)
+[2a_0.6B_adamw_wd1] step 550/800 loss 0.4240 (395s)
+[2a_0.6B_adamw_wd1] step 600/800 loss 0.4174 (432s)
+[2a_0.6B_adamw_wd1] step 650/800 loss 0.4049 (466s)
+[2a_0.6B_adamw_wd1] step 700/800 loss 0.4191 (503s)
+[2a_0.6B_adamw_wd1] step 750/800 loss 0.4037 (538s)
+[2a_0.6B_adamw_wd1] step 800/800 loss 0.4104 (574s)
+[2a_0.6B_adamw_wd1] DONE in 574s -> runs/2a_0.6B_adamw_wd1

2a/2a_0.6B_adamw_wd1/meta.json

@@ -0,0 +1,2266 @@
+{
+ "n_states": 81,
+ "max_states": 84,
+ "n_params": 2293760,
+ "dtype": "float16",
+ "layout": "states x flat named_parameters (requires_grad only)",
+ "steps": [
+  0,
+  10,
+  20,
+  30,
+  40,
+  50,
+  60,
+  70,
+  80,
+  90,
+  100,
+  110,
+  120,
+  130,
+  140,
+  150,
+  160,
+  170,
+  180,
+  190,
+  200,
+  210,
+  220,
+  230,
+  240,
+  250,
+  260,
+  270,
+  280,
+  290,
+  300,
+  310,
+  320,
+  330,
+  340,
+  350,
+  360,
+  370,
+  380,
+  390,
+  400,
+  410,
+  420,
+  430,
+  440,
+  450,
+  460,
+  470,
+  480,
+  490,
+  500,
+  510,
+  520,
+  530,
+  540,
+  550,
+  560,
+  570,
+  580,
+  590,
+  600,
+  610,
+  620,
+  630,
+  640,
+  650,
+  660,
+  670,
+  680,
+  690,
+  700,
+  710,
+  720,
+  730,
+  740,
+  750,
+  760,
+  770,
+  780,
+  790,
+  800
+ ],
+ "param_specs": [
+  {
+   "name": "base_model.model.model.layers.0.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 0,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.0.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 8192,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.0.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 24576,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.0.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 32768,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.0.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 40960,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.0.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 49152,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.0.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 57344,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.0.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 73728,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.1.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 81920,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.1.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 90112,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.1.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 106496,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.1.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 114688,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.1.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 122880,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.1.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 131072,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.1.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 139264,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.1.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 155648,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.2.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 163840,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.2.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 172032,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.2.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 188416,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.2.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 196608,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.2.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 204800,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.2.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 212992,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.2.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 221184,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.2.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 237568,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.3.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 245760,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.3.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 253952,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.3.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 270336,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.3.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 278528,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.3.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 286720,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.3.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 294912,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.3.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 303104,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.3.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 319488,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.4.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 327680,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.4.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 335872,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.4.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 352256,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.4.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 360448,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.4.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 368640,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.4.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 376832,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.4.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 385024,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.4.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 401408,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.5.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 409600,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.5.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 417792,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.5.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 434176,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.5.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 442368,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.5.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 450560,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.5.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 458752,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.5.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 466944,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.5.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 483328,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.6.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 491520,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.6.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 499712,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.6.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 516096,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.6.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 524288,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.6.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 532480,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.6.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 540672,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.6.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 548864,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.6.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 565248,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.7.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 573440,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.7.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 581632,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.7.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 598016,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.7.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 606208,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.7.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 614400,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.7.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 622592,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.7.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 630784,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.7.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 647168,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.8.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 655360,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.8.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 663552,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.8.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 679936,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.8.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 688128,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.8.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 696320,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.8.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 704512,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.8.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 712704,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.8.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 729088,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.9.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 737280,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.9.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 745472,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.9.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 761856,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.9.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 770048,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.9.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 778240,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.9.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 786432,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.9.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 794624,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.9.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 811008,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.10.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 819200,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.10.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 827392,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.10.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 843776,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.10.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 851968,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.10.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 860160,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.10.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 868352,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.10.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 876544,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.10.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 892928,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.11.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 901120,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.11.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 909312,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.11.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 925696,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.11.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 933888,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.11.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 942080,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.11.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 950272,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.11.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 958464,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.11.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 974848,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.12.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 983040,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.12.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 991232,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.12.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1007616,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.12.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1015808,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.12.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1024000,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.12.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1032192,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.12.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1040384,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.12.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1056768,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.13.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1064960,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.13.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1073152,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.13.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1089536,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.13.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1097728,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.13.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1105920,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.13.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1114112,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.13.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1122304,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.13.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1138688,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.14.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1146880,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.14.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1155072,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.14.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1171456,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.14.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1179648,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.14.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1187840,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.14.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1196032,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.14.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1204224,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.14.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1220608,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.15.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1228800,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.15.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1236992,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.15.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1253376,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.15.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1261568,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.15.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1269760,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.15.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1277952,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.15.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1286144,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.15.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1302528,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.16.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1310720,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.16.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1318912,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.16.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1335296,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.16.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1343488,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.16.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1351680,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.16.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1359872,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.16.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1368064,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.16.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1384448,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.17.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1392640,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.17.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1400832,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.17.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1417216,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.17.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1425408,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.17.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1433600,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.17.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1441792,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.17.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1449984,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.17.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1466368,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.18.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1474560,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.18.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1482752,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.18.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1499136,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.18.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1507328,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.18.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1515520,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.18.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1523712,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.18.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1531904,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.18.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1548288,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.19.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1556480,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.19.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1564672,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.19.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1581056,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.19.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1589248,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.19.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1597440,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.19.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1605632,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.19.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1613824,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.19.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1630208,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.20.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1638400,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.20.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1646592,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.20.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1662976,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.20.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1671168,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.20.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1679360,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.20.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1687552,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.20.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1695744,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.20.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1712128,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.21.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1720320,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.21.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1728512,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.21.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1744896,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.21.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1753088,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.21.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1761280,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.21.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1769472,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.21.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1777664,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.21.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1794048,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.22.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1802240,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.22.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1810432,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.22.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1826816,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.22.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1835008,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.22.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1843200,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.22.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1851392,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.22.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1859584,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.22.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1875968,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.23.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1884160,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.23.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1892352,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.23.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1908736,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.23.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1916928,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.23.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1925120,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.23.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1933312,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.23.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1941504,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.23.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1957888,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.24.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1966080,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.24.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1974272,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.24.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1990656,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.24.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1998848,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.24.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 2007040,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.24.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2015232,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.24.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2023424,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.24.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2039808,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.25.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 2048000,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.25.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 2056192,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.25.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 2072576,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.25.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2080768,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.25.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 2088960,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.25.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2097152,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.25.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2105344,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.25.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2121728,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.26.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 2129920,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.26.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 2138112,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.26.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 2154496,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.26.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2162688,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.26.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 2170880,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.26.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2179072,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.26.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2187264,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.26.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2203648,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.27.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 2211840,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.27.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 2220032,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.27.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 2236416,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.27.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2244608,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.27.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 2252800,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.27.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2260992,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.27.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2269184,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.27.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2285568,
+   "numel": 8192
+  }
+ ],
+ "config": {
+  "run_id": "2a_0.6B_adamw_wd1",
+  "model_id": "Qwen/Qwen3-0.6B-Base",
+  "task": "gsm8k",
+  "seq_len": 512,
+  "batch_size": 8,
+  "grad_accum": 1,
+  "max_steps": 800,
+  "lora_r": 8,
+  "lora_alpha": null,
+  "targets": [
+   "q_proj",
+   "k_proj",
+   "v_proj",
+   "o_proj"
+  ],
+  "optimizer": "adamw",
+  "lr": 0.0002,
+  "weight_decay": 1.0,
+  "betas": [
+   0.9,
+   0.999
+  ],
+  "grad_clip": 1.0,
+  "snapshot_every": 10,
+  "probe_every": 40,
+  "eval_every": 100,
+  "eval_batches": 8,
+  "seed": 17,
+  "data_seed": 17,
+  "warm_start": null,
+  "gauge_transform": "none",
+  "gauge_c": 4.0,
+  "gauge_seed": 0,
+  "save_warm_at": null,
+  "device": "auto",
+  "base_dtype": "auto",
+  "out_root": "runs"
+ },
+ "module_order": [
+  "base_model.model.model.layers.0.self_attn.k_proj",
+  "base_model.model.model.layers.0.self_attn.o_proj",
+  "base_model.model.model.layers.0.self_attn.q_proj",
+  "base_model.model.model.layers.0.self_attn.v_proj",
+  "base_model.model.model.layers.1.self_attn.k_proj",
+  "base_model.model.model.layers.1.self_attn.o_proj",
+  "base_model.model.model.layers.1.self_attn.q_proj",
+  "base_model.model.model.layers.1.self_attn.v_proj",
+  "base_model.model.model.layers.10.self_attn.k_proj",
+  "base_model.model.model.layers.10.self_attn.o_proj",
+  "base_model.model.model.layers.10.self_attn.q_proj",
+  "base_model.model.model.layers.10.self_attn.v_proj",
+  "base_model.model.model.layers.11.self_attn.k_proj",
+  "base_model.model.model.layers.11.self_attn.o_proj",
+  "base_model.model.model.layers.11.self_attn.q_proj",
+  "base_model.model.model.layers.11.self_attn.v_proj",
+  "base_model.model.model.layers.12.self_attn.k_proj",
+  "base_model.model.model.layers.12.self_attn.o_proj",
+  "base_model.model.model.layers.12.self_attn.q_proj",
+  "base_model.model.model.layers.12.self_attn.v_proj",
+  "base_model.model.model.layers.13.self_attn.k_proj",
+  "base_model.model.model.layers.13.self_attn.o_proj",
+  "base_model.model.model.layers.13.self_attn.q_proj",
+  "base_model.model.model.layers.13.self_attn.v_proj",
+  "base_model.model.model.layers.14.self_attn.k_proj",
+  "base_model.model.model.layers.14.self_attn.o_proj",
+  "base_model.model.model.layers.14.self_attn.q_proj",
+  "base_model.model.model.layers.14.self_attn.v_proj",
+  "base_model.model.model.layers.15.self_attn.k_proj",
+  "base_model.model.model.layers.15.self_attn.o_proj",
+  "base_model.model.model.layers.15.self_attn.q_proj",
+  "base_model.model.model.layers.15.self_attn.v_proj",
+  "base_model.model.model.layers.16.self_attn.k_proj",
+  "base_model.model.model.layers.16.self_attn.o_proj",
+  "base_model.model.model.layers.16.self_attn.q_proj",
+  "base_model.model.model.layers.16.self_attn.v_proj",
+  "base_model.model.model.layers.17.self_attn.k_proj",
+  "base_model.model.model.layers.17.self_attn.o_proj",
+  "base_model.model.model.layers.17.self_attn.q_proj",
+  "base_model.model.model.layers.17.self_attn.v_proj",
+  "base_model.model.model.layers.18.self_attn.k_proj",
+  "base_model.model.model.layers.18.self_attn.o_proj",
+  "base_model.model.model.layers.18.self_attn.q_proj",
+  "base_model.model.model.layers.18.self_attn.v_proj",
+  "base_model.model.model.layers.19.self_attn.k_proj",
+  "base_model.model.model.layers.19.self_attn.o_proj",
+  "base_model.model.model.layers.19.self_attn.q_proj",
+  "base_model.model.model.layers.19.self_attn.v_proj",
+  "base_model.model.model.layers.2.self_attn.k_proj",
+  "base_model.model.model.layers.2.self_attn.o_proj",
+  "base_model.model.model.layers.2.self_attn.q_proj",
+  "base_model.model.model.layers.2.self_attn.v_proj",
+  "base_model.model.model.layers.20.self_attn.k_proj",
+  "base_model.model.model.layers.20.self_attn.o_proj",
+  "base_model.model.model.layers.20.self_attn.q_proj",
+  "base_model.model.model.layers.20.self_attn.v_proj",
+  "base_model.model.model.layers.21.self_attn.k_proj",
+  "base_model.model.model.layers.21.self_attn.o_proj",
+  "base_model.model.model.layers.21.self_attn.q_proj",
+  "base_model.model.model.layers.21.self_attn.v_proj",
+  "base_model.model.model.layers.22.self_attn.k_proj",
+  "base_model.model.model.layers.22.self_attn.o_proj",
+  "base_model.model.model.layers.22.self_attn.q_proj",
+  "base_model.model.model.layers.22.self_attn.v_proj",
+  "base_model.model.model.layers.23.self_attn.k_proj",
+  "base_model.model.model.layers.23.self_attn.o_proj",
+  "base_model.model.model.layers.23.self_attn.q_proj",
+  "base_model.model.model.layers.23.self_attn.v_proj",
+  "base_model.model.model.layers.24.self_attn.k_proj",
+  "base_model.model.model.layers.24.self_attn.o_proj",
+  "base_model.model.model.layers.24.self_attn.q_proj",
+  "base_model.model.model.layers.24.self_attn.v_proj",
+  "base_model.model.model.layers.25.self_attn.k_proj",
+  "base_model.model.model.layers.25.self_attn.o_proj",
+  "base_model.model.model.layers.25.self_attn.q_proj",
+  "base_model.model.model.layers.25.self_attn.v_proj",
+  "base_model.model.model.layers.26.self_attn.k_proj",
+  "base_model.model.model.layers.26.self_attn.o_proj",
+  "base_model.model.model.layers.26.self_attn.q_proj",
+  "base_model.model.model.layers.26.self_attn.v_proj",
+  "base_model.model.model.layers.27.self_attn.k_proj",
+  "base_model.model.model.layers.27.self_attn.o_proj",
+  "base_model.model.model.layers.27.self_attn.q_proj",
+  "base_model.model.model.layers.27.self_attn.v_proj",
+  "base_model.model.model.layers.3.self_attn.k_proj",
+  "base_model.model.model.layers.3.self_attn.o_proj",
+  "base_model.model.model.layers.3.self_attn.q_proj",
+  "base_model.model.model.layers.3.self_attn.v_proj",
+  "base_model.model.model.layers.4.self_attn.k_proj",
+  "base_model.model.model.layers.4.self_attn.o_proj",
+  "base_model.model.model.layers.4.self_attn.q_proj",
+  "base_model.model.model.layers.4.self_attn.v_proj",
+  "base_model.model.model.layers.5.self_attn.k_proj",
+  "base_model.model.model.layers.5.self_attn.o_proj",
+  "base_model.model.model.layers.5.self_attn.q_proj",
+  "base_model.model.model.layers.5.self_attn.v_proj",
+  "base_model.model.model.layers.6.self_attn.k_proj",
+  "base_model.model.model.layers.6.self_attn.o_proj",
+  "base_model.model.model.layers.6.self_attn.q_proj",
+  "base_model.model.model.layers.6.self_attn.v_proj",
+  "base_model.model.model.layers.7.self_attn.k_proj",
+  "base_model.model.model.layers.7.self_attn.o_proj",
+  "base_model.model.model.layers.7.self_attn.q_proj",
+  "base_model.model.model.layers.7.self_attn.v_proj",
+  "base_model.model.model.layers.8.self_attn.k_proj",
+  "base_model.model.model.layers.8.self_attn.o_proj",
+  "base_model.model.model.layers.8.self_attn.q_proj",
+  "base_model.model.model.layers.8.self_attn.v_proj",
+  "base_model.model.model.layers.9.self_attn.k_proj",
+  "base_model.model.model.layers.9.self_attn.o_proj",
+  "base_model.model.model.layers.9.self_attn.q_proj",
+  "base_model.model.model.layers.9.self_attn.v_proj"
+ ],
+ "scale": 2.0,
+ "start_step": 0,
+ "torch": "2.7.1+cu128",
+ "device": "cuda",
+ "base_dtype": "torch.bfloat16"
+}

2a/2a_0.6B_adamw_wd1/metrics.npz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f4a0fd2e7428abfab1533b9be08bb33447761e2e461d1499b86b0a099f3c7ec1
+size 721946

2a/2a_0.6B_adamw_wd1/trajectory.dat.zst

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:582936ffd2e775eb4d4fc825abfc05723906cbeff112e7f0835b54a0b11b34fe
+size 338972665

