Upload folder using huggingface_hub
Browse files- logs/dedup_run.log +19 -0
- logs/sft_log.json +487 -0
- logs/training_log.json +930 -0
logs/dedup_run.log
ADDED
|
@@ -0,0 +1,19 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
Loading documents from C:\Users\karsl\Documents\holy devin\retriever500m\data\raw_large\documents.jsonl...
|
| 2 |
+
Loaded 26,362 documents
|
| 3 |
+
Total size: 325.2 MB
|
| 4 |
+
|
| 5 |
+
============================================================
|
| 6 |
+
STAGE 1: Exact document-level dedup (SHA-256 of normalized content)
|
| 7 |
+
============================================================
|
| 8 |
+
Processed 5000/26362 | kept 5000 | dropped 0
|
| 9 |
+
Processed 10000/26362 | kept 9894 | dropped 106
|
| 10 |
+
Processed 15000/26362 | kept 14876 | dropped 124
|
| 11 |
+
Processed 20000/26362 | kept 19874 | dropped 126
|
| 12 |
+
Processed 25000/26362 | kept 24423 | dropped 577
|
| 13 |
+
Input: 26362 | Kept: 25785 | Dropped: 577 (2.2%)
|
| 14 |
+
|
| 15 |
+
============================================================
|
| 16 |
+
STAGE 2: Near-dedup (MinHash LSH, threshold=0.5, perm=128, bands=32)
|
| 17 |
+
============================================================
|
| 18 |
+
Processed 5000/25785 | clusters so far: 3188
|
| 19 |
+
Processed 10000/25785 | clusters so far: 5795
|
logs/sft_log.json
ADDED
|
@@ -0,0 +1,487 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"config": {
|
| 3 |
+
"vocab_size": 32009,
|
| 4 |
+
"d_model": 1280,
|
| 5 |
+
"n_layers": 23,
|
| 6 |
+
"n_heads": 20,
|
| 7 |
+
"d_ff": 3456,
|
| 8 |
+
"max_seq_len": 768,
|
| 9 |
+
"rope_theta": 10000.0,
|
| 10 |
+
"rope_pct": 0.25,
|
| 11 |
+
"dropout": 0.0,
|
| 12 |
+
"tie_embeddings": true
|
| 13 |
+
},
|
| 14 |
+
"train_args": {
|
| 15 |
+
"steps": 500,
|
| 16 |
+
"batch_size": 4,
|
| 17 |
+
"grad_accum": 8,
|
| 18 |
+
"seq_len": 768,
|
| 19 |
+
"lr": 5e-05,
|
| 20 |
+
"warmup": 20,
|
| 21 |
+
"save_every": 100,
|
| 22 |
+
"log_every": 10,
|
| 23 |
+
"use_8bit_adam": true
|
| 24 |
+
},
|
| 25 |
+
"total_params": 496998400,
|
| 26 |
+
"steps": [
|
| 27 |
+
{
|
| 28 |
+
"step": 0,
|
| 29 |
+
"loss": 6.937812924385071,
|
| 30 |
+
"ema_loss": 0.3468906462192536,
|
| 31 |
+
"lr": 2.5e-06,
|
| 32 |
+
"elapsed_s": 4.15720272064209,
|
| 33 |
+
"steps_per_sec": 0.2405463642738951,
|
| 34 |
+
"vram_gb": 9.164018176
|
| 35 |
+
},
|
| 36 |
+
{
|