2a/2a_0.6B_adamw_wd5/config.json

@@ -0,0 +1,39 @@
+{
+ "run_id": "2a_0.6B_adamw_wd5",
+ "model_id": "Qwen/Qwen3-0.6B-Base",
+ "task": "gsm8k",
+ "seq_len": 512,
+ "batch_size": 8,
+ "grad_accum": 1,
+ "max_steps": 800,
+ "lora_r": 8,
+ "lora_alpha": null,
+ "targets": [
+  "q_proj",
+  "k_proj",
+  "v_proj",
+  "o_proj"
+ ],
+ "optimizer": "adamw",
+ "lr": 0.0002,
+ "weight_decay": 5.0,
+ "betas": [
+  0.9,
+  0.999
+ ],
+ "grad_clip": 1.0,
+ "snapshot_every": 10,
+ "probe_every": 40,
+ "eval_every": 100,
+ "eval_batches": 8,
+ "seed": 17,
+ "data_seed": 17,
+ "warm_start": null,
+ "gauge_transform": "none",
+ "gauge_c": 4.0,
+ "gauge_seed": 0,
+ "save_warm_at": null,
+ "device": "auto",
+ "base_dtype": "auto",
+ "out_root": "runs"
+}

2a/2a_0.6B_adamw_wd5/log.txt

@@ -0,0 +1,21 @@
+Warning: You are sending unauthenticated requests to the HF Hub. Please set a HF_TOKEN to enable higher rate limits and faster downloads.
+
+Loading weights:   0%|          | 0/310 [00:00<?, ?it/s]
+Loading weights: 100%|██████████| 310/310 [00:00<00:00, 17428.48it/s]
+[2a_0.6B_adamw_wd5] step 50/800 loss 0.4850 (44s)
+[2a_0.6B_adamw_wd5] step 100/800 loss 0.4398 (80s)
+[2a_0.6B_adamw_wd5] step 150/800 loss 0.4395 (115s)
+[2a_0.6B_adamw_wd5] step 200/800 loss 0.4181 (152s)
+[2a_0.6B_adamw_wd5] step 250/800 loss 0.4203 (186s)
+[2a_0.6B_adamw_wd5] step 300/800 loss 0.4224 (223s)
+[2a_0.6B_adamw_wd5] step 350/800 loss 0.4368 (258s)
+[2a_0.6B_adamw_wd5] step 400/800 loss 0.4396 (294s)
+[2a_0.6B_adamw_wd5] step 450/800 loss 0.4477 (329s)
+[2a_0.6B_adamw_wd5] step 500/800 loss 0.4131 (366s)
+[2a_0.6B_adamw_wd5] step 550/800 loss 0.4271 (401s)
+[2a_0.6B_adamw_wd5] step 600/800 loss 0.4204 (438s)
+[2a_0.6B_adamw_wd5] step 650/800 loss 0.4076 (472s)
+[2a_0.6B_adamw_wd5] step 700/800 loss 0.4226 (509s)
+[2a_0.6B_adamw_wd5] step 750/800 loss 0.4071 (544s)
+[2a_0.6B_adamw_wd5] step 800/800 loss 0.4137 (580s)
+[2a_0.6B_adamw_wd5] DONE in 581s -> runs/2a_0.6B_adamw_wd5

2a/2a_0.6B_adamw_wd5/meta.json

@@ -0,0 +1,2266 @@
+{
+ "n_states": 81,
+ "max_states": 84,
+ "n_params": 2293760,
+ "dtype": "float16",
+ "layout": "states x flat named_parameters (requires_grad only)",
+ "steps": [
+  0,
+  10,
+  20,
+  30,
+  40,
+  50,
+  60,
+  70,
+  80,
+  90,
+  100,
+  110,
+  120,
+  130,
+  140,
+  150,
+  160,
+  170,
+  180,
+  190,
+  200,
+  210,
+  220,
+  230,
+  240,
+  250,
+  260,
+  270,
+  280,
+  290,
+  300,
+  310,
+  320,
+  330,
+  340,
+  350,
+  360,
+  370,
+  380,
+  390,
+  400,
+  410,
+  420,
+  430,
+  440,
+  450,
+  460,
+  470,
+  480,
+  490,
+  500,
+  510,
+  520,
+  530,
+  540,
+  550,
+  560,
+  570,
+  580,
+  590,
+  600,
+  610,
+  620,
+  630,
+  640,
+  650,
+  660,
+  670,
+  680,
+  690,
+  700,
+  710,
+  720,
+  730,
+  740,
+  750,
+  760,
+  770,
+  780,
+  790,
+  800
+ ],
+ "param_specs": [
+  {
+   "name": "base_model.model.model.layers.0.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 0,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.0.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 8192,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.0.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 24576,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.0.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 32768,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.0.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 40960,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.0.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 49152,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.0.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 57344,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.0.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 73728,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.1.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 81920,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.1.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 90112,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.1.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 106496,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.1.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 114688,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.1.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 122880,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.1.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 131072,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.1.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 139264,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.1.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 155648,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.2.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 163840,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.2.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 172032,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.2.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 188416,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.2.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 196608,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.2.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 204800,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.2.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 212992,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.2.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 221184,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.2.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 237568,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.3.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 245760,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.3.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 253952,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.3.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 270336,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.3.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 278528,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.3.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 286720,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.3.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 294912,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.3.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 303104,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.3.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 319488,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.4.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 327680,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.4.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 335872,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.4.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 352256,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.4.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 360448,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.4.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 368640,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.4.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 376832,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.4.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 385024,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.4.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 401408,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.5.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 409600,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.5.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 417792,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.5.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 434176,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.5.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 442368,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.5.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 450560,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.5.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 458752,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.5.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 466944,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.5.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 483328,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.6.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 491520,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.6.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 499712,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.6.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 516096,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.6.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 524288,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.6.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 532480,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.6.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 540672,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.6.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 548864,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.6.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 565248,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.7.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 573440,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.7.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 581632,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.7.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 598016,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.7.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 606208,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.7.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 614400,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.7.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 622592,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.7.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 630784,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.7.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 647168,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.8.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 655360,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.8.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 663552,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.8.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 679936,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.8.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 688128,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.8.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 696320,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.8.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 704512,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.8.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 712704,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.8.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 729088,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.9.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 737280,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.9.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 745472,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.9.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 761856,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.9.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 770048,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.9.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 778240,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.9.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 786432,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.9.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 794624,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.9.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 811008,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.10.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 819200,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.10.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 827392,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.10.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 843776,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.10.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 851968,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.10.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 860160,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.10.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 868352,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.10.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 876544,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.10.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 892928,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.11.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 901120,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.11.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 909312,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.11.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 925696,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.11.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 933888,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.11.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 942080,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.11.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 950272,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.11.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 958464,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.11.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 974848,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.12.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 983040,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.12.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 991232,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.12.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1007616,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.12.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1015808,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.12.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1024000,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.12.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1032192,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.12.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1040384,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.12.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1056768,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.13.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1064960,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.13.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1073152,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.13.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1089536,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.13.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1097728,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.13.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1105920,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.13.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1114112,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.13.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1122304,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.13.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1138688,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.14.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1146880,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.14.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1155072,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.14.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1171456,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.14.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1179648,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.14.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1187840,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.14.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1196032,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.14.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1204224,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.14.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1220608,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.15.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1228800,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.15.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1236992,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.15.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1253376,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.15.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1261568,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.15.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1269760,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.15.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1277952,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.15.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1286144,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.15.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1302528,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.16.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1310720,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.16.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1318912,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.16.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1335296,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.16.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1343488,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.16.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1351680,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.16.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1359872,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.16.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1368064,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.16.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1384448,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.17.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1392640,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.17.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1400832,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.17.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1417216,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.17.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1425408,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.17.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1433600,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.17.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1441792,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.17.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1449984,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.17.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1466368,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.18.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1474560,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.18.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1482752,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.18.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1499136,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.18.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1507328,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.18.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1515520,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.18.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1523712,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.18.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1531904,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.18.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1548288,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.19.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1556480,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.19.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1564672,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.19.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1581056,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.19.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1589248,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.19.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1597440,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.19.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1605632,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.19.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1613824,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.19.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1630208,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.20.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1638400,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.20.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1646592,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.20.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1662976,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.20.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1671168,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.20.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1679360,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.20.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1687552,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.20.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1695744,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.20.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1712128,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.21.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1720320,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.21.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1728512,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.21.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1744896,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.21.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1753088,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.21.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1761280,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.21.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1769472,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.21.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1777664,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.21.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1794048,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.22.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1802240,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.22.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1810432,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.22.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1826816,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.22.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1835008,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.22.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1843200,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.22.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1851392,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.22.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1859584,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.22.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1875968,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.23.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1884160,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.23.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1892352,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.23.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1908736,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.23.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1916928,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.23.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1925120,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.23.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1933312,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.23.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1941504,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.23.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1957888,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.24.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1966080,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.24.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1974272,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.24.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1990656,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.24.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1998848,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.24.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 2007040,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.24.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2015232,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.24.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2023424,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.24.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2039808,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.25.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 2048000,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.25.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 2056192,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.25.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 2072576,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.25.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2080768,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.25.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 2088960,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.25.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2097152,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.25.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2105344,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.25.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2121728,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.26.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 2129920,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.26.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 2138112,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.26.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 2154496,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.26.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2162688,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.26.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 2170880,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.26.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2179072,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.26.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2187264,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.26.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2203648,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.27.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 2211840,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.27.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 2220032,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.27.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 2236416,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.27.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2244608,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.27.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 2252800,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.27.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2260992,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.27.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2269184,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.27.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2285568,
+   "numel": 8192
+  }
+ ],
+ "config": {
+  "run_id": "2a_0.6B_adamw_wd5",
+  "model_id": "Qwen/Qwen3-0.6B-Base",
+  "task": "gsm8k",
+  "seq_len": 512,
+  "batch_size": 8,
+  "grad_accum": 1,
+  "max_steps": 800,
+  "lora_r": 8,
+  "lora_alpha": null,
+  "targets": [
+   "q_proj",
+   "k_proj",
+   "v_proj",
+   "o_proj"
+  ],
+  "optimizer": "adamw",
+  "lr": 0.0002,
+  "weight_decay": 5.0,
+  "betas": [
+   0.9,
+   0.999
+  ],
+  "grad_clip": 1.0,
+  "snapshot_every": 10,
+  "probe_every": 40,
+  "eval_every": 100,
+  "eval_batches": 8,
+  "seed": 17,
+  "data_seed": 17,
+  "warm_start": null,
+  "gauge_transform": "none",
+  "gauge_c": 4.0,
+  "gauge_seed": 0,
+  "save_warm_at": null,
+  "device": "auto",
+  "base_dtype": "auto",
+  "out_root": "runs"
+ },
+ "module_order": [
+  "base_model.model.model.layers.0.self_attn.k_proj",
+  "base_model.model.model.layers.0.self_attn.o_proj",
+  "base_model.model.model.layers.0.self_attn.q_proj",
+  "base_model.model.model.layers.0.self_attn.v_proj",
+  "base_model.model.model.layers.1.self_attn.k_proj",
+  "base_model.model.model.layers.1.self_attn.o_proj",
+  "base_model.model.model.layers.1.self_attn.q_proj",
+  "base_model.model.model.layers.1.self_attn.v_proj",
+  "base_model.model.model.layers.10.self_attn.k_proj",
+  "base_model.model.model.layers.10.self_attn.o_proj",
+  "base_model.model.model.layers.10.self_attn.q_proj",
+  "base_model.model.model.layers.10.self_attn.v_proj",
+  "base_model.model.model.layers.11.self_attn.k_proj",
+  "base_model.model.model.layers.11.self_attn.o_proj",
+  "base_model.model.model.layers.11.self_attn.q_proj",
+  "base_model.model.model.layers.11.self_attn.v_proj",
+  "base_model.model.model.layers.12.self_attn.k_proj",
+  "base_model.model.model.layers.12.self_attn.o_proj",
+  "base_model.model.model.layers.12.self_attn.q_proj",
+  "base_model.model.model.layers.12.self_attn.v_proj",
+  "base_model.model.model.layers.13.self_attn.k_proj",
+  "base_model.model.model.layers.13.self_attn.o_proj",
+  "base_model.model.model.layers.13.self_attn.q_proj",
+  "base_model.model.model.layers.13.self_attn.v_proj",
+  "base_model.model.model.layers.14.self_attn.k_proj",
+  "base_model.model.model.layers.14.self_attn.o_proj",
+  "base_model.model.model.layers.14.self_attn.q_proj",
+  "base_model.model.model.layers.14.self_attn.v_proj",
+  "base_model.model.model.layers.15.self_attn.k_proj",
+  "base_model.model.model.layers.15.self_attn.o_proj",
+  "base_model.model.model.layers.15.self_attn.q_proj",
+  "base_model.model.model.layers.15.self_attn.v_proj",
+  "base_model.model.model.layers.16.self_attn.k_proj",
+  "base_model.model.model.layers.16.self_attn.o_proj",
+  "base_model.model.model.layers.16.self_attn.q_proj",
+  "base_model.model.model.layers.16.self_attn.v_proj",
+  "base_model.model.model.layers.17.self_attn.k_proj",
+  "base_model.model.model.layers.17.self_attn.o_proj",
+  "base_model.model.model.layers.17.self_attn.q_proj",
+  "base_model.model.model.layers.17.self_attn.v_proj",
+  "base_model.model.model.layers.18.self_attn.k_proj",
+  "base_model.model.model.layers.18.self_attn.o_proj",
+  "base_model.model.model.layers.18.self_attn.q_proj",
+  "base_model.model.model.layers.18.self_attn.v_proj",
+  "base_model.model.model.layers.19.self_attn.k_proj",
+  "base_model.model.model.layers.19.self_attn.o_proj",
+  "base_model.model.model.layers.19.self_attn.q_proj",
+  "base_model.model.model.layers.19.self_attn.v_proj",
+  "base_model.model.model.layers.2.self_attn.k_proj",
+  "base_model.model.model.layers.2.self_attn.o_proj",
+  "base_model.model.model.layers.2.self_attn.q_proj",
+  "base_model.model.model.layers.2.self_attn.v_proj",
+  "base_model.model.model.layers.20.self_attn.k_proj",
+  "base_model.model.model.layers.20.self_attn.o_proj",
+  "base_model.model.model.layers.20.self_attn.q_proj",
+  "base_model.model.model.layers.20.self_attn.v_proj",
+  "base_model.model.model.layers.21.self_attn.k_proj",
+  "base_model.model.model.layers.21.self_attn.o_proj",
+  "base_model.model.model.layers.21.self_attn.q_proj",
+  "base_model.model.model.layers.21.self_attn.v_proj",
+  "base_model.model.model.layers.22.self_attn.k_proj",
+  "base_model.model.model.layers.22.self_attn.o_proj",
+  "base_model.model.model.layers.22.self_attn.q_proj",
+  "base_model.model.model.layers.22.self_attn.v_proj",
+  "base_model.model.model.layers.23.self_attn.k_proj",
+  "base_model.model.model.layers.23.self_attn.o_proj",
+  "base_model.model.model.layers.23.self_attn.q_proj",
+  "base_model.model.model.layers.23.self_attn.v_proj",
+  "base_model.model.model.layers.24.self_attn.k_proj",
+  "base_model.model.model.layers.24.self_attn.o_proj",
+  "base_model.model.model.layers.24.self_attn.q_proj",
+  "base_model.model.model.layers.24.self_attn.v_proj",
+  "base_model.model.model.layers.25.self_attn.k_proj",
+  "base_model.model.model.layers.25.self_attn.o_proj",
+  "base_model.model.model.layers.25.self_attn.q_proj",
+  "base_model.model.model.layers.25.self_attn.v_proj",
+  "base_model.model.model.layers.26.self_attn.k_proj",
+  "base_model.model.model.layers.26.self_attn.o_proj",
+  "base_model.model.model.layers.26.self_attn.q_proj",
+  "base_model.model.model.layers.26.self_attn.v_proj",
+  "base_model.model.model.layers.27.self_attn.k_proj",
+  "base_model.model.model.layers.27.self_attn.o_proj",
+  "base_model.model.model.layers.27.self_attn.q_proj",
+  "base_model.model.model.layers.27.self_attn.v_proj",
+  "base_model.model.model.layers.3.self_attn.k_proj",
+  "base_model.model.model.layers.3.self_attn.o_proj",
+  "base_model.model.model.layers.3.self_attn.q_proj",
+  "base_model.model.model.layers.3.self_attn.v_proj",
+  "base_model.model.model.layers.4.self_attn.k_proj",
+  "base_model.model.model.layers.4.self_attn.o_proj",
+  "base_model.model.model.layers.4.self_attn.q_proj",
+  "base_model.model.model.layers.4.self_attn.v_proj",
+  "base_model.model.model.layers.5.self_attn.k_proj",
+  "base_model.model.model.layers.5.self_attn.o_proj",
+  "base_model.model.model.layers.5.self_attn.q_proj",
+  "base_model.model.model.layers.5.self_attn.v_proj",
+  "base_model.model.model.layers.6.self_attn.k_proj",
+  "base_model.model.model.layers.6.self_attn.o_proj",
+  "base_model.model.model.layers.6.self_attn.q_proj",
+  "base_model.model.model.layers.6.self_attn.v_proj",
+  "base_model.model.model.layers.7.self_attn.k_proj",
+  "base_model.model.model.layers.7.self_attn.o_proj",
+  "base_model.model.model.layers.7.self_attn.q_proj",
+  "base_model.model.model.layers.7.self_attn.v_proj",
+  "base_model.model.model.layers.8.self_attn.k_proj",
+  "base_model.model.model.layers.8.self_attn.o_proj",
+  "base_model.model.model.layers.8.self_attn.q_proj",
+  "base_model.model.model.layers.8.self_attn.v_proj",
+  "base_model.model.model.layers.9.self_attn.k_proj",
+  "base_model.model.model.layers.9.self_attn.o_proj",
+  "base_model.model.model.layers.9.self_attn.q_proj",
+  "base_model.model.model.layers.9.self_attn.v_proj"
+ ],
+ "scale": 2.0,
+ "start_step": 0,
+ "torch": "2.7.1+cu128",
+ "device": "cuda",
+ "base_dtype": "torch.bfloat16"
+}

2a/2a_0.6B_adamw_wd5/metrics.npz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:426291f303460339734d7ae11a8831d536e3a1e089c15f2bca9ad15d6ead7ce3
+size 725944

2a/2a_0.6B_adamw_wd5/trajectory.dat.zst

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0904977464f2e09558506ba0dda2f9903a03440a02d53f5f94d656c5e27babb4
+size 339027947

2a/2a_0.6B_sgd_wd0.1/config.json

@@ -0,0 +1,39 @@
+{
+ "run_id": "2a_0.6B_sgd_wd0.1",
+ "model_id": "Qwen/Qwen3-0.6B-Base",
+ "task": "gsm8k",
+ "seq_len": 512,
+ "batch_size": 8,
+ "grad_accum": 1,
+ "max_steps": 800,
+ "lora_r": 8,
+ "lora_alpha": null,
+ "targets": [
+  "q_proj",
+  "k_proj",
+  "v_proj",
+  "o_proj"
+ ],
+ "optimizer": "sgd",
+ "lr": 0.001,
+ "weight_decay": 0.1,
+ "betas": [
+  0.9,
+  0.999
+ ],
+ "grad_clip": 1.0,
+ "snapshot_every": 10,
+ "probe_every": 40,
+ "eval_every": 100,
+ "eval_batches": 8,
+ "seed": 17,
+ "data_seed": 17,
+ "warm_start": null,
+ "gauge_transform": "none",
+ "gauge_c": 4.0,
+ "gauge_seed": 0,
+ "save_warm_at": null,
+ "device": "auto",
+ "base_dtype": "auto",
+ "out_root": "runs"
+}

2a/2a_0.6B_sgd_wd0.1/log.txt

@@ -0,0 +1,21 @@
+
+Loading weights:   0%|          | 0/310 [00:00<?, ?it/s]
+Loading weights: 100%|██████████| 310/310 [00:00<00:00, 15393.22it/s]
+Warning: You are sending unauthenticated requests to the HF Hub. Please set a HF_TOKEN to enable higher rate limits and faster downloads.
+[2a_0.6B_sgd_wd0.1] step 50/800 loss 0.6618 (39s)
+[2a_0.6B_sgd_wd0.1] step 100/800 loss 0.6406 (76s)
+[2a_0.6B_sgd_wd0.1] step 150/800 loss 0.6311 (111s)
+[2a_0.6B_sgd_wd0.1] step 200/800 loss 0.6041 (148s)
+[2a_0.6B_sgd_wd0.1] step 250/800 loss 0.5951 (183s)
+[2a_0.6B_sgd_wd0.1] step 300/800 loss 0.5907 (220s)
+[2a_0.6B_sgd_wd0.1] step 350/800 loss 0.6040 (255s)
+[2a_0.6B_sgd_wd0.1] step 400/800 loss 0.6013 (292s)
+[2a_0.6B_sgd_wd0.1] step 450/800 loss 0.5992 (327s)
+[2a_0.6B_sgd_wd0.1] step 500/800 loss 0.5570 (363s)
+[2a_0.6B_sgd_wd0.1] step 550/800 loss 0.5621 (398s)
+[2a_0.6B_sgd_wd0.1] step 600/800 loss 0.5551 (435s)
+[2a_0.6B_sgd_wd0.1] step 650/800 loss 0.5419 (470s)
+[2a_0.6B_sgd_wd0.1] step 700/800 loss 0.5538 (506s)
+[2a_0.6B_sgd_wd0.1] step 750/800 loss 0.5350 (541s)
+[2a_0.6B_sgd_wd0.1] step 800/800 loss 0.5314 (578s)
+[2a_0.6B_sgd_wd0.1] DONE in 579s -> runs/2a_0.6B_sgd_wd0.1

2a/2a_0.6B_sgd_wd0.1/meta.json

@@ -0,0 +1,2266 @@
+{
+ "n_states": 81,
+ "max_states": 84,
+ "n_params": 2293760,
+ "dtype": "float16",
+ "layout": "states x flat named_parameters (requires_grad only)",
+ "steps": [
+  0,
+  10,
+  20,
+  30,
+  40,
+  50,
+  60,
+  70,
+  80,
+  90,
+  100,
+  110,
+  120,
+  130,
+  140,
+  150,
+  160,
+  170,
+  180,
+  190,
+  200,
+  210,
+  220,
+  230,
+  240,
+  250,
+  260,
+  270,
+  280,
+  290,
+  300,
+  310,
+  320,
+  330,
+  340,
+  350,
+  360,
+  370,
+  380,
+  390,
+  400,
+  410,
+  420,
+  430,
+  440,
+  450,
+  460,
+  470,
+  480,
+  490,
+  500,
+  510,
+  520,
+  530,
+  540,
+  550,
+  560,
+  570,
+  580,
+  590,
+  600,
+  610,
+  620,
+  630,
+  640,
+  650,
+  660,
+  670,
+  680,
+  690,
+  700,
+  710,
+  720,
+  730,
+  740,
+  750,
+  760,
+  770,
+  780,
+  790,
+  800
+ ],
+ "param_specs": [
+  {
+   "name": "base_model.model.model.layers.0.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 0,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.0.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 8192,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.0.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 24576,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.0.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 32768,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.0.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 40960,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.0.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 49152,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.0.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 57344,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.0.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 73728,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.1.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 81920,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.1.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 90112,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.1.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 106496,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.1.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 114688,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.1.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 122880,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.1.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 131072,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.1.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 139264,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.1.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 155648,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.2.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 163840,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.2.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 172032,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.2.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 188416,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.2.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 196608,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.2.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 204800,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.2.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 212992,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.2.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 221184,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.2.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 237568,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.3.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 245760,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.3.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 253952,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.3.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 270336,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.3.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 278528,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.3.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 286720,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.3.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 294912,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.3.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 303104,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.3.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 319488,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.4.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 327680,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.4.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 335872,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.4.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 352256,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.4.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 360448,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.4.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 368640,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.4.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 376832,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.4.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 385024,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.4.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 401408,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.5.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 409600,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.5.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 417792,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.5.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 434176,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.5.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 442368,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.5.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 450560,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.5.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 458752,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.5.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 466944,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.5.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 483328,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.6.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 491520,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.6.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 499712,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.6.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 516096,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.6.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 524288,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.6.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 532480,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.6.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 540672,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.6.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 548864,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.6.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 565248,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.7.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 573440,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.7.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 581632,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.7.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 598016,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.7.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 606208,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.7.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 614400,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.7.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 622592,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.7.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 630784,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.7.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 647168,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.8.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 655360,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.8.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 663552,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.8.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 679936,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.8.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 688128,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.8.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 696320,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.8.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 704512,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.8.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 712704,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.8.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 729088,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.9.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 737280,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.9.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 745472,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.9.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 761856,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.9.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 770048,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.9.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 778240,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.9.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 786432,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.9.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 794624,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.9.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 811008,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.10.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 819200,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.10.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 827392,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.10.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 843776,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.10.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 851968,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.10.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 860160,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.10.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 868352,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.10.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 876544,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.10.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 892928,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.11.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 901120,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.11.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 909312,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.11.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 925696,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.11.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 933888,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.11.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 942080,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.11.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 950272,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.11.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 958464,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.11.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 974848,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.12.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 983040,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.12.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 991232,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.12.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1007616,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.12.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1015808,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.12.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1024000,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.12.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1032192,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.12.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1040384,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.12.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1056768,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.13.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1064960,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.13.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1073152,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.13.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1089536,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.13.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1097728,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.13.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1105920,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.13.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1114112,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.13.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1122304,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.13.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1138688,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.14.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1146880,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.14.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1155072,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.14.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1171456,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.14.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1179648,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.14.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1187840,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.14.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1196032,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.14.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1204224,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.14.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1220608,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.15.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1228800,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.15.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1236992,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.15.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1253376,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.15.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1261568,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.15.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1269760,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.15.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1277952,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.15.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1286144,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.15.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1302528,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.16.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1310720,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.16.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1318912,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.16.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1335296,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.16.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1343488,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.16.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1351680,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.16.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1359872,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.16.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1368064,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.16.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1384448,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.17.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1392640,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.17.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1400832,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.17.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1417216,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.17.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1425408,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.17.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1433600,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.17.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1441792,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.17.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1449984,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.17.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1466368,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.18.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1474560,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.18.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1482752,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.18.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1499136,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.18.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1507328,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.18.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1515520,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.18.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1523712,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.18.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1531904,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.18.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1548288,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.19.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1556480,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.19.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1564672,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.19.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1581056,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.19.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1589248,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.19.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1597440,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.19.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1605632,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.19.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1613824,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.19.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1630208,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.20.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1638400,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.20.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1646592,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.20.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1662976,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.20.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1671168,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.20.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1679360,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.20.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1687552,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.20.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1695744,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.20.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1712128,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.21.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1720320,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.21.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1728512,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.21.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1744896,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.21.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1753088,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.21.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1761280,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.21.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1769472,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.21.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1777664,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.21.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1794048,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.22.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1802240,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.22.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1810432,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.22.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1826816,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.22.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1835008,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.22.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1843200,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.22.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1851392,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.22.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1859584,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.22.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1875968,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.23.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1884160,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.23.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1892352,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.23.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1908736,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.23.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1916928,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.23.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1925120,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.23.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1933312,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.23.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1941504,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.23.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1957888,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.24.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1966080,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.24.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1974272,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.24.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1990656,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.24.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1998848,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.24.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 2007040,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.24.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2015232,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.24.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2023424,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.24.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2039808,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.25.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 2048000,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.25.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 2056192,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.25.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 2072576,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.25.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2080768,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.25.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 2088960,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.25.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2097152,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.25.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2105344,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.25.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2121728,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.26.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 2129920,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.26.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 2138112,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.26.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 2154496,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.26.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2162688,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.26.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 2170880,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.26.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2179072,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.26.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2187264,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.26.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2203648,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.27.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 2211840,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.27.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 2220032,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.27.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 2236416,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.27.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2244608,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.27.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 2252800,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.27.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2260992,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.27.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2269184,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.27.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2285568,
+   "numel": 8192
+  }
+ ],
+ "config": {
+  "run_id": "2a_0.6B_sgd_wd0.1",
+  "model_id": "Qwen/Qwen3-0.6B-Base",
+  "task": "gsm8k",
+  "seq_len": 512,
+  "batch_size": 8,
+  "grad_accum": 1,
+  "max_steps": 800,
+  "lora_r": 8,
+  "lora_alpha": null,
+  "targets": [
+   "q_proj",
+   "k_proj",
+   "v_proj",
+   "o_proj"
+  ],
+  "optimizer": "sgd",
+  "lr": 0.001,
+  "weight_decay": 0.1,
+  "betas": [
+   0.9,
+   0.999
+  ],
+  "grad_clip": 1.0,
+  "snapshot_every": 10,
+  "probe_every": 40,
+  "eval_every": 100,
+  "eval_batches": 8,
+  "seed": 17,
+  "data_seed": 17,
+  "warm_start": null,
+  "gauge_transform": "none",
+  "gauge_c": 4.0,
+  "gauge_seed": 0,
+  "save_warm_at": null,
+  "device": "auto",
+  "base_dtype": "auto",
+  "out_root": "runs"
+ },
+ "module_order": [
+  "base_model.model.model.layers.0.self_attn.k_proj",
+  "base_model.model.model.layers.0.self_attn.o_proj",
+  "base_model.model.model.layers.0.self_attn.q_proj",
+  "base_model.model.model.layers.0.self_attn.v_proj",
+  "base_model.model.model.layers.1.self_attn.k_proj",
+  "base_model.model.model.layers.1.self_attn.o_proj",
+  "base_model.model.model.layers.1.self_attn.q_proj",
+  "base_model.model.model.layers.1.self_attn.v_proj",
+  "base_model.model.model.layers.10.self_attn.k_proj",
+  "base_model.model.model.layers.10.self_attn.o_proj",
+  "base_model.model.model.layers.10.self_attn.q_proj",
+  "base_model.model.model.layers.10.self_attn.v_proj",
+  "base_model.model.model.layers.11.self_attn.k_proj",
+  "base_model.model.model.layers.11.self_attn.o_proj",
+  "base_model.model.model.layers.11.self_attn.q_proj",
+  "base_model.model.model.layers.11.self_attn.v_proj",
+  "base_model.model.model.layers.12.self_attn.k_proj",
+  "base_model.model.model.layers.12.self_attn.o_proj",
+  "base_model.model.model.layers.12.self_attn.q_proj",
+  "base_model.model.model.layers.12.self_attn.v_proj",
+  "base_model.model.model.layers.13.self_attn.k_proj",
+  "base_model.model.model.layers.13.self_attn.o_proj",
+  "base_model.model.model.layers.13.self_attn.q_proj",
+  "base_model.model.model.layers.13.self_attn.v_proj",
+  "base_model.model.model.layers.14.self_attn.k_proj",
+  "base_model.model.model.layers.14.self_attn.o_proj",
+  "base_model.model.model.layers.14.self_attn.q_proj",
+  "base_model.model.model.layers.14.self_attn.v_proj",
+  "base_model.model.model.layers.15.self_attn.k_proj",
+  "base_model.model.model.layers.15.self_attn.o_proj",
+  "base_model.model.model.layers.15.self_attn.q_proj",
+  "base_model.model.model.layers.15.self_attn.v_proj",
+  "base_model.model.model.layers.16.self_attn.k_proj",
+  "base_model.model.model.layers.16.self_attn.o_proj",
+  "base_model.model.model.layers.16.self_attn.q_proj",
+  "base_model.model.model.layers.16.self_attn.v_proj",
+  "base_model.model.model.layers.17.self_attn.k_proj",
+  "base_model.model.model.layers.17.self_attn.o_proj",
+  "base_model.model.model.layers.17.self_attn.q_proj",
+  "base_model.model.model.layers.17.self_attn.v_proj",
+  "base_model.model.model.layers.18.self_attn.k_proj",
+  "base_model.model.model.layers.18.self_attn.o_proj",
+  "base_model.model.model.layers.18.self_attn.q_proj",
+  "base_model.model.model.layers.18.self_attn.v_proj",
+  "base_model.model.model.layers.19.self_attn.k_proj",
+  "base_model.model.model.layers.19.self_attn.o_proj",
+  "base_model.model.model.layers.19.self_attn.q_proj",
+  "base_model.model.model.layers.19.self_attn.v_proj",
+  "base_model.model.model.layers.2.self_attn.k_proj",
+  "base_model.model.model.layers.2.self_attn.o_proj",
+  "base_model.model.model.layers.2.self_attn.q_proj",
+  "base_model.model.model.layers.2.self_attn.v_proj",
+  "base_model.model.model.layers.20.self_attn.k_proj",
+  "base_model.model.model.layers.20.self_attn.o_proj",
+  "base_model.model.model.layers.20.self_attn.q_proj",
+  "base_model.model.model.layers.20.self_attn.v_proj",
+  "base_model.model.model.layers.21.self_attn.k_proj",
+  "base_model.model.model.layers.21.self_attn.o_proj",
+  "base_model.model.model.layers.21.self_attn.q_proj",
+  "base_model.model.model.layers.21.self_attn.v_proj",
+  "base_model.model.model.layers.22.self_attn.k_proj",
+  "base_model.model.model.layers.22.self_attn.o_proj",
+  "base_model.model.model.layers.22.self_attn.q_proj",
+  "base_model.model.model.layers.22.self_attn.v_proj",
+  "base_model.model.model.layers.23.self_attn.k_proj",
+  "base_model.model.model.layers.23.self_attn.o_proj",
+  "base_model.model.model.layers.23.self_attn.q_proj",
+  "base_model.model.model.layers.23.self_attn.v_proj",
+  "base_model.model.model.layers.24.self_attn.k_proj",
+  "base_model.model.model.layers.24.self_attn.o_proj",
+  "base_model.model.model.layers.24.self_attn.q_proj",
+  "base_model.model.model.layers.24.self_attn.v_proj",
+  "base_model.model.model.layers.25.self_attn.k_proj",
+  "base_model.model.model.layers.25.self_attn.o_proj",
+  "base_model.model.model.layers.25.self_attn.q_proj",
+  "base_model.model.model.layers.25.self_attn.v_proj",
+  "base_model.model.model.layers.26.self_attn.k_proj",
+  "base_model.model.model.layers.26.self_attn.o_proj",
+  "base_model.model.model.layers.26.self_attn.q_proj",
+  "base_model.model.model.layers.26.self_attn.v_proj",
+  "base_model.model.model.layers.27.self_attn.k_proj",
+  "base_model.model.model.layers.27.self_attn.o_proj",
+  "base_model.model.model.layers.27.self_attn.q_proj",
+  "base_model.model.model.layers.27.self_attn.v_proj",
+  "base_model.model.model.layers.3.self_attn.k_proj",
+  "base_model.model.model.layers.3.self_attn.o_proj",
+  "base_model.model.model.layers.3.self_attn.q_proj",
+  "base_model.model.model.layers.3.self_attn.v_proj",
+  "base_model.model.model.layers.4.self_attn.k_proj",
+  "base_model.model.model.layers.4.self_attn.o_proj",
+  "base_model.model.model.layers.4.self_attn.q_proj",
+  "base_model.model.model.layers.4.self_attn.v_proj",
+  "base_model.model.model.layers.5.self_attn.k_proj",
+  "base_model.model.model.layers.5.self_attn.o_proj",
+  "base_model.model.model.layers.5.self_attn.q_proj",
+  "base_model.model.model.layers.5.self_attn.v_proj",
+  "base_model.model.model.layers.6.self_attn.k_proj",
+  "base_model.model.model.layers.6.self_attn.o_proj",
+  "base_model.model.model.layers.6.self_attn.q_proj",
+  "base_model.model.model.layers.6.self_attn.v_proj",
+  "base_model.model.model.layers.7.self_attn.k_proj",
+  "base_model.model.model.layers.7.self_attn.o_proj",
+  "base_model.model.model.layers.7.self_attn.q_proj",
+  "base_model.model.model.layers.7.self_attn.v_proj",
+  "base_model.model.model.layers.8.self_attn.k_proj",
+  "base_model.model.model.layers.8.self_attn.o_proj",
+  "base_model.model.model.layers.8.self_attn.q_proj",
+  "base_model.model.model.layers.8.self_attn.v_proj",
+  "base_model.model.model.layers.9.self_attn.k_proj",
+  "base_model.model.model.layers.9.self_attn.o_proj",
+  "base_model.model.model.layers.9.self_attn.q_proj",
+  "base_model.model.model.layers.9.self_attn.v_proj"
+ ],
+ "scale": 2.0,
+ "start_step": 0,
+ "torch": "2.7.1+cu128",
+ "device": "cuda",
+ "base_dtype": "torch.bfloat16"
+}