| 37 |
+
"step": 10,
|
| 38 |
+
"loss": 2.739780366420746,
|
| 39 |
+
"ema_loss": 1.9638136853068686,
|
| 40 |
+
"lr": 2.75e-05,
|
| 41 |
+
"elapsed_s": 40.6308798789978,
|
| 42 |
+
"steps_per_sec": 0.2707300465251781,
|
| 43 |
+
"vram_gb": 10.17390848
|
| 44 |
+
},
|
| 45 |
+
{
|
| 46 |
+
"step": 20,
|
| 47 |
+
"loss": 1.2084012106060982,
|
| 48 |
+
"ema_loss": 1.882433597453757,
|
| 49 |
+
"lr": 5e-05,
|
| 50 |
+
"elapsed_s": 77.03947591781616,
|
| 51 |
+
"steps_per_sec": 0.27258752412078047,
|
| 52 |
+
"vram_gb": 10.17390848
|
| 53 |
+
},
|
| 54 |
+
{
|
| 55 |
+
"step": 30,
|
| 56 |
+
"loss": 1.0680485740303993,
|
| 57 |
+
"ema_loss": 1.5722938780650435,
|
| 58 |
+
"lr": 4.995182577286858e-05,
|
| 59 |
+
"elapsed_s": 113.55863189697266,
|
| 60 |
+
"steps_per_sec": 0.27298673365601217,
|
| 61 |
+
"vram_gb": 10.17390848
|
| 62 |
+
},
|
| 63 |
+
{
|
| 64 |
+
"step": 40,
|
| 65 |
+
"loss": 0.7858129814267159,
|
| 66 |
+
"ema_loss": 1.2813095330935025,
|
| 67 |
+
"lr": 4.980750938091074e-05,
|
| 68 |
+
"elapsed_s": 149.9709255695343,
|
| 69 |
+
"steps_per_sec": 0.27338632367772026,
|
| 70 |
+
"vram_gb": 10.17390848
|
| 71 |
+
},
|
| 72 |
+
{
|
| 73 |
+
"step": 50,
|
| 74 |
+
"loss": 0.6811780035495758,
|
| 75 |
+
"ema_loss": 1.0847747264114023,
|
| 76 |
+
"lr": 4.956766880907269e-05,
|
| 77 |
+
"elapsed_s": 186.4907727241516,
|
| 78 |
+
"steps_per_sec": 0.2734719753423769,
|
| 79 |
+
"vram_gb": 10.17390848
|
| 80 |
+
},
|
| 81 |
+
{
|
| 82 |
+
"step": 60,
|
| 83 |
+
"loss": 0.6801792122423649,
|
| 84 |
+
"ema_loss": 0.9220971225814172,
|
| 85 |
+
"lr": 4.9233331091504034e-05,
|
| 86 |
+
"elapsed_s": 222.90015697479248,
|
| 87 |
+
"steps_per_sec": 0.27366512804608933,
|
| 88 |
+
"vram_gb": 10.17390848
|
| 89 |
+
},
|
| 90 |
+
{
|
| 91 |
+
"step": 70,
|
| 92 |
+
"loss": 0.4824926480650902,
|
| 93 |
+
"ema_loss": 0.8074420473552227,
|
| 94 |
+
"lr": 4.8805927913639885e-05,
|
| 95 |
+
"elapsed_s": 259.41771626472473,
|
| 96 |
+
"steps_per_sec": 0.2736898659902916,
|
| 97 |
+
"vram_gb": 10.17390848
|
| 98 |
+
},
|
| 99 |
+
{
|
| 100 |
+
"step": 80,
|
| 101 |
+
"loss": 0.4920233264565468,
|
| 102 |
+
"ema_loss": 0.7012675245586312,
|
| 103 |
+
"lr": 4.8287289481503954e-05,
|
| 104 |
+
"elapsed_s": 295.8301751613617,
|
| 105 |
+
"steps_per_sec": 0.2738057399175667,
|
| 106 |
+
"vram_gb": 10.17390848
|
| 107 |
+
},
|
| 108 |
+
{
|
| 109 |
+
"step": 90,
|
| 110 |