2a/2a_0.6B_sgd_wd0.1/metrics.npz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0d2bb4c566085872262425e51515b4a6c50ef165b8b7c986f65f7622aaf76d21
+size 730676

2a/2a_0.6B_sgd_wd0.1/trajectory.dat.zst

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:679b8c591da8ff43b20a59442cb691429ce44223cead3a480b5aa5e155e44093
+size 321377855

2a/2a_0.6B_sgd_wd0/config.json

@@ -0,0 +1,39 @@
+{
+ "run_id": "2a_0.6B_sgd_wd0",
+ "model_id": "Qwen/Qwen3-0.6B-Base",
+ "task": "gsm8k",
+ "seq_len": 512,
+ "batch_size": 8,
+ "grad_accum": 1,
+ "max_steps": 800,
+ "lora_r": 8,
+ "lora_alpha": null,
+ "targets": [
+  "q_proj",
+  "k_proj",
+  "v_proj",
+  "o_proj"
+ ],
+ "optimizer": "sgd",
+ "lr": 0.001,
+ "weight_decay": 0.0,
+ "betas": [
+  0.9,
+  0.999
+ ],
+ "grad_clip": 1.0,
+ "snapshot_every": 10,
+ "probe_every": 40,
+ "eval_every": 100,
+ "eval_batches": 8,
+ "seed": 17,
+ "data_seed": 17,
+ "warm_start": null,
+ "gauge_transform": "none",
+ "gauge_c": 4.0,
+ "gauge_seed": 0,
+ "save_warm_at": null,
+ "device": "auto",
+ "base_dtype": "auto",
+ "out_root": "runs"
+}

2a/2a_0.6B_sgd_wd0/log.txt

@@ -0,0 +1,21 @@
+Warning: You are sending unauthenticated requests to the HF Hub. Please set a HF_TOKEN to enable higher rate limits and faster downloads.
+
+Loading weights:   0%|          | 0/310 [00:00<?, ?it/s]
+Loading weights: 100%|██████████| 310/310 [00:00<00:00, 15255.77it/s]
+[2a_0.6B_sgd_wd0] step 50/800 loss 0.6618 (44s)
+[2a_0.6B_sgd_wd0] step 100/800 loss 0.6402 (80s)
+[2a_0.6B_sgd_wd0] step 150/800 loss 0.6303 (116s)
+[2a_0.6B_sgd_wd0] step 200/800 loss 0.6032 (153s)
+[2a_0.6B_sgd_wd0] step 250/800 loss 0.5930 (187s)
+[2a_0.6B_sgd_wd0] step 300/800 loss 0.5884 (224s)
+[2a_0.6B_sgd_wd0] step 350/800 loss 0.6008 (259s)
+[2a_0.6B_sgd_wd0] step 400/800 loss 0.5974 (296s)
+[2a_0.6B_sgd_wd0] step 450/800 loss 0.5943 (331s)
+[2a_0.6B_sgd_wd0] step 500/800 loss 0.5520 (367s)
+[2a_0.6B_sgd_wd0] step 550/800 loss 0.5565 (402s)
+[2a_0.6B_sgd_wd0] step 600/800 loss 0.5490 (439s)
+[2a_0.6B_sgd_wd0] step 650/800 loss 0.5349 (474s)
+[2a_0.6B_sgd_wd0] step 700/800 loss 0.5464 (511s)
+[2a_0.6B_sgd_wd0] step 750/800 loss 0.5274 (546s)
+[2a_0.6B_sgd_wd0] step 800/800 loss 0.5231 (583s)
+[2a_0.6B_sgd_wd0] DONE in 583s -> runs/2a_0.6B_sgd_wd0

2a/2a_0.6B_sgd_wd0/meta.json

@@ -0,0 +1,2266 @@
+{
+ "n_states": 81,
+ "max_states": 84,
+ "n_params": 2293760,
+ "dtype": "float16",
+ "layout": "states x flat named_parameters (requires_grad only)",
+ "steps": [
+  0,
+  10,
+  20,
+  30,
+  40,
+  50,
+  60,
+  70,
+  80,
+  90,
+  100,
+  110,
+  120,
+  130,
+  140,
+  150,
+  160,
+  170,
+  180,
+  190,
+  200,
+  210,
+  220,
+  230,
+  240,
+  250,
+  260,
+  270,
+  280,
+  290,
+  300,
+  310,
+  320,
+  330,
+  340,
+  350,
+  360,
+  370,
+  380,
+  390,
+  400,
+  410,
+  420,
+  430,
+  440,
+  450,
+  460,
+  470,
+  480,
+  490,
+  500,
+  510,
+  520,
+  530,
+  540,
+  550,
+  560,
+  570,
+  580,
+  590,
+  600,
+  610,
+  620,
+  630,
+  640,
+  650,
+  660,
+  670,
+  680,
+  690,
+  700,
+  710,
+  720,
+  730,
+  740,
+  750,
+  760,
+  770,
+  780,
+  790,
+  800
+ ],
+ "param_specs": [
+  {
+   "name": "base_model.model.model.layers.0.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 0,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.0.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 8192,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.0.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 24576,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.0.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 32768,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.0.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 40960,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.0.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 49152,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.0.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 57344,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.0.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 73728,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.1.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 81920,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.1.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 90112,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.1.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 106496,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.1.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 114688,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.1.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 122880,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.1.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 131072,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.1.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 139264,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.1.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 155648,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.2.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 163840,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.2.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 172032,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.2.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 188416,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.2.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 196608,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.2.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 204800,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.2.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 212992,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.2.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 221184,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.2.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 237568,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.3.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 245760,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.3.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 253952,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.3.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 270336,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.3.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 278528,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.3.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 286720,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.3.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 294912,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.3.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 303104,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.3.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 319488,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.4.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 327680,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.4.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 335872,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.4.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 352256,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.4.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 360448,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.4.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 368640,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.4.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 376832,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.4.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 385024,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.4.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 401408,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.5.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 409600,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.5.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 417792,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.5.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 434176,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.5.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 442368,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.5.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 450560,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.5.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 458752,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.5.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 466944,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.5.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 483328,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.6.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 491520,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.6.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 499712,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.6.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 516096,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.6.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 524288,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.6.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 532480,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.6.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 540672,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.6.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 548864,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.6.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 565248,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.7.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 573440,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.7.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 581632,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.7.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 598016,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.7.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 606208,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.7.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 614400,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.7.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 622592,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.7.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 630784,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.7.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 647168,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.8.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 655360,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.8.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 663552,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.8.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 679936,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.8.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 688128,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.8.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 696320,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.8.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 704512,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.8.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 712704,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.8.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 729088,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.9.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 737280,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.9.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 745472,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.9.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 761856,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.9.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 770048,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.9.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 778240,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.9.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 786432,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.9.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 794624,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.9.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 811008,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.10.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 819200,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.10.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 827392,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.10.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 843776,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.10.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 851968,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.10.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 860160,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.10.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 868352,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.10.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 876544,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.10.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 892928,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.11.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 901120,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.11.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 909312,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.11.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 925696,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.11.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 933888,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.11.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 942080,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.11.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 950272,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.11.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 958464,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.11.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 974848,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.12.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 983040,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.12.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 991232,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.12.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1007616,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.12.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1015808,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.12.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1024000,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.12.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1032192,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.12.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1040384,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.12.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1056768,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.13.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1064960,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.13.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1073152,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.13.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1089536,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.13.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1097728,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.13.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1105920,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.13.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1114112,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.13.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1122304,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.13.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1138688,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.14.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1146880,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.14.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1155072,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.14.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1171456,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.14.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1179648,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.14.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1187840,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.14.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1196032,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.14.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1204224,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.14.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1220608,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.15.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1228800,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.15.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1236992,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.15.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1253376,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.15.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1261568,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.15.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1269760,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.15.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1277952,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.15.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1286144,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.15.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1302528,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.16.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1310720,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.16.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1318912,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.16.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1335296,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.16.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1343488,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.16.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1351680,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.16.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1359872,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.16.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1368064,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.16.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1384448,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.17.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1392640,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.17.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1400832,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.17.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1417216,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.17.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1425408,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.17.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1433600,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.17.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1441792,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.17.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1449984,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.17.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1466368,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.18.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1474560,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.18.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1482752,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.18.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1499136,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.18.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1507328,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.18.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1515520,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.18.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1523712,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.18.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1531904,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.18.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1548288,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.19.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1556480,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.19.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1564672,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.19.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1581056,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.19.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1589248,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.19.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1597440,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.19.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1605632,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.19.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1613824,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.19.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1630208,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.20.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1638400,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.20.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1646592,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.20.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1662976,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.20.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1671168,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.20.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1679360,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.20.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1687552,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.20.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1695744,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.20.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1712128,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.21.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1720320,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.21.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1728512,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.21.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1744896,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.21.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1753088,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.21.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1761280,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.21.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1769472,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.21.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1777664,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.21.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1794048,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.22.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1802240,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.22.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1810432,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.22.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1826816,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.22.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1835008,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.22.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1843200,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.22.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1851392,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.22.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1859584,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.22.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1875968,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.23.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1884160,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.23.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1892352,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.23.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1908736,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.23.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1916928,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.23.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1925120,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.23.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1933312,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.23.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1941504,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.23.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1957888,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.24.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1966080,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.24.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1974272,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.24.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1990656,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.24.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1998848,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.24.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 2007040,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.24.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2015232,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.24.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2023424,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.24.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2039808,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.25.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 2048000,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.25.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 2056192,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.25.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 2072576,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.25.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2080768,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.25.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 2088960,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.25.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2097152,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.25.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2105344,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.25.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2121728,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.26.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 2129920,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.26.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 2138112,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.26.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 2154496,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.26.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2162688,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.26.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 2170880,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.26.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2179072,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.26.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2187264,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.26.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2203648,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.27.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 2211840,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.27.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 2220032,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.27.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 2236416,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.27.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2244608,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.27.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 2252800,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.27.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2260992,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.27.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2269184,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.27.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2285568,
+   "numel": 8192
+  }
+ ],
+ "config": {
+  "run_id": "2a_0.6B_sgd_wd0",
+  "model_id": "Qwen/Qwen3-0.6B-Base",
+  "task": "gsm8k",
+  "seq_len": 512,
+  "batch_size": 8,
+  "grad_accum": 1,
+  "max_steps": 800,
+  "lora_r": 8,
+  "lora_alpha": null,
+  "targets": [
+   "q_proj",
+   "k_proj",
+   "v_proj",
+   "o_proj"
+  ],
+  "optimizer": "sgd",
+  "lr": 0.001,
+  "weight_decay": 0.0,
+  "betas": [
+   0.9,
+   0.999
+  ],
+  "grad_clip": 1.0,
+  "snapshot_every": 10,
+  "probe_every": 40,
+  "eval_every": 100,
+  "eval_batches": 8,
+  "seed": 17,
+  "data_seed": 17,
+  "warm_start": null,
+  "gauge_transform": "none",
+  "gauge_c": 4.0,
+  "gauge_seed": 0,
+  "save_warm_at": null,
+  "device": "auto",
+  "base_dtype": "auto",
+  "out_root": "runs"
+ },
+ "module_order": [
+  "base_model.model.model.layers.0.self_attn.k_proj",
+  "base_model.model.model.layers.0.self_attn.o_proj",
+  "base_model.model.model.layers.0.self_attn.q_proj",
+  "base_model.model.model.layers.0.self_attn.v_proj",
+  "base_model.model.model.layers.1.self_attn.k_proj",
+  "base_model.model.model.layers.1.self_attn.o_proj",
+  "base_model.model.model.layers.1.self_attn.q_proj",
+  "base_model.model.model.layers.1.self_attn.v_proj",
+  "base_model.model.model.layers.10.self_attn.k_proj",
+  "base_model.model.model.layers.10.self_attn.o_proj",
+  "base_model.model.model.layers.10.self_attn.q_proj",
+  "base_model.model.model.layers.10.self_attn.v_proj",
+  "base_model.model.model.layers.11.self_attn.k_proj",
+  "base_model.model.model.layers.11.self_attn.o_proj",
+  "base_model.model.model.layers.11.self_attn.q_proj",
+  "base_model.model.model.layers.11.self_attn.v_proj",
+  "base_model.model.model.layers.12.self_attn.k_proj",
+  "base_model.model.model.layers.12.self_attn.o_proj",
+  "base_model.model.model.layers.12.self_attn.q_proj",
+  "base_model.model.model.layers.12.self_attn.v_proj",
+  "base_model.model.model.layers.13.self_attn.k_proj",
+  "base_model.model.model.layers.13.self_attn.o_proj",
+  "base_model.model.model.layers.13.self_attn.q_proj",
+  "base_model.model.model.layers.13.self_attn.v_proj",
+  "base_model.model.model.layers.14.self_attn.k_proj",
+  "base_model.model.model.layers.14.self_attn.o_proj",
+  "base_model.model.model.layers.14.self_attn.q_proj",
+  "base_model.model.model.layers.14.self_attn.v_proj",
+  "base_model.model.model.layers.15.self_attn.k_proj",
+  "base_model.model.model.layers.15.self_attn.o_proj",
+  "base_model.model.model.layers.15.self_attn.q_proj",
+  "base_model.model.model.layers.15.self_attn.v_proj",
+  "base_model.model.model.layers.16.self_attn.k_proj",
+  "base_model.model.model.layers.16.self_attn.o_proj",
+  "base_model.model.model.layers.16.self_attn.q_proj",
+  "base_model.model.model.layers.16.self_attn.v_proj",
+  "base_model.model.model.layers.17.self_attn.k_proj",
+  "base_model.model.model.layers.17.self_attn.o_proj",
+  "base_model.model.model.layers.17.self_attn.q_proj",
+  "base_model.model.model.layers.17.self_attn.v_proj",
+  "base_model.model.model.layers.18.self_attn.k_proj",
+  "base_model.model.model.layers.18.self_attn.o_proj",
+  "base_model.model.model.layers.18.self_attn.q_proj",
+  "base_model.model.model.layers.18.self_attn.v_proj",
+  "base_model.model.model.layers.19.self_attn.k_proj",
+  "base_model.model.model.layers.19.self_attn.o_proj",
+  "base_model.model.model.layers.19.self_attn.q_proj",
+  "base_model.model.model.layers.19.self_attn.v_proj",
+  "base_model.model.model.layers.2.self_attn.k_proj",
+  "base_model.model.model.layers.2.self_attn.o_proj",
+  "base_model.model.model.layers.2.self_attn.q_proj",
+  "base_model.model.model.layers.2.self_attn.v_proj",
+  "base_model.model.model.layers.20.self_attn.k_proj",
+  "base_model.model.model.layers.20.self_attn.o_proj",
+  "base_model.model.model.layers.20.self_attn.q_proj",
+  "base_model.model.model.layers.20.self_attn.v_proj",
+  "base_model.model.model.layers.21.self_attn.k_proj",
+  "base_model.model.model.layers.21.self_attn.o_proj",
+  "base_model.model.model.layers.21.self_attn.q_proj",
+  "base_model.model.model.layers.21.self_attn.v_proj",
+  "base_model.model.model.layers.22.self_attn.k_proj",
+  "base_model.model.model.layers.22.self_attn.o_proj",
+  "base_model.model.model.layers.22.self_attn.q_proj",
+  "base_model.model.model.layers.22.self_attn.v_proj",
+  "base_model.model.model.layers.23.self_attn.k_proj",
+  "base_model.model.model.layers.23.self_attn.o_proj",
+  "base_model.model.model.layers.23.self_attn.q_proj",
+  "base_model.model.model.layers.23.self_attn.v_proj",
+  "base_model.model.model.layers.24.self_attn.k_proj",
+  "base_model.model.model.layers.24.self_attn.o_proj",
+  "base_model.model.model.layers.24.self_attn.q_proj",
+  "base_model.model.model.layers.24.self_attn.v_proj",
+  "base_model.model.model.layers.25.self_attn.k_proj",
+  "base_model.model.model.layers.25.self_attn.o_proj",
+  "base_model.model.model.layers.25.self_attn.q_proj",
+  "base_model.model.model.layers.25.self_attn.v_proj",
+  "base_model.model.model.layers.26.self_attn.k_proj",
+  "base_model.model.model.layers.26.self_attn.o_proj",
+  "base_model.model.model.layers.26.self_attn.q_proj",
+  "base_model.model.model.layers.26.self_attn.v_proj",
+  "base_model.model.model.layers.27.self_attn.k_proj",
+  "base_model.model.model.layers.27.self_attn.o_proj",
+  "base_model.model.model.layers.27.self_attn.q_proj",
+  "base_model.model.model.layers.27.self_attn.v_proj",
+  "base_model.model.model.layers.3.self_attn.k_proj",
+  "base_model.model.model.layers.3.self_attn.o_proj",
+  "base_model.model.model.layers.3.self_attn.q_proj",
+  "base_model.model.model.layers.3.self_attn.v_proj",
+  "base_model.model.model.layers.4.self_attn.k_proj",
+  "base_model.model.model.layers.4.self_attn.o_proj",
+  "base_model.model.model.layers.4.self_attn.q_proj",
+  "base_model.model.model.layers.4.self_attn.v_proj",
+  "base_model.model.model.layers.5.self_attn.k_proj",
+  "base_model.model.model.layers.5.self_attn.o_proj",
+  "base_model.model.model.layers.5.self_attn.q_proj",
+  "base_model.model.model.layers.5.self_attn.v_proj",
+  "base_model.model.model.layers.6.self_attn.k_proj",
+  "base_model.model.model.layers.6.self_attn.o_proj",
+  "base_model.model.model.layers.6.self_attn.q_proj",
+  "base_model.model.model.layers.6.self_attn.v_proj",
+  "base_model.model.model.layers.7.self_attn.k_proj",
+  "base_model.model.model.layers.7.self_attn.o_proj",
+  "base_model.model.model.layers.7.self_attn.q_proj",
+  "base_model.model.model.layers.7.self_attn.v_proj",
+  "base_model.model.model.layers.8.self_attn.k_proj",
+  "base_model.model.model.layers.8.self_attn.o_proj",
+  "base_model.model.model.layers.8.self_attn.q_proj",
+  "base_model.model.model.layers.8.self_attn.v_proj",
+  "base_model.model.model.layers.9.self_attn.k_proj",
+  "base_model.model.model.layers.9.self_attn.o_proj",
+  "base_model.model.model.layers.9.self_attn.q_proj",
+  "base_model.model.model.layers.9.self_attn.v_proj"
+ ],
+ "scale": 2.0,
+ "start_step": 0,
+ "torch": "2.7.1+cu128",
+ "device": "cuda",
+ "base_dtype": "torch.bfloat16"
+}

2a/2a_0.6B_sgd_wd0/metrics.npz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:42900cd3a17b0998731c8299bebeed184c84021bab9603024a253f3caaacb6b5
+size 692942

2a/2a_0.6B_sgd_wd0/trajectory.dat.zst

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:48376696c7f258b6dcd85fbf8de317484f0437cadcde9e810d91d3c54e4e03d5
+size 312910884

2a/2a_0.6B_sgd_wd1/config.json

@@ -0,0 +1,39 @@
+{
+ "run_id": "2a_0.6B_sgd_wd1",
+ "model_id": "Qwen/Qwen3-0.6B-Base",
+ "task": "gsm8k",
+ "seq_len": 512,
+ "batch_size": 8,
+ "grad_accum": 1,
+ "max_steps": 800,
+ "lora_r": 8,
+ "lora_alpha": null,
+ "targets": [
+  "q_proj",
+  "k_proj",
+  "v_proj",
+  "o_proj"
+ ],
+ "optimizer": "sgd",
+ "lr": 0.001,
+ "weight_decay": 1.0,
+ "betas": [
+  0.9,
+  0.999
+ ],
+ "grad_clip": 1.0,
+ "snapshot_every": 10,
+ "probe_every": 40,
+ "eval_every": 100,
+ "eval_batches": 8,
+ "seed": 17,
+ "data_seed": 17,
+ "warm_start": null,
+ "gauge_transform": "none",
+ "gauge_c": 4.0,
+ "gauge_seed": 0,
+ "save_warm_at": null,
+ "device": "auto",
+ "base_dtype": "auto",
+ "out_root": "runs"
+}

2a/2a_0.6B_sgd_wd1/log.txt

@@ -0,0 +1,20 @@
+
+Loading weights:   0%|          | 0/310 [00:00<?, ?it/s]
+Loading weights: 100%|██████████| 310/310 [00:00<00:00, 16193.62it/s]
+[2a_0.6B_sgd_wd1] step 50/800 loss 0.6624 (39s)
+[2a_0.6B_sgd_wd1] step 100/800 loss 0.6437 (76s)
+[2a_0.6B_sgd_wd1] step 150/800 loss 0.6375 (111s)
+[2a_0.6B_sgd_wd1] step 200/800 loss 0.6152 (148s)
+[2a_0.6B_sgd_wd1] step 250/800 loss 0.6106 (183s)
+[2a_0.6B_sgd_wd1] step 300/800 loss 0.6115 (220s)
+[2a_0.6B_sgd_wd1] step 350/800 loss 0.6301 (255s)
+[2a_0.6B_sgd_wd1] step 400/800 loss 0.6327 (292s)
+[2a_0.6B_sgd_wd1] step 450/800 loss 0.6360 (327s)
+[2a_0.6B_sgd_wd1] step 500/800 loss 0.5952 (363s)
+[2a_0.6B_sgd_wd1] step 550/800 loss 0.6052 (398s)
+[2a_0.6B_sgd_wd1] step 600/800 loss 0.6026 (435s)
+[2a_0.6B_sgd_wd1] step 650/800 loss 0.5960 (470s)
+[2a_0.6B_sgd_wd1] step 700/800 loss 0.6110 (507s)
+[2a_0.6B_sgd_wd1] step 750/800 loss 0.5942 (542s)
+[2a_0.6B_sgd_wd1] step 800/800 loss 0.5973 (579s)
+[2a_0.6B_sgd_wd1] DONE in 579s -> runs/2a_0.6B_sgd_wd1