+
"loss": 0.6347984820604324,
|
| 111 |
+
"ema_loss": 0.6271864858820199,
|
| 112 |
+
"lr": 4.767963668448549e-05,
|
| 113 |
+
"elapsed_s": 332.34874868392944,
|
| 114 |
+
"steps_per_sec": 0.2738087637168837,
|
| 115 |
+
"vram_gb": 10.17390848
|
| 116 |
+
},
|
| 117 |
+
{
|
| 118 |
+
"step": 100,
|
| 119 |
+
"loss": 0.6809600777924061,
|
| 120 |
+
"ema_loss": 0.5743832670414681,
|
| 121 |
+
"lr": 4.6985571585149876e-05,
|
| 122 |
+
"elapsed_s": 414.7752454280853,
|
| 123 |
+
"steps_per_sec": 0.24350537095278896,
|
| 124 |
+
"vram_gb": 10.17390848
|
| 125 |
+
},
|
| 126 |
+
{
|
| 127 |
+
"step": 110,
|
| 128 |
+
"loss": 0.4763348139822483,
|
| 129 |
+
"ema_loss": 0.521244228570747,
|
| 130 |
+
"lr": 4.620806627680727e-05,
|
| 131 |
+
"elapsed_s": 451.26919865608215,
|
| 132 |
+
"steps_per_sec": 0.24597291446118502,
|
| 133 |
+
"vram_gb": 10.17390848
|
| 134 |
+
},
|
| 135 |
+
{
|
| 136 |
+
"step": 120,
|
| 137 |
+
"loss": 0.5240486040711403,
|
| 138 |
+
"ema_loss": 0.494888873638692,
|
| 139 |
+
"lr": 4.535045015655279e-05,
|
| 140 |
+
"elapsed_s": 487.7379126548767,
|
| 141 |
+
"steps_per_sec": 0.24808405674549147,
|
| 142 |
+
"vram_gb": 10.17390848
|
| 143 |
+
},
|
| 144 |
+
{
|
| 145 |
+
"step": 130,
|
| 146 |
+
"loss": 0.286451730877161,
|
| 147 |
+
"ema_loss": 0.46101876181189894,
|
| 148 |
+
"lr": 4.4416395668276995e-05,
|
| 149 |
+
"elapsed_s": 524.1727938652039,
|
| 150 |
+
"steps_per_sec": 0.24991758735514977,
|
| 151 |
+
"vram_gb": 10.17390848
|
| 152 |
+
},
|
| 153 |
+
{
|
| 154 |
+
"step": 140,
|
| 155 |
+
"loss": 0.35978504456579685,
|
| 156 |
+
"ema_loss": 0.4399799286456892,
|
| 157 |
+
"lr": 4.340990257669732e-05,
|
| 158 |
+
"elapsed_s": 560.6376507282257,
|
| 159 |
+
"steps_per_sec": 0.25149934153878484,
|
| 160 |
+
"vram_gb": 10.17390848
|
| 161 |
+
},
|
| 162 |
+
{
|
| 163 |
+
"step": 150,
|
| 164 |
+
"loss": 0.3526405543088913,
|
| 165 |
+
"ema_loss": 0.40866163158804786,
|
| 166 |
+
"lr": 4.2335280839751554e-05,
|
| 167 |
+
"elapsed_s": 597.072151184082,
|
| 168 |
+
"steps_per_sec": 0.25290075864457046,
|
| 169 |
+
"vram_gb": 10.17390848
|
| 170 |
+
},
|
| 171 |
+
{
|
| 172 |
+
"step": 160,
|
| 173 |
+
"loss": 0.3449416421353817,
|
| 174 |
+
"ema_loss": 0.36948892724765275,
|
| 175 |
+
"lr": 4.1197132152696215e-05,
|
| 176 |
+
"elapsed_s": 633.5287528038025,
|
| 177 |
+
"steps_per_sec": 0.2541321120587878,
|
| 178 |
+