2a/2a_0.6B_sgd_wd1/meta.json

@@ -0,0 +1,2266 @@
+{
+ "n_states": 81,
+ "max_states": 84,
+ "n_params": 2293760,
+ "dtype": "float16",
+ "layout": "states x flat named_parameters (requires_grad only)",
+ "steps": [
+  0,
+  10,
+  20,
+  30,
+  40,
+  50,
+  60,
+  70,
+  80,
+  90,
+  100,
+  110,
+  120,
+  130,
+  140,
+  150,
+  160,
+  170,
+  180,
+  190,
+  200,
+  210,
+  220,
+  230,
+  240,
+  250,
+  260,
+  270,
+  280,
+  290,
+  300,
+  310,
+  320,
+  330,
+  340,
+  350,
+  360,
+  370,
+  380,
+  390,
+  400,
+  410,
+  420,
+  430,
+  440,
+  450,
+  460,
+  470,
+  480,
+  490,
+  500,
+  510,
+  520,
+  530,
+  540,
+  550,
+  560,
+  570,
+  580,
+  590,
+  600,
+  610,
+  620,
+  630,
+  640,
+  650,
+  660,
+  670,
+  680,
+  690,
+  700,
+  710,
+  720,
+  730,
+  740,
+  750,
+  760,
+  770,
+  780,
+  790,
+  800
+ ],
+ "param_specs": [
+  {
+   "name": "base_model.model.model.layers.0.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 0,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.0.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 8192,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.0.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 24576,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.0.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 32768,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.0.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 40960,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.0.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 49152,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.0.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 57344,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.0.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 73728,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.1.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 81920,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.1.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 90112,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.1.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 106496,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.1.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 114688,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.1.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 122880,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.1.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 131072,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.1.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 139264,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.1.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 155648,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.2.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 163840,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.2.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 172032,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.2.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 188416,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.2.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 196608,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.2.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 204800,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.2.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 212992,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.2.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 221184,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.2.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 237568,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.3.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 245760,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.3.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 253952,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.3.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 270336,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.3.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 278528,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.3.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 286720,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.3.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 294912,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.3.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 303104,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.3.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 319488,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.4.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 327680,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.4.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 335872,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.4.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 352256,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.4.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 360448,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.4.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 368640,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.4.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 376832,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.4.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 385024,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.4.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 401408,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.5.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 409600,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.5.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 417792,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.5.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 434176,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.5.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 442368,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.5.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 450560,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.5.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 458752,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.5.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 466944,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.5.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 483328,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.6.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 491520,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.6.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 499712,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.6.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 516096,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.6.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 524288,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.6.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 532480,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.6.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 540672,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.6.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 548864,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.6.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 565248,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.7.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 573440,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.7.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 581632,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.7.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 598016,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.7.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 606208,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.7.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 614400,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.7.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 622592,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.7.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 630784,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.7.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 647168,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.8.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 655360,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.8.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 663552,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.8.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 679936,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.8.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 688128,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.8.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 696320,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.8.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 704512,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.8.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 712704,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.8.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 729088,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.9.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 737280,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.9.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 745472,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.9.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 761856,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.9.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 770048,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.9.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 778240,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.9.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 786432,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.9.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 794624,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.9.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 811008,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.10.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 819200,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.10.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 827392,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.10.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 843776,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.10.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 851968,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.10.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 860160,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.10.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 868352,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.10.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 876544,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.10.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 892928,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.11.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 901120,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.11.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 909312,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.11.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 925696,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.11.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 933888,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.11.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 942080,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.11.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 950272,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.11.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 958464,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.11.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 974848,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.12.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 983040,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.12.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 991232,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.12.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1007616,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.12.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1015808,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.12.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1024000,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.12.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1032192,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.12.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1040384,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.12.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1056768,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.13.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1064960,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.13.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1073152,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.13.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1089536,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.13.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1097728,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.13.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1105920,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.13.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1114112,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.13.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1122304,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.13.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1138688,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.14.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1146880,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.14.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1155072,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.14.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1171456,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.14.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1179648,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.14.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1187840,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.14.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1196032,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.14.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1204224,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.14.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1220608,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.15.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1228800,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.15.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1236992,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.15.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1253376,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.15.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1261568,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.15.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1269760,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.15.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1277952,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.15.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1286144,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.15.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1302528,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.16.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1310720,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.16.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1318912,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.16.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1335296,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.16.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1343488,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.16.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1351680,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.16.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1359872,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.16.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1368064,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.16.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1384448,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.17.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1392640,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.17.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1400832,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.17.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1417216,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.17.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1425408,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.17.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1433600,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.17.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1441792,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.17.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1449984,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.17.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1466368,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.18.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1474560,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.18.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1482752,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.18.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1499136,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.18.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1507328,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.18.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1515520,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.18.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1523712,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.18.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1531904,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.18.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1548288,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.19.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1556480,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.19.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1564672,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.19.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1581056,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.19.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1589248,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.19.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1597440,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.19.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1605632,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.19.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1613824,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.19.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1630208,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.20.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1638400,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.20.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1646592,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.20.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1662976,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.20.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1671168,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.20.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1679360,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.20.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1687552,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.20.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1695744,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.20.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1712128,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.21.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1720320,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.21.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1728512,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.21.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1744896,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.21.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1753088,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.21.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1761280,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.21.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1769472,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.21.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1777664,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.21.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1794048,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.22.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1802240,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.22.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1810432,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.22.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1826816,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.22.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1835008,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.22.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1843200,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.22.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1851392,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.22.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1859584,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.22.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1875968,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.23.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1884160,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.23.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1892352,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.23.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1908736,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.23.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1916928,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.23.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1925120,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.23.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1933312,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.23.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1941504,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.23.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1957888,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.24.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1966080,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.24.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1974272,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.24.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 1990656,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.24.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1998848,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.24.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 2007040,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.24.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2015232,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.24.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2023424,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.24.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2039808,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.25.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 2048000,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.25.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 2056192,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.25.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 2072576,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.25.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2080768,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.25.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 2088960,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.25.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2097152,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.25.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2105344,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.25.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2121728,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.26.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 2129920,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.26.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 2138112,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.26.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 2154496,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.26.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2162688,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.26.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 2170880,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.26.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2179072,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.26.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2187264,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.26.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2203648,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.27.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 2211840,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.27.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 2220032,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.27.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 2236416,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.27.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2244608,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.27.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    1024
+   ],
+   "offset": 2252800,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.27.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2260992,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.27.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2269184,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.27.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2285568,
+   "numel": 8192
+  }
+ ],
+ "config": {
+  "run_id": "2a_0.6B_sgd_wd1",
+  "model_id": "Qwen/Qwen3-0.6B-Base",
+  "task": "gsm8k",
+  "seq_len": 512,
+  "batch_size": 8,
+  "grad_accum": 1,
+  "max_steps": 800,
+  "lora_r": 8,
+  "lora_alpha": null,
+  "targets": [
+   "q_proj",
+   "k_proj",
+   "v_proj",
+   "o_proj"
+  ],
+  "optimizer": "sgd",
+  "lr": 0.001,
+  "weight_decay": 1.0,
+  "betas": [
+   0.9,
+   0.999
+  ],
+  "grad_clip": 1.0,
+  "snapshot_every": 10,
+  "probe_every": 40,
+  "eval_every": 100,
+  "eval_batches": 8,
+  "seed": 17,
+  "data_seed": 17,
+  "warm_start": null,
+  "gauge_transform": "none",
+  "gauge_c": 4.0,
+  "gauge_seed": 0,
+  "save_warm_at": null,
+  "device": "auto",
+  "base_dtype": "auto",
+  "out_root": "runs"
+ },
+ "module_order": [
+  "base_model.model.model.layers.0.self_attn.k_proj",
+  "base_model.model.model.layers.0.self_attn.o_proj",
+  "base_model.model.model.layers.0.self_attn.q_proj",
+  "base_model.model.model.layers.0.self_attn.v_proj",
+  "base_model.model.model.layers.1.self_attn.k_proj",
+  "base_model.model.model.layers.1.self_attn.o_proj",
+  "base_model.model.model.layers.1.self_attn.q_proj",
+  "base_model.model.model.layers.1.self_attn.v_proj",
+  "base_model.model.model.layers.10.self_attn.k_proj",
+  "base_model.model.model.layers.10.self_attn.o_proj",
+  "base_model.model.model.layers.10.self_attn.q_proj",
+  "base_model.model.model.layers.10.self_attn.v_proj",
+  "base_model.model.model.layers.11.self_attn.k_proj",
+  "base_model.model.model.layers.11.self_attn.o_proj",
+  "base_model.model.model.layers.11.self_attn.q_proj",
+  "base_model.model.model.layers.11.self_attn.v_proj",
+  "base_model.model.model.layers.12.self_attn.k_proj",
+  "base_model.model.model.layers.12.self_attn.o_proj",
+  "base_model.model.model.layers.12.self_attn.q_proj",
+  "base_model.model.model.layers.12.self_attn.v_proj",
+  "base_model.model.model.layers.13.self_attn.k_proj",
+  "base_model.model.model.layers.13.self_attn.o_proj",
+  "base_model.model.model.layers.13.self_attn.q_proj",
+  "base_model.model.model.layers.13.self_attn.v_proj",
+  "base_model.model.model.layers.14.self_attn.k_proj",
+  "base_model.model.model.layers.14.self_attn.o_proj",
+  "base_model.model.model.layers.14.self_attn.q_proj",
+  "base_model.model.model.layers.14.self_attn.v_proj",
+  "base_model.model.model.layers.15.self_attn.k_proj",
+  "base_model.model.model.layers.15.self_attn.o_proj",
+  "base_model.model.model.layers.15.self_attn.q_proj",
+  "base_model.model.model.layers.15.self_attn.v_proj",
+  "base_model.model.model.layers.16.self_attn.k_proj",
+  "base_model.model.model.layers.16.self_attn.o_proj",
+  "base_model.model.model.layers.16.self_attn.q_proj",
+  "base_model.model.model.layers.16.self_attn.v_proj",
+  "base_model.model.model.layers.17.self_attn.k_proj",
+  "base_model.model.model.layers.17.self_attn.o_proj",
+  "base_model.model.model.layers.17.self_attn.q_proj",
+  "base_model.model.model.layers.17.self_attn.v_proj",
+  "base_model.model.model.layers.18.self_attn.k_proj",
+  "base_model.model.model.layers.18.self_attn.o_proj",
+  "base_model.model.model.layers.18.self_attn.q_proj",
+  "base_model.model.model.layers.18.self_attn.v_proj",
+  "base_model.model.model.layers.19.self_attn.k_proj",
+  "base_model.model.model.layers.19.self_attn.o_proj",
+  "base_model.model.model.layers.19.self_attn.q_proj",
+  "base_model.model.model.layers.19.self_attn.v_proj",
+  "base_model.model.model.layers.2.self_attn.k_proj",
+  "base_model.model.model.layers.2.self_attn.o_proj",
+  "base_model.model.model.layers.2.self_attn.q_proj",
+  "base_model.model.model.layers.2.self_attn.v_proj",
+  "base_model.model.model.layers.20.self_attn.k_proj",
+  "base_model.model.model.layers.20.self_attn.o_proj",
+  "base_model.model.model.layers.20.self_attn.q_proj",
+  "base_model.model.model.layers.20.self_attn.v_proj",
+  "base_model.model.model.layers.21.self_attn.k_proj",
+  "base_model.model.model.layers.21.self_attn.o_proj",
+  "base_model.model.model.layers.21.self_attn.q_proj",
+  "base_model.model.model.layers.21.self_attn.v_proj",
+  "base_model.model.model.layers.22.self_attn.k_proj",
+  "base_model.model.model.layers.22.self_attn.o_proj",
+  "base_model.model.model.layers.22.self_attn.q_proj",
+  "base_model.model.model.layers.22.self_attn.v_proj",
+  "base_model.model.model.layers.23.self_attn.k_proj",
+  "base_model.model.model.layers.23.self_attn.o_proj",
+  "base_model.model.model.layers.23.self_attn.q_proj",
+  "base_model.model.model.layers.23.self_attn.v_proj",
+  "base_model.model.model.layers.24.self_attn.k_proj",
+  "base_model.model.model.layers.24.self_attn.o_proj",
+  "base_model.model.model.layers.24.self_attn.q_proj",
+  "base_model.model.model.layers.24.self_attn.v_proj",
+  "base_model.model.model.layers.25.self_attn.k_proj",
+  "base_model.model.model.layers.25.self_attn.o_proj",
+  "base_model.model.model.layers.25.self_attn.q_proj",
+  "base_model.model.model.layers.25.self_attn.v_proj",
+  "base_model.model.model.layers.26.self_attn.k_proj",
+  "base_model.model.model.layers.26.self_attn.o_proj",
+  "base_model.model.model.layers.26.self_attn.q_proj",
+  "base_model.model.model.layers.26.self_attn.v_proj",
+  "base_model.model.model.layers.27.self_attn.k_proj",
+  "base_model.model.model.layers.27.self_attn.o_proj",
+  "base_model.model.model.layers.27.self_attn.q_proj",
+  "base_model.model.model.layers.27.self_attn.v_proj",
+  "base_model.model.model.layers.3.self_attn.k_proj",
+  "base_model.model.model.layers.3.self_attn.o_proj",
+  "base_model.model.model.layers.3.self_attn.q_proj",
+  "base_model.model.model.layers.3.self_attn.v_proj",
+  "base_model.model.model.layers.4.self_attn.k_proj",
+  "base_model.model.model.layers.4.self_attn.o_proj",
+  "base_model.model.model.layers.4.self_attn.q_proj",
+  "base_model.model.model.layers.4.self_attn.v_proj",
+  "base_model.model.model.layers.5.self_attn.k_proj",
+  "base_model.model.model.layers.5.self_attn.o_proj",
+  "base_model.model.model.layers.5.self_attn.q_proj",
+  "base_model.model.model.layers.5.self_attn.v_proj",
+  "base_model.model.model.layers.6.self_attn.k_proj",
+  "base_model.model.model.layers.6.self_attn.o_proj",
+  "base_model.model.model.layers.6.self_attn.q_proj",
+  "base_model.model.model.layers.6.self_attn.v_proj",
+  "base_model.model.model.layers.7.self_attn.k_proj",
+  "base_model.model.model.layers.7.self_attn.o_proj",
+  "base_model.model.model.layers.7.self_attn.q_proj",
+  "base_model.model.model.layers.7.self_attn.v_proj",
+  "base_model.model.model.layers.8.self_attn.k_proj",
+  "base_model.model.model.layers.8.self_attn.o_proj",
+  "base_model.model.model.layers.8.self_attn.q_proj",
+  "base_model.model.model.layers.8.self_attn.v_proj",
+  "base_model.model.model.layers.9.self_attn.k_proj",
+  "base_model.model.model.layers.9.self_attn.o_proj",
+  "base_model.model.model.layers.9.self_attn.q_proj",
+  "base_model.model.model.layers.9.self_attn.v_proj"
+ ],
+ "scale": 2.0,
+ "start_step": 0,
+ "torch": "2.7.1+cu128",
+ "device": "cuda",
+ "base_dtype": "torch.bfloat16"
+}

2a/2a_0.6B_sgd_wd1/metrics.npz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cfc056b6ac9a3a502f8cc1c1d1ec1ef6df9b45b20d9a2061bc892fea59f90ff0
+size 726426

2a/2a_0.6B_sgd_wd1/trajectory.dat.zst

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:514c60807ec00a59631d881483ac7ac408438675cf1eaa925a4228c213d2bd69
+size 318893801

2a/2a_1.7B_adamw_wd0.01/config.json

@@ -0,0 +1,39 @@
+{
+ "run_id": "2a_1.7B_adamw_wd0.01",
+ "model_id": "Qwen/Qwen3-1.7B-Base",
+ "task": "gsm8k",
+ "seq_len": 512,
+ "batch_size": 8,
+ "grad_accum": 1,
+ "max_steps": 800,
+ "lora_r": 8,
+ "lora_alpha": null,
+ "targets": [
+  "q_proj",
+  "k_proj",
+  "v_proj",
+  "o_proj"
+ ],
+ "optimizer": "adamw",
+ "lr": 0.0002,
+ "weight_decay": 0.01,
+ "betas": [
+  0.9,
+  0.999
+ ],
+ "grad_clip": 1.0,
+ "snapshot_every": 10,
+ "probe_every": 40,
+ "eval_every": 100,
+ "eval_batches": 8,
+ "seed": 17,
+ "data_seed": 17,
+ "warm_start": null,
+ "gauge_transform": "none",
+ "gauge_c": 4.0,
+ "gauge_seed": 0,
+ "save_warm_at": null,
+ "device": "auto",
+ "base_dtype": "auto",
+ "out_root": "runs"
+}

2a/2a_1.7B_adamw_wd0.01/log.txt

@@ -0,0 +1,29 @@
+Warning: You are sending unauthenticated requests to the HF Hub. Please set a HF_TOKEN to enable higher rate limits and faster downloads.
+
+Loading weights:   0%|          | 0/310 [00:00<?, ?it/s]
+Loading weights:   9%|▊         | 27/310 [00:00<00:01, 213.46it/s]
+Loading weights:  17%|█▋        | 53/310 [00:00<00:01, 205.14it/s]
+Loading weights:  27%|██▋       | 84/310 [00:00<00:01, 223.78it/s]
+Loading weights:  35%|███▍      | 107/310 [00:00<00:00, 222.96it/s]
+Loading weights:  42%|████▏     | 130/310 [00:00<00:00, 196.49it/s]
+Loading weights:  63%|██████▎   | 196/310 [00:00<00:00, 320.51it/s]
+Loading weights:  74%|███████▍  | 230/310 [00:01<00:00, 195.02it/s]
+Loading weights:  83%|████████▎ | 256/310 [00:01<00:00, 205.56it/s]
+Loading weights: 100%|██████████| 310/310 [00:01<00:00, 261.79it/s]
+[2a_1.7B_adamw_wd0.01] step 50/800 loss 0.4110 (83s)
+[2a_1.7B_adamw_wd0.01] step 100/800 loss 0.3725 (145s)
+[2a_1.7B_adamw_wd0.01] step 150/800 loss 0.3705 (205s)
+[2a_1.7B_adamw_wd0.01] step 200/800 loss 0.3554 (268s)
+[2a_1.7B_adamw_wd0.01] step 250/800 loss 0.3592 (327s)
+[2a_1.7B_adamw_wd0.01] step 300/800 loss 0.3616 (390s)
+[2a_1.7B_adamw_wd0.01] step 350/800 loss 0.3684 (450s)
+[2a_1.7B_adamw_wd0.01] step 400/800 loss 0.3754 (513s)
+[2a_1.7B_adamw_wd0.01] step 450/800 loss 0.3803 (572s)
+[2a_1.7B_adamw_wd0.01] step 500/800 loss 0.3513 (635s)
+[2a_1.7B_adamw_wd0.01] step 550/800 loss 0.3670 (694s)
+[2a_1.7B_adamw_wd0.01] step 600/800 loss 0.3599 (758s)
+[2a_1.7B_adamw_wd0.01] step 650/800 loss 0.3466 (817s)
+[2a_1.7B_adamw_wd0.01] step 700/800 loss 0.3608 (880s)
+[2a_1.7B_adamw_wd0.01] step 750/800 loss 0.3471 (939s)
+[2a_1.7B_adamw_wd0.01] step 800/800 loss 0.3566 (1003s)
+[2a_1.7B_adamw_wd0.01] DONE in 1003s -> runs/2a_1.7B_adamw_wd0.01