"vram_gb": 10.17390848
|
| 179 |
+
},
|
| 180 |
+
{
|
| 181 |
+
"step": 170,
|
| 182 |
+
"loss": 0.32148140482604504,
|
| 183 |
+
"ema_loss": 0.3509791943321394,
|
| 184 |
+
"lr": 4.000033024294105e-05,
|
| 185 |
+
"elapsed_s": 669.9639327526093,
|
| 186 |
+
"steps_per_sec": 0.2552376204752255,
|
| 187 |
+
"vram_gb": 10.17390848
|
| 188 |
+
},
|
| 189 |
+
{
|
| 190 |
+
"step": 180,
|
| 191 |
+
"loss": 0.40944845974445343,
|
| 192 |
+
"ema_loss": 0.3403033324976888,
|
| 193 |
+
"lr": 3.875e-05,
|
| 194 |
+
"elapsed_s": 706.4267771244049,
|
| 195 |
+
"steps_per_sec": 0.2562190532142372,
|
| 196 |
+
"vram_gb": 10.17390848
|
| 197 |
+
},
|
| 198 |
+
{
|
| 199 |
+
"step": 190,
|
| 200 |
+
"loss": 0.2508099125698209,
|
| 201 |
+
"ema_loss": 0.31061072625747166,
|
| 202 |
+
"lr": 3.7451495529927534e-05,
|
| 203 |
+
"elapsed_s": 742.8610553741455,
|
| 204 |
+
"steps_per_sec": 0.25711403043440195,
|
| 205 |
+
"vram_gb": 10.17390848
|
| 206 |
+
},
|
| 207 |
+
{
|
| 208 |
+
"step": 200,
|
| 209 |
+
"loss": 0.2846630644053221,
|
| 210 |
+
"ema_loss": 0.29097493865487023,
|
| 211 |
+
"lr": 3.6110377228214525e-05,
|
| 212 |
+
"elapsed_s": 823.1199431419373,
|
| 213 |
+
"steps_per_sec": 0.2441928441592138,
|
| 214 |
+
"vram_gb": 10.17390848
|
| 215 |
+
},
|
| 216 |
+
{
|
| 217 |
+
"step": 210,
|
| 218 |
+
"loss": 0.1874328227713704,
|
| 219 |
+
"ema_loss": 0.2691413417018003,
|
| 220 |
+
"lr": 3.473238796932114e-05,
|
| 221 |
+
"elapsed_s": 859.5507295131683,
|
| 222 |
+
"steps_per_sec": 0.24547707628554513,
|
| 223 |
+
"vram_gb": 10.17390848
|
| 224 |
+
},
|
| 225 |
+
{
|
| 226 |
+
"step": 220,
|
| 227 |
+
"loss": 0.18770729657262564,
|
| 228 |
+
"ema_loss": 0.2469535500748924,
|
| 229 |
+
"lr": 3.332342851480672e-05,
|
| 230 |
+
"elapsed_s": 896.0201919078827,
|
| 231 |
+
"steps_per_sec": 0.24664622739073316,
|
| 232 |
+
"vram_gb": 10.17390848
|
| 233 |
+
},
|
| 234 |
+
{
|
| 235 |
+
"step": 230,
|
| 236 |
+
"loss": 0.20278130657970905,
|
| 237 |
+
"ema_loss": 0.2411670786782403,
|
| 238 |
+
"lr": 3.1889532245362895e-05,
|
| 239 |
+
"elapsed_s": 932.4535627365112,
|
| 240 |
+
"steps_per_sec": 0.2477335164252839,
|
| 241 |
+
"vram_gb": 10.17390848
|
| 242 |
+
},
|
| 243 |
+
{
|
| 244 |
+
"step": 240,
|
| 245 |
+
"loss": 0.24111063033342361,
|
| 246 |
+
"ema_loss": 0.2326045524210834,
|
| 247 |
+
"lr": 3.0436839324951166e-05,
|
| 248 |
+
"elapsed_s": 968.919579744339,
|
| 249 |
+
"steps_per_sec": 0.24873065323294502,
|
| 250 |
+
"vram_gb": 10.17390848
|
| 251 |
+
},
|
| 252 |
+
{
|
| 253 |
+
"step": 250,
|
| 254 |
+
"loss": 0.2577468641102314,
|
| 255 |
+
"ema_loss": 0.22216086817509004,
|
| 256 |
+
"lr": 2.897157040767822e-05,
|
| 257 |
+
"elapsed_s": 1005.3552136421204,
|
| 258 |
+
"steps_per_sec": 0.24966300128956143,
|
| 259 |
+
"vram_gb": 10.17390848
|
| 260 |
+
},
|
| 261 |
+
{
|
| 262 |
+
"step": 260,
|
| 263 |
+
"loss": 0.21209231484681368,
|
| 264 |
+
"ema_loss": 0.2089893973874345,
|
| 265 |
+
"lr": 2.75e-05,
|
| 266 |
+
"elapsed_s": 1041.8542084693909,
|
| 267 |
+
"steps_per_sec": 0.25051489726517534,
|
| 268 |
+
"vram_gb": 10.17390848
|
| 269 |
+
},
|
| 270 |
+
{
|
| 271 |
+
"step": 270,
|
| 272 |
+
"loss": 0.16555726807564497,
|
| 273 |
+
"ema_loss": 0.20300413108044887,
|
| 274 |
+
"lr": 2.602842959232178e-05,
|
| 275 |
+
"elapsed_s": 1078.29061460495,
|
| 276 |
+
"steps_per_sec": 0.25132371211381216,
|
| 277 |
+
"vram_gb": 10.17390848
|
| 278 |
+
},
|
| 279 |
+
{
|
| 280 |
+
"step": 280,
|
| 281 |
+
"loss": 0.20196319418027997,
|
| 282 |
+
"ema_loss": 0.1959523809991305,
|
| 283 |
+
"lr": 2.4563160675048846e-05,
|
| 284 |
+
"elapsed_s": 1114.7595565319061,
|
| 285 |
+
"steps_per_sec": 0.25207229519001423,
|
| 286 |
+
"vram_gb": 10.17390848
|
| 287 |
+
},
|
| 288 |
+
{
|
| 289 |
+
"step": 290,
|
| 290 |
+
"loss": 0.1890458231791854,
|
| 291 |
+
"ema_loss": 0.19173463181336906,
|
| 292 |
+
"lr": 2.3110467754637118e-05,
|
| 293 |
+
"elapsed_s": 1151.1741054058075,
|
| 294 |
+
"steps_per_sec": 0.2527853941758165,
|
| 295 |
+
"vram_gb": 10.17390848
|
| 296 |
+
},
|
| 297 |
+
{
|
| 298 |
+
"step": 300,
|
| 299 |
+
"loss": 0.14224259229376912,
|
| 300 |
+
"ema_loss": 0.170971237515532,
|
| 301 |
+
"lr": 2.1676571485193282e-05,
|
| 302 |
+
"elapsed_s": 1231.5103888511658,
|
| 303 |
+
"steps_per_sec": 0.2444153153111381,
|
| 304 |
+
"vram_gb": 10.17390848
|
| 305 |
+
},
|
| 306 |
+
{
|
| 307 |
+
"step": 310,
|
| 308 |
+
"loss": 0.1485865106806159,
|
| 309 |
+
"ema_loss": 0.17176215697934846,
|
| 310 |
+
"lr": 2.026761203067887e-05,
|
| 311 |
+
"elapsed_s": 1267.9178903102875,
|
| 312 |
+
"steps_per_sec": 0.24528402223577067,
|
| 313 |
+
"vram_gb": 10.17390848
|
| 314 |
+
},
|
| 315 |
+
{
|
| 316 |
+
"step": 320,
|
| 317 |
+
"loss": 0.17956801364198327,
|
| 318 |
+
"ema_loss": 0.1700756775799304,
|
| 319 |