2a/2a_1.7B_adamw_wd0.01/meta.json

@@ -0,0 +1,2266 @@
+{
+ "n_states": 81,
+ "max_states": 84,
+ "n_params": 3211264,
+ "dtype": "float16",
+ "layout": "states x flat named_parameters (requires_grad only)",
+ "steps": [
+  0,
+  10,
+  20,
+  30,
+  40,
+  50,
+  60,
+  70,
+  80,
+  90,
+  100,
+  110,
+  120,
+  130,
+  140,
+  150,
+  160,
+  170,
+  180,
+  190,
+  200,
+  210,
+  220,
+  230,
+  240,
+  250,
+  260,
+  270,
+  280,
+  290,
+  300,
+  310,
+  320,
+  330,
+  340,
+  350,
+  360,
+  370,
+  380,
+  390,
+  400,
+  410,
+  420,
+  430,
+  440,
+  450,
+  460,
+  470,
+  480,
+  490,
+  500,
+  510,
+  520,
+  530,
+  540,
+  550,
+  560,
+  570,
+  580,
+  590,
+  600,
+  610,
+  620,
+  630,
+  640,
+  650,
+  660,
+  670,
+  680,
+  690,
+  700,
+  710,
+  720,
+  730,
+  740,
+  750,
+  760,
+  770,
+  780,
+  790,
+  800
+ ],
+ "param_specs": [
+  {
+   "name": "base_model.model.model.layers.0.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 0,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.0.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 16384,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.0.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 32768,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.0.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 49152,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.0.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 57344,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.0.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 73728,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.0.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 81920,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.0.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 98304,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.1.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 114688,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.1.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 131072,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.1.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 147456,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.1.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 163840,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.1.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 172032,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.1.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 188416,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.1.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 196608,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.1.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 212992,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.2.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 229376,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.2.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 245760,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.2.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 262144,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.2.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 278528,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.2.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 286720,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.2.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 303104,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.2.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 311296,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.2.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 327680,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.3.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 344064,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.3.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 360448,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.3.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 376832,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.3.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 393216,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.3.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 401408,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.3.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 417792,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.3.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 425984,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.3.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 442368,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.4.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 458752,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.4.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 475136,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.4.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 491520,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.4.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 507904,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.4.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 516096,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.4.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 532480,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.4.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 540672,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.4.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 557056,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.5.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 573440,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.5.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 589824,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.5.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 606208,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.5.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 622592,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.5.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 630784,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.5.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 647168,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.5.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 655360,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.5.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 671744,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.6.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 688128,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.6.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 704512,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.6.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 720896,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.6.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 737280,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.6.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 745472,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.6.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 761856,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.6.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 770048,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.6.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 786432,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.7.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 802816,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.7.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 819200,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.7.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 835584,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.7.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 851968,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.7.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 860160,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.7.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 876544,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.7.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 884736,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.7.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 901120,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.8.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 917504,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.8.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 933888,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.8.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 950272,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.8.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 966656,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.8.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 974848,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.8.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 991232,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.8.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 999424,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.8.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1015808,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.9.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1032192,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.9.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1048576,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.9.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1064960,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.9.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1081344,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.9.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1089536,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.9.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1105920,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.9.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1114112,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.9.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1130496,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.10.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1146880,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.10.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1163264,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.10.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1179648,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.10.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1196032,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.10.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1204224,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.10.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1220608,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.10.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1228800,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.10.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1245184,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.11.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1261568,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.11.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1277952,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.11.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1294336,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.11.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1310720,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.11.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1318912,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.11.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1335296,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.11.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1343488,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.11.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1359872,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.12.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1376256,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.12.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1392640,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.12.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1409024,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.12.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1425408,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.12.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1433600,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.12.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1449984,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.12.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1458176,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.12.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1474560,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.13.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1490944,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.13.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1507328,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.13.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1523712,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.13.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1540096,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.13.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1548288,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.13.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1564672,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.13.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1572864,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.13.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1589248,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.14.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1605632,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.14.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1622016,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.14.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1638400,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.14.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1654784,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.14.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1662976,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.14.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1679360,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.14.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1687552,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.14.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1703936,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.15.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1720320,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.15.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1736704,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.15.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1753088,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.15.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1769472,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.15.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1777664,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.15.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1794048,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.15.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1802240,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.15.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1818624,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.16.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1835008,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.16.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1851392,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.16.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1867776,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.16.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1884160,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.16.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1892352,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.16.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1908736,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.16.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1916928,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.16.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1933312,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.17.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1949696,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.17.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1966080,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.17.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1982464,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.17.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1998848,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.17.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2007040,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.17.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2023424,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.17.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2031616,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.17.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 2048000,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.18.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2064384,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.18.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 2080768,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.18.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2097152,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.18.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2113536,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.18.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2121728,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.18.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2138112,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.18.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2146304,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.18.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 2162688,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.19.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2179072,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.19.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 2195456,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.19.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2211840,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.19.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2228224,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.19.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2236416,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.19.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2252800,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.19.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2260992,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.19.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 2277376,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.20.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2293760,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.20.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 2310144,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.20.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2326528,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.20.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2342912,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.20.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2351104,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.20.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2367488,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.20.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2375680,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.20.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 2392064,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.21.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2408448,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.21.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 2424832,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.21.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2441216,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.21.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2457600,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.21.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2465792,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.21.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2482176,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.21.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2490368,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.21.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 2506752,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.22.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2523136,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.22.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 2539520,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.22.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2555904,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.22.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2572288,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.22.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2580480,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.22.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2596864,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.22.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2605056,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.22.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 2621440,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.23.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2637824,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.23.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 2654208,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.23.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2670592,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.23.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2686976,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.23.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2695168,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.23.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2711552,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.23.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2719744,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.23.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 2736128,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.24.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2752512,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.24.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 2768896,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.24.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2785280,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.24.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2801664,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.24.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2809856,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.24.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2826240,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.24.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2834432,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.24.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 2850816,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.25.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2867200,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.25.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 2883584,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.25.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2899968,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.25.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2916352,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.25.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2924544,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.25.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2940928,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.25.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2949120,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.25.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 2965504,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.26.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2981888,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.26.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 2998272,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.26.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 3014656,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.26.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 3031040,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.26.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 3039232,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.26.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 3055616,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.26.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 3063808,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.26.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 3080192,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.27.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 3096576,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.27.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 3112960,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.27.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 3129344,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.27.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 3145728,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.27.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 3153920,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.27.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 3170304,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.27.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 3178496,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.27.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 3194880,
+   "numel": 16384
+  }
+ ],
+ "config": {
+  "run_id": "2a_1.7B_adamw_wd0.01",
+  "model_id": "Qwen/Qwen3-1.7B-Base",
+  "task": "gsm8k",
+  "seq_len": 512,
+  "batch_size": 8,
+  "grad_accum": 1,
+  "max_steps": 800,
+  "lora_r": 8,
+  "lora_alpha": null,
+  "targets": [
+   "q_proj",
+   "k_proj",
+   "v_proj",
+   "o_proj"
+  ],
+  "optimizer": "adamw",
+  "lr": 0.0002,
+  "weight_decay": 0.01,
+  "betas": [
+   0.9,
+   0.999
+  ],
+  "grad_clip": 1.0,
+  "snapshot_every": 10,
+  "probe_every": 40,
+  "eval_every": 100,
+  "eval_batches": 8,
+  "seed": 17,
+  "data_seed": 17,
+  "warm_start": null,
+  "gauge_transform": "none",
+  "gauge_c": 4.0,
+  "gauge_seed": 0,
+  "save_warm_at": null,
+  "device": "auto",
+  "base_dtype": "auto",
+  "out_root": "runs"
+ },
+ "module_order": [
+  "base_model.model.model.layers.0.self_attn.k_proj",
+  "base_model.model.model.layers.0.self_attn.o_proj",
+  "base_model.model.model.layers.0.self_attn.q_proj",
+  "base_model.model.model.layers.0.self_attn.v_proj",
+  "base_model.model.model.layers.1.self_attn.k_proj",
+  "base_model.model.model.layers.1.self_attn.o_proj",
+  "base_model.model.model.layers.1.self_attn.q_proj",
+  "base_model.model.model.layers.1.self_attn.v_proj",
+  "base_model.model.model.layers.10.self_attn.k_proj",
+  "base_model.model.model.layers.10.self_attn.o_proj",
+  "base_model.model.model.layers.10.self_attn.q_proj",
+  "base_model.model.model.layers.10.self_attn.v_proj",
+  "base_model.model.model.layers.11.self_attn.k_proj",
+  "base_model.model.model.layers.11.self_attn.o_proj",
+  "base_model.model.model.layers.11.self_attn.q_proj",
+  "base_model.model.model.layers.11.self_attn.v_proj",
+  "base_model.model.model.layers.12.self_attn.k_proj",
+  "base_model.model.model.layers.12.self_attn.o_proj",
+  "base_model.model.model.layers.12.self_attn.q_proj",
+  "base_model.model.model.layers.12.self_attn.v_proj",
+  "base_model.model.model.layers.13.self_attn.k_proj",
+  "base_model.model.model.layers.13.self_attn.o_proj",
+  "base_model.model.model.layers.13.self_attn.q_proj",
+  "base_model.model.model.layers.13.self_attn.v_proj",
+  "base_model.model.model.layers.14.self_attn.k_proj",
+  "base_model.model.model.layers.14.self_attn.o_proj",
+  "base_model.model.model.layers.14.self_attn.q_proj",
+  "base_model.model.model.layers.14.self_attn.v_proj",
+  "base_model.model.model.layers.15.self_attn.k_proj",
+  "base_model.model.model.layers.15.self_attn.o_proj",
+  "base_model.model.model.layers.15.self_attn.q_proj",
+  "base_model.model.model.layers.15.self_attn.v_proj",
+  "base_model.model.model.layers.16.self_attn.k_proj",
+  "base_model.model.model.layers.16.self_attn.o_proj",
+  "base_model.model.model.layers.16.self_attn.q_proj",
+  "base_model.model.model.layers.16.self_attn.v_proj",
+  "base_model.model.model.layers.17.self_attn.k_proj",
+  "base_model.model.model.layers.17.self_attn.o_proj",
+  "base_model.model.model.layers.17.self_attn.q_proj",
+  "base_model.model.model.layers.17.self_attn.v_proj",
+  "base_model.model.model.layers.18.self_attn.k_proj",
+  "base_model.model.model.layers.18.self_attn.o_proj",
+  "base_model.model.model.layers.18.self_attn.q_proj",
+  "base_model.model.model.layers.18.self_attn.v_proj",
+  "base_model.model.model.layers.19.self_attn.k_proj",
+  "base_model.model.model.layers.19.self_attn.o_proj",
+  "base_model.model.model.layers.19.self_attn.q_proj",
+  "base_model.model.model.layers.19.self_attn.v_proj",
+  "base_model.model.model.layers.2.self_attn.k_proj",
+  "base_model.model.model.layers.2.self_attn.o_proj",
+  "base_model.model.model.layers.2.self_attn.q_proj",
+  "base_model.model.model.layers.2.self_attn.v_proj",
+  "base_model.model.model.layers.20.self_attn.k_proj",
+  "base_model.model.model.layers.20.self_attn.o_proj",
+  "base_model.model.model.layers.20.self_attn.q_proj",
+  "base_model.model.model.layers.20.self_attn.v_proj",
+  "base_model.model.model.layers.21.self_attn.k_proj",
+  "base_model.model.model.layers.21.self_attn.o_proj",
+  "base_model.model.model.layers.21.self_attn.q_proj",
+  "base_model.model.model.layers.21.self_attn.v_proj",
+  "base_model.model.model.layers.22.self_attn.k_proj",
+  "base_model.model.model.layers.22.self_attn.o_proj",
+  "base_model.model.model.layers.22.self_attn.q_proj",
+  "base_model.model.model.layers.22.self_attn.v_proj",
+  "base_model.model.model.layers.23.self_attn.k_proj",
+  "base_model.model.model.layers.23.self_attn.o_proj",
+  "base_model.model.model.layers.23.self_attn.q_proj",
+  "base_model.model.model.layers.23.self_attn.v_proj",
+  "base_model.model.model.layers.24.self_attn.k_proj",
+  "base_model.model.model.layers.24.self_attn.o_proj",
+  "base_model.model.model.layers.24.self_attn.q_proj",
+  "base_model.model.model.layers.24.self_attn.v_proj",
+  "base_model.model.model.layers.25.self_attn.k_proj",
+  "base_model.model.model.layers.25.self_attn.o_proj",
+  "base_model.model.model.layers.25.self_attn.q_proj",
+  "base_model.model.model.layers.25.self_attn.v_proj",
+  "base_model.model.model.layers.26.self_attn.k_proj",
+  "base_model.model.model.layers.26.self_attn.o_proj",
+  "base_model.model.model.layers.26.self_attn.q_proj",
+  "base_model.model.model.layers.26.self_attn.v_proj",
+  "base_model.model.model.layers.27.self_attn.k_proj",
+  "base_model.model.model.layers.27.self_attn.o_proj",
+  "base_model.model.model.layers.27.self_attn.q_proj",
+  "base_model.model.model.layers.27.self_attn.v_proj",
+  "base_model.model.model.layers.3.self_attn.k_proj",
+  "base_model.model.model.layers.3.self_attn.o_proj",
+  "base_model.model.model.layers.3.self_attn.q_proj",
+  "base_model.model.model.layers.3.self_attn.v_proj",
+  "base_model.model.model.layers.4.self_attn.k_proj",
+  "base_model.model.model.layers.4.self_attn.o_proj",
+  "base_model.model.model.layers.4.self_attn.q_proj",
+  "base_model.model.model.layers.4.self_attn.v_proj",
+  "base_model.model.model.layers.5.self_attn.k_proj",
+  "base_model.model.model.layers.5.self_attn.o_proj",
+  "base_model.model.model.layers.5.self_attn.q_proj",
+  "base_model.model.model.layers.5.self_attn.v_proj",
+  "base_model.model.model.layers.6.self_attn.k_proj",
+  "base_model.model.model.layers.6.self_attn.o_proj",
+  "base_model.model.model.layers.6.self_attn.q_proj",
+  "base_model.model.model.layers.6.self_attn.v_proj",
+  "base_model.model.model.layers.7.self_attn.k_proj",
+  "base_model.model.model.layers.7.self_attn.o_proj",
+  "base_model.model.model.layers.7.self_attn.q_proj",
+  "base_model.model.model.layers.7.self_attn.v_proj",
+  "base_model.model.model.layers.8.self_attn.k_proj",
+  "base_model.model.model.layers.8.self_attn.o_proj",
+  "base_model.model.model.layers.8.self_attn.q_proj",
+  "base_model.model.model.layers.8.self_attn.v_proj",
+  "base_model.model.model.layers.9.self_attn.k_proj",
+  "base_model.model.model.layers.9.self_attn.o_proj",
+  "base_model.model.model.layers.9.self_attn.q_proj",
+  "base_model.model.model.layers.9.self_attn.v_proj"
+ ],
+ "scale": 2.0,
+ "start_step": 0,
+ "torch": "2.7.1+cu128",
+ "device": "cuda",
+ "base_dtype": "torch.bfloat16"
+}

2a/2a_1.7B_adamw_wd0.01/metrics.npz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a02b7798a409fb8eeea666310846e62af6056b320f815daaae6a5c3ae910b39a
+size 722778

2a/2a_1.7B_adamw_wd0.01/trajectory.dat.zst

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fbe899d399944a2bba8b9317d3db833f9d0653d649dbbe29ac4cc215b2f1513f
+size 473460830

2a/2a_1.7B_adamw_wd1/config.json

@@ -0,0 +1,39 @@
+{
+ "run_id": "2a_1.7B_adamw_wd1",
+ "model_id": "Qwen/Qwen3-1.7B-Base",
+ "task": "gsm8k",
+ "seq_len": 512,
+ "batch_size": 8,
+ "grad_accum": 1,
+ "max_steps": 800,
+ "lora_r": 8,
+ "lora_alpha": null,
+ "targets": [
+  "q_proj",
+  "k_proj",
+  "v_proj",
+  "o_proj"
+ ],
+ "optimizer": "adamw",
+ "lr": 0.0002,
+ "weight_decay": 1.0,
+ "betas": [
+  0.9,
+  0.999
+ ],
+ "grad_clip": 1.0,
+ "snapshot_every": 10,
+ "probe_every": 40,
+ "eval_every": 100,
+ "eval_batches": 8,
+ "seed": 17,
+ "data_seed": 17,
+ "warm_start": null,
+ "gauge_transform": "none",
+ "gauge_c": 4.0,
+ "gauge_seed": 0,
+ "save_warm_at": null,
+ "device": "auto",
+ "base_dtype": "auto",
+ "out_root": "runs"
+}

2a/2a_1.7B_adamw_wd1/log.txt

@@ -0,0 +1,21 @@
+Warning: You are sending unauthenticated requests to the HF Hub. Please set a HF_TOKEN to enable higher rate limits and faster downloads.
+
+Loading weights:   0%|          | 0/310 [00:00<?, ?it/s]
+Loading weights: 100%|██████████| 310/310 [00:00<00:00, 15083.75it/s]
+[2a_1.7B_adamw_wd1] step 50/800 loss 0.4109 (64s)
+[2a_1.7B_adamw_wd1] step 100/800 loss 0.3726 (127s)
+[2a_1.7B_adamw_wd1] step 150/800 loss 0.3704 (186s)
+[2a_1.7B_adamw_wd1] step 200/800 loss 0.3552 (250s)
+[2a_1.7B_adamw_wd1] step 250/800 loss 0.3589 (309s)
+[2a_1.7B_adamw_wd1] step 300/800 loss 0.3615 (372s)
+[2a_1.7B_adamw_wd1] step 350/800 loss 0.3683 (431s)
+[2a_1.7B_adamw_wd1] step 400/800 loss 0.3754 (495s)
+[2a_1.7B_adamw_wd1] step 450/800 loss 0.3806 (554s)
+[2a_1.7B_adamw_wd1] step 500/800 loss 0.3515 (617s)
+[2a_1.7B_adamw_wd1] step 550/800 loss 0.3665 (676s)
+[2a_1.7B_adamw_wd1] step 600/800 loss 0.3603 (740s)
+[2a_1.7B_adamw_wd1] step 650/800 loss 0.3468 (799s)
+[2a_1.7B_adamw_wd1] step 700/800 loss 0.3616 (862s)
+[2a_1.7B_adamw_wd1] step 750/800 loss 0.3478 (921s)
+[2a_1.7B_adamw_wd1] step 800/800 loss 0.3567 (984s)
+[2a_1.7B_adamw_wd1] DONE in 984s -> runs/2a_1.7B_adamw_wd1