+
"lr": 1.888962277178548e-05,
|
| 320 |
+
"elapsed_s": 1304.4403862953186,
|
| 321 |
+
"steps_per_sec": 0.2460825372876237,
|
| 322 |
+
"vram_gb": 10.17390848
|
| 323 |
+
},
|
| 324 |
+
{
|
| 325 |
+
"step": 330,
|
| 326 |
+
"loss": 0.12682513892650604,
|
| 327 |
+
"ema_loss": 0.15713850400483031,
|
| 328 |
+
"lr": 1.7548504470072478e-05,
|
| 329 |
+
"elapsed_s": 1340.8541731834412,
|
| 330 |
+
"steps_per_sec": 0.24685756782495105,
|
| 331 |
+
"vram_gb": 10.17390848
|
| 332 |
+
},
|
| 333 |
+
{
|
| 334 |
+
"step": 340,
|
| 335 |
+
"loss": 0.12957867234945297,
|
| 336 |
+
"ema_loss": 0.1510191265222257,
|
| 337 |
+
"lr": 1.6250000000000005e-05,
|
| 338 |
+
"elapsed_s": 1377.3766162395477,
|
| 339 |
+
"steps_per_sec": 0.24757208448258908,
|
| 340 |
+
"vram_gb": 10.17390848
|
| 341 |
+
},
|
| 342 |
+
{
|
| 343 |
+
"step": 350,
|
| 344 |
+
"loss": 0.12622385285794735,
|
| 345 |
+
"ema_loss": 0.14607439549355963,
|
| 346 |
+
"lr": 1.4999669757058956e-05,
|
| 347 |
+
"elapsed_s": 1413.787192106247,
|
| 348 |
+
"steps_per_sec": 0.24826933074495,
|
| 349 |
+
"vram_gb": 10.17390848
|
| 350 |
+
},
|
| 351 |
+
{
|
| 352 |
+
"step": 360,
|
| 353 |
+
"loss": 0.1389128677546978,
|
| 354 |
+
"ema_loss": 0.1373236412001944,
|
| 355 |
+
"lr": 1.3802867847303787e-05,
|
| 356 |
+
"elapsed_s": 1450.3096079826355,
|
| 357 |
+
"steps_per_sec": 0.24891236878872158,
|
| 358 |
+
"vram_gb": 10.17390848
|
| 359 |
+
},
|
| 360 |
+
{
|
| 361 |
+
"step": 370,
|
| 362 |
+
"loss": 0.11274528503417969,
|
| 363 |
+
"ema_loss": 0.1358663910950191,
|
| 364 |
+
"lr": 1.2664719160248452e-05,
|
| 365 |
+
"elapsed_s": 1486.721604347229,
|
| 366 |
+
"steps_per_sec": 0.24954234801941552,
|
| 367 |
+
"vram_gb": 10.17390848
|
| 368 |
+
},
|
| 369 |
+
{
|
| 370 |
+
"step": 380,
|
| 371 |
+
"loss": 0.12164316419512033,
|
| 372 |
+
"ema_loss": 0.12515423124366815,
|
| 373 |
+
"lr": 1.1590097423302684e-05,
|
| 374 |
+
"elapsed_s": 1523.1735746860504,
|
| 375 |
+
"steps_per_sec": 0.2501356420121259,
|
| 376 |
+
"vram_gb": 10.17390848
|
| 377 |
+
},
|
| 378 |
+
{
|
| 379 |
+
"step": 390,
|
| 380 |
+
"loss": 0.10157549497671425,
|
| 381 |
+
"ema_loss": 0.1216169996836354,
|
| 382 |
+
"lr": 1.0583604331723012e-05,
|
| 383 |
+
"elapsed_s": 1559.6568088531494,
|
| 384 |
+
"steps_per_sec": 0.25069617737732386,
|
| 385 |
+
"vram_gb": 10.17390848
|
| 386 |
+
},
|
| 387 |
+
{
|
| 388 |
+
"step": 400,
|
| 389 |
+
"loss": 0.10004387237131596,
|
| 390 |
+
"ema_loss": 0.12196290672243944,
|
| 391 |
+
"lr": 9.649549843447213e-06,
|
| 392 |
+
"elapsed_s": 1641.5576264858246,
|
| 393 |
+
"steps_per_sec": 0.24428018458203227,
|
| 394 |
+
"vram_gb": 10.17390848
|
| 395 |
+
},
|
| 396 |
+
{
|
| 397 |
+
"step": 410,
|
| 398 |
+
"loss": 0.15670533804222941,
|
| 399 |
+
"ema_loss": 0.11768572540664866,
|
| 400 |
+
"lr": 8.79193372319273e-06,
|
| 401 |
+
"elapsed_s": 1678.030652999878,
|
| 402 |
+
"steps_per_sec": 0.24492997149083062,
|
| 403 |
+
"vram_gb": 10.17390848
|
| 404 |
+
},
|
| 405 |
+
{
|
| 406 |
+
"step": 420,
|
| 407 |
+
"loss": 0.0967125273309648,
|
| 408 |
+
"ema_loss": 0.12051557885116983,
|
| 409 |
+
"lr": 8.01442841485013e-06,
|
| 410 |
+
"elapsed_s": 1714.4823727607727,
|
| 411 |
+
"steps_per_sec": 0.24555516387262588,
|
| 412 |
+
"vram_gb": 10.17390848
|
| 413 |
+
},
|
| 414 |
+
{
|
| 415 |
+
"step": 430,
|
| 416 |
+
"loss": 0.08109346427954733,
|
| 417 |
+
"ema_loss": 0.11255813170642848,
|
| 418 |
+
"lr": 7.320363315514515e-06,
|
| 419 |
+
"elapsed_s": 1750.9651441574097,
|
| 420 |
+
"steps_per_sec": 0.24614995988820987,
|
| 421 |
+
"vram_gb": 10.17390848
|
| 422 |
+
},
|
| 423 |
+
{
|
| 424 |
+
"step": 440,
|
| 425 |
+
"loss": 0.06976099917665124,
|
| 426 |
+
"ema_loss": 0.10574265881842762,
|
| 427 |
+
"lr": 6.712710518496049e-06,
|
| 428 |
+
"elapsed_s": 1787.420247077942,
|
| 429 |
+
"steps_per_sec": 0.24672429481591848,
|
| 430 |
+
"vram_gb": 10.17390848
|
| 431 |
+
},
|
| 432 |
+
{
|
| 433 |
+
"step": 450,
|
| 434 |
+
"loss": 0.08222721493802965,
|
| 435 |
+
"ema_loss": 0.09805770252970188,
|
| 436 |
+
"lr": 6.194072086360125e-06,
|
| 437 |
+
"elapsed_s": 1823.9047615528107,
|
| 438 |
+
"steps_per_sec": 0.24727168298855356,
|
| 439 |
+
"vram_gb": 10.17390848
|
| 440 |
+
},
|
| 441 |
+
{
|
| 442 |
+
"step": 460,
|
| 443 |
+
"loss": 0.09003248857334256,
|
| 444 |
+
"ema_loss": 0.09465487723876762,
|
| 445 |
+
"lr": 5.766668908495966e-06,
|
| 446 |
+
"elapsed_s": 1860.354943037033,
|
| 447 |
+
"steps_per_sec": 0.24780217437830257,
|
| 448 |
+
"vram_gb": 10.17390848
|
| 449 |
+
},
|
| 450 |
+
{
|
| 451 |
+
"step": 470,
|
| 452 |
+
"loss": 0.050968108931556344,
|
| 453 |
+
"ema_loss": 0.0877422503218975,
|
| 454 |
+
"lr": 5.432331190927316e-06,
|
| 455 |
+
"elapsed_s": 1896.8366348743439,
|
| 456 |
+
"steps_per_sec": 0.24830815228914083,