2a/2a_1.7B_adamw_wd1/meta.json

@@ -0,0 +1,2266 @@
+{
+ "n_states": 81,
+ "max_states": 84,
+ "n_params": 3211264,
+ "dtype": "float16",
+ "layout": "states x flat named_parameters (requires_grad only)",
+ "steps": [
+  0,
+  10,
+  20,
+  30,
+  40,
+  50,
+  60,
+  70,
+  80,
+  90,
+  100,
+  110,
+  120,
+  130,
+  140,
+  150,
+  160,
+  170,
+  180,
+  190,
+  200,
+  210,
+  220,
+  230,
+  240,
+  250,
+  260,
+  270,
+  280,
+  290,
+  300,
+  310,
+  320,
+  330,
+  340,
+  350,
+  360,
+  370,
+  380,
+  390,
+  400,
+  410,
+  420,
+  430,
+  440,
+  450,
+  460,
+  470,
+  480,
+  490,
+  500,
+  510,
+  520,
+  530,
+  540,
+  550,
+  560,
+  570,
+  580,
+  590,
+  600,
+  610,
+  620,
+  630,
+  640,
+  650,
+  660,
+  670,
+  680,
+  690,
+  700,
+  710,
+  720,
+  730,
+  740,
+  750,
+  760,
+  770,
+  780,
+  790,
+  800
+ ],
+ "param_specs": [
+  {
+   "name": "base_model.model.model.layers.0.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 0,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.0.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 16384,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.0.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 32768,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.0.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 49152,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.0.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 57344,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.0.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 73728,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.0.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 81920,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.0.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 98304,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.1.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 114688,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.1.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 131072,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.1.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 147456,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.1.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 163840,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.1.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 172032,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.1.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 188416,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.1.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 196608,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.1.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 212992,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.2.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 229376,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.2.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 245760,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.2.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 262144,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.2.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 278528,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.2.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 286720,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.2.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 303104,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.2.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 311296,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.2.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 327680,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.3.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 344064,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.3.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 360448,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.3.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 376832,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.3.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 393216,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.3.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 401408,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.3.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 417792,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.3.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 425984,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.3.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 442368,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.4.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 458752,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.4.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 475136,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.4.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 491520,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.4.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 507904,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.4.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 516096,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.4.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 532480,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.4.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 540672,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.4.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 557056,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.5.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 573440,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.5.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 589824,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.5.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 606208,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.5.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 622592,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.5.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 630784,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.5.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 647168,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.5.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 655360,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.5.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 671744,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.6.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 688128,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.6.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 704512,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.6.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 720896,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.6.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 737280,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.6.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 745472,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.6.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 761856,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.6.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 770048,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.6.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 786432,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.7.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 802816,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.7.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 819200,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.7.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 835584,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.7.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 851968,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.7.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 860160,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.7.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 876544,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.7.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 884736,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.7.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 901120,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.8.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 917504,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.8.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 933888,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.8.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 950272,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.8.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 966656,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.8.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 974848,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.8.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 991232,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.8.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 999424,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.8.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1015808,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.9.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1032192,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.9.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1048576,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.9.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1064960,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.9.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1081344,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.9.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1089536,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.9.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1105920,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.9.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1114112,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.9.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1130496,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.10.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1146880,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.10.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1163264,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.10.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1179648,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.10.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1196032,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.10.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1204224,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.10.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1220608,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.10.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1228800,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.10.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1245184,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.11.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1261568,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.11.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1277952,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.11.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1294336,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.11.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1310720,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.11.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1318912,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.11.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1335296,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.11.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1343488,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.11.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1359872,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.12.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1376256,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.12.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1392640,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.12.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1409024,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.12.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1425408,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.12.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1433600,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.12.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1449984,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.12.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1458176,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.12.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1474560,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.13.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1490944,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.13.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1507328,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.13.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1523712,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.13.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1540096,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.13.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1548288,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.13.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1564672,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.13.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1572864,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.13.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1589248,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.14.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1605632,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.14.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1622016,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.14.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1638400,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.14.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1654784,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.14.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1662976,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.14.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1679360,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.14.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1687552,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.14.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1703936,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.15.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1720320,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.15.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1736704,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.15.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1753088,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.15.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1769472,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.15.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1777664,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.15.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1794048,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.15.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1802240,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.15.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1818624,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.16.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1835008,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.16.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1851392,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.16.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1867776,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.16.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1884160,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.16.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1892352,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.16.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1908736,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.16.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1916928,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.16.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1933312,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.17.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1949696,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.17.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 1966080,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.17.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 1982464,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.17.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 1998848,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.17.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2007040,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.17.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2023424,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.17.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2031616,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.17.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 2048000,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.18.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2064384,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.18.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 2080768,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.18.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2097152,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.18.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2113536,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.18.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2121728,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.18.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2138112,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.18.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2146304,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.18.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 2162688,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.19.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2179072,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.19.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 2195456,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.19.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2211840,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.19.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2228224,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.19.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2236416,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.19.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2252800,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.19.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2260992,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.19.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 2277376,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.20.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2293760,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.20.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 2310144,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.20.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2326528,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.20.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2342912,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.20.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2351104,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.20.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2367488,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.20.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2375680,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.20.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 2392064,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.21.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2408448,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.21.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 2424832,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.21.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2441216,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.21.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2457600,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.21.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2465792,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.21.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2482176,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.21.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2490368,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.21.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 2506752,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.22.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2523136,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.22.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 2539520,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.22.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2555904,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.22.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2572288,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.22.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2580480,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.22.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2596864,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.22.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2605056,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.22.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 2621440,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.23.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2637824,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.23.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 2654208,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.23.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2670592,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.23.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2686976,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.23.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2695168,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.23.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2711552,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.23.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2719744,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.23.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 2736128,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.24.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2752512,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.24.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 2768896,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.24.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2785280,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.24.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2801664,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.24.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2809856,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.24.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2826240,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.24.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2834432,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.24.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 2850816,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.25.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2867200,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.25.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 2883584,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.25.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2899968,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.25.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2916352,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.25.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2924544,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.25.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 2940928,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.25.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2949120,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.25.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 2965504,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.26.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 2981888,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.26.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 2998272,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.26.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 3014656,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.26.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 3031040,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.26.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 3039232,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.26.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 3055616,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.26.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 3063808,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.26.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 3080192,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.27.self_attn.q_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 3096576,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.27.self_attn.q_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 3112960,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.27.self_attn.k_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 3129344,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.27.self_attn.k_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 3145728,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.27.self_attn.v_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 3153920,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.27.self_attn.v_proj.lora_B.default.weight",
+   "shape": [
+    1024,
+    8
+   ],
+   "offset": 3170304,
+   "numel": 8192
+  },
+  {
+   "name": "base_model.model.model.layers.27.self_attn.o_proj.lora_A.default.weight",
+   "shape": [
+    8,
+    2048
+   ],
+   "offset": 3178496,
+   "numel": 16384
+  },
+  {
+   "name": "base_model.model.model.layers.27.self_attn.o_proj.lora_B.default.weight",
+   "shape": [
+    2048,
+    8
+   ],
+   "offset": 3194880,
+   "numel": 16384
+  }
+ ],
+ "config": {
+  "run_id": "2a_1.7B_adamw_wd1",
+  "model_id": "Qwen/Qwen3-1.7B-Base",
+  "task": "gsm8k",
+  "seq_len": 512,
+  "batch_size": 8,
+  "grad_accum": 1,
+  "max_steps": 800,
+  "lora_r": 8,
+  "lora_alpha": null,
+  "targets": [
+   "q_proj",
+   "k_proj",
+   "v_proj",
+   "o_proj"
+  ],
+  "optimizer": "adamw",
+  "lr": 0.0002,
+  "weight_decay": 1.0,
+  "betas": [
+   0.9,
+   0.999
+  ],
+  "grad_clip": 1.0,
+  "snapshot_every": 10,
+  "probe_every": 40,
+  "eval_every": 100,
+  "eval_batches": 8,
+  "seed": 17,
+  "data_seed": 17,
+  "warm_start": null,
+  "gauge_transform": "none",
+  "gauge_c": 4.0,
+  "gauge_seed": 0,
+  "save_warm_at": null,
+  "device": "auto",
+  "base_dtype": "auto",
+  "out_root": "runs"
+ },
+ "module_order": [
+  "base_model.model.model.layers.0.self_attn.k_proj",
+  "base_model.model.model.layers.0.self_attn.o_proj",
+  "base_model.model.model.layers.0.self_attn.q_proj",
+  "base_model.model.model.layers.0.self_attn.v_proj",
+  "base_model.model.model.layers.1.self_attn.k_proj",
+  "base_model.model.model.layers.1.self_attn.o_proj",
+  "base_model.model.model.layers.1.self_attn.q_proj",
+  "base_model.model.model.layers.1.self_attn.v_proj",
+  "base_model.model.model.layers.10.self_attn.k_proj",
+  "base_model.model.model.layers.10.self_attn.o_proj",
+  "base_model.model.model.layers.10.self_attn.q_proj",
+  "base_model.model.model.layers.10.self_attn.v_proj",
+  "base_model.model.model.layers.11.self_attn.k_proj",
+  "base_model.model.model.layers.11.self_attn.o_proj",
+  "base_model.model.model.layers.11.self_attn.q_proj",
+  "base_model.model.model.layers.11.self_attn.v_proj",
+  "base_model.model.model.layers.12.self_attn.k_proj",
+  "base_model.model.model.layers.12.self_attn.o_proj",
+  "base_model.model.model.layers.12.self_attn.q_proj",
+  "base_model.model.model.layers.12.self_attn.v_proj",
+  "base_model.model.model.layers.13.self_attn.k_proj",
+  "base_model.model.model.layers.13.self_attn.o_proj",
+  "base_model.model.model.layers.13.self_attn.q_proj",
+  "base_model.model.model.layers.13.self_attn.v_proj",
+  "base_model.model.model.layers.14.self_attn.k_proj",
+  "base_model.model.model.layers.14.self_attn.o_proj",
+  "base_model.model.model.layers.14.self_attn.q_proj",
+  "base_model.model.model.layers.14.self_attn.v_proj",
+  "base_model.model.model.layers.15.self_attn.k_proj",
+  "base_model.model.model.layers.15.self_attn.o_proj",
+  "base_model.model.model.layers.15.self_attn.q_proj",
+  "base_model.model.model.layers.15.self_attn.v_proj",
+  "base_model.model.model.layers.16.self_attn.k_proj",
+  "base_model.model.model.layers.16.self_attn.o_proj",
+  "base_model.model.model.layers.16.self_attn.q_proj",
+  "base_model.model.model.layers.16.self_attn.v_proj",
+  "base_model.model.model.layers.17.self_attn.k_proj",
+  "base_model.model.model.layers.17.self_attn.o_proj",
+  "base_model.model.model.layers.17.self_attn.q_proj",
+  "base_model.model.model.layers.17.self_attn.v_proj",
+  "base_model.model.model.layers.18.self_attn.k_proj",
+  "base_model.model.model.layers.18.self_attn.o_proj",
+  "base_model.model.model.layers.18.self_attn.q_proj",
+  "base_model.model.model.layers.18.self_attn.v_proj",
+  "base_model.model.model.layers.19.self_attn.k_proj",
+  "base_model.model.model.layers.19.self_attn.o_proj",
+  "base_model.model.model.layers.19.self_attn.q_proj",
+  "base_model.model.model.layers.19.self_attn.v_proj",
+  "base_model.model.model.layers.2.self_attn.k_proj",
+  "base_model.model.model.layers.2.self_attn.o_proj",
+  "base_model.model.model.layers.2.self_attn.q_proj",
+  "base_model.model.model.layers.2.self_attn.v_proj",
+  "base_model.model.model.layers.20.self_attn.k_proj",
+  "base_model.model.model.layers.20.self_attn.o_proj",
+  "base_model.model.model.layers.20.self_attn.q_proj",
+  "base_model.model.model.layers.20.self_attn.v_proj",
+  "base_model.model.model.layers.21.self_attn.k_proj",
+  "base_model.model.model.layers.21.self_attn.o_proj",
+  "base_model.model.model.layers.21.self_attn.q_proj",
+  "base_model.model.model.layers.21.self_attn.v_proj",
+  "base_model.model.model.layers.22.self_attn.k_proj",
+  "base_model.model.model.layers.22.self_attn.o_proj",
+  "base_model.model.model.layers.22.self_attn.q_proj",
+  "base_model.model.model.layers.22.self_attn.v_proj",
+  "base_model.model.model.layers.23.self_attn.k_proj",
+  "base_model.model.model.layers.23.self_attn.o_proj",
+  "base_model.model.model.layers.23.self_attn.q_proj",
+  "base_model.model.model.layers.23.self_attn.v_proj",
+  "base_model.model.model.layers.24.self_attn.k_proj",
+  "base_model.model.model.layers.24.self_attn.o_proj",
+  "base_model.model.model.layers.24.self_attn.q_proj",
+  "base_model.model.model.layers.24.self_attn.v_proj",
+  "base_model.model.model.layers.25.self_attn.k_proj",
+  "base_model.model.model.layers.25.self_attn.o_proj",
+  "base_model.model.model.layers.25.self_attn.q_proj",
+  "base_model.model.model.layers.25.self_attn.v_proj",
+  "base_model.model.model.layers.26.self_attn.k_proj",
+  "base_model.model.model.layers.26.self_attn.o_proj",
+  "base_model.model.model.layers.26.self_attn.q_proj",
+  "base_model.model.model.layers.26.self_attn.v_proj",
+  "base_model.model.model.layers.27.self_attn.k_proj",
+  "base_model.model.model.layers.27.self_attn.o_proj",
+  "base_model.model.model.layers.27.self_attn.q_proj",
+  "base_model.model.model.layers.27.self_attn.v_proj",
+  "base_model.model.model.layers.3.self_attn.k_proj",
+  "base_model.model.model.layers.3.self_attn.o_proj",
+  "base_model.model.model.layers.3.self_attn.q_proj",
+  "base_model.model.model.layers.3.self_attn.v_proj",
+  "base_model.model.model.layers.4.self_attn.k_proj",
+  "base_model.model.model.layers.4.self_attn.o_proj",
+  "base_model.model.model.layers.4.self_attn.q_proj",
+  "base_model.model.model.layers.4.self_attn.v_proj",
+  "base_model.model.model.layers.5.self_attn.k_proj",
+  "base_model.model.model.layers.5.self_attn.o_proj",
+  "base_model.model.model.layers.5.self_attn.q_proj",
+  "base_model.model.model.layers.5.self_attn.v_proj",
+  "base_model.model.model.layers.6.self_attn.k_proj",
+  "base_model.model.model.layers.6.self_attn.o_proj",
+  "base_model.model.model.layers.6.self_attn.q_proj",
+  "base_model.model.model.layers.6.self_attn.v_proj",
+  "base_model.model.model.layers.7.self_attn.k_proj",
+  "base_model.model.model.layers.7.self_attn.o_proj",
+  "base_model.model.model.layers.7.self_attn.q_proj",
+  "base_model.model.model.layers.7.self_attn.v_proj",
+  "base_model.model.model.layers.8.self_attn.k_proj",
+  "base_model.model.model.layers.8.self_attn.o_proj",
+  "base_model.model.model.layers.8.self_attn.q_proj",
+  "base_model.model.model.layers.8.self_attn.v_proj",
+  "base_model.model.model.layers.9.self_attn.k_proj",
+  "base_model.model.model.layers.9.self_attn.o_proj",
+  "base_model.model.model.layers.9.self_attn.q_proj",
+  "base_model.model.model.layers.9.self_attn.v_proj"
+ ],
+ "scale": 2.0,
+ "start_step": 0,
+ "torch": "2.7.1+cu128",
+ "device": "cuda",
+ "base_dtype": "torch.bfloat16"
+}

2a/2a_1.7B_adamw_wd1/metrics.npz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:08946d78acecbab1557a3d09e26c742a268251d84bbf8e9ed97674318545680a
+size 722934

2a/2a_1.7B_adamw_wd1/trajectory.dat.zst

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c1c6c4b85b84799770683cf65dc77f3568c688eed93c79255a2af9ba1f8a7e99
+size 473428479