|
| 457 |
+
"vram_gb": 10.17390848
|
| 458 |
+
},
|
| 459 |
+
{
|
| 460 |
+
"step": 480,
|
| 461 |
+
"loss": 0.09658047696575522,
|
| 462 |
+
"ema_loss": 0.08559591419795948,
|
| 463 |
+
"lr": 5.192490619089267e-06,
|
| 464 |
+
"elapsed_s": 1933.280499458313,
|
| 465 |
+
"steps_per_sec": 0.24879990261877244,
|
| 466 |
+
"vram_gb": 10.17390848
|
| 467 |
+
},
|
| 468 |
+
{
|
| 469 |
+
"step": 490,
|
| 470 |
+
"loss": 0.057105707470327616,
|
| 471 |
+
"ema_loss": 0.08398783932396543,
|
| 472 |
+
"lr": 5.048174227131422e-06,
|
| 473 |
+
"elapsed_s": 1969.7602517604828,
|
| 474 |
+
"steps_per_sec": 0.24926891461088543,
|
| 475 |
+
"vram_gb": 10.17390848
|
| 476 |
+
},
|
| 477 |
+
{
|
| 478 |
+
"step": 499,
|
| 479 |
+
"loss": 0.0780253498815,
|
| 480 |
+
"ema_loss": 0.08407452203461949,
|
| 481 |
+
"lr": 5.000481912557093e-06,
|
| 482 |
+
"elapsed_s": 2002.5768718719482,
|
| 483 |
+
"steps_per_sec": 0.24967830549876227,
|
| 484 |
+
"vram_gb": 10.17390848
|
| 485 |
+
}
|
| 486 |
+
]
|
| 487 |
+
}
|
logs/training_log.json
ADDED
|
@@ -0,0 +1,930 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"config": {
|
| 3 |
+
"vocab_size": 32000,
|
| 4 |
+
"d_model": 1280,
|
| 5 |
+
"n_layers": 23,
|
| 6 |
+
"n_heads": 20,
|
| 7 |
+
"d_ff": 3456,
|
| 8 |
+
"max_seq_len": 512,
|
| 9 |
+
"rope_theta": 10000.0,
|
| 10 |
+
"rope_pct": 0.25,
|
| 11 |
+
"dropout": 0.0,
|
| 12 |
+
"tie_embeddings": true
|
| 13 |
+
},
|
| 14 |
+
"train_args": {
|
| 15 |
+
"steps": 1000,
|
| 16 |
+
"batch_size": 8,
|
| 17 |
+
"grad_accum": 4,
|
| 18 |
+
"seq_len": 512,
|
| 19 |
+
"lr": 0.0003,
|
| 20 |
+
"warmup": 100,
|
| 21 |
+
"save_every": 200,
|
| 22 |
+
"log_every": 10,
|
| 23 |
+
"corpus": "curated",
|
| 24 |
+
"resume": true,
|
| 25 |
+
"use_8bit_adam": true
|
| 26 |
+
},
|
| 27 |
+
"total_params": 496986880,
|
| 28 |
+
"steps": [
|
| 29 |
+
{
|
| 30 |
+
"step": 720,
|
| 31 |
+
"loss": 4.28348183631897,
|
| 32 |
+
"ema_loss": 4.180650027796879,
|
| 33 |
+
"lr": 0.00021277697160092742,
|
| 34 |
+
"elapsed_s": 17.697318077087402,
|
| 35 |
+
"steps_per_sec": 0.5650573695088259,
|
| 36 |
+
"vram_gb": 15.430634496
|
| 37 |
+
},
|
| 38 |
+
{
|
| 39 |
+
"step": 730,
|
| 40 |
+
"loss": 4.118941903114319,
|
| 41 |
+
"ema_loss": 4.135945131418912,
|
| 42 |
+
"lr": 0.00021030580199599434,
|
| 43 |
+
"elapsed_s": 35.07432723045349,
|
| 44 |
+
"steps_per_sec": 0.5702176372077319,
|
| 45 |
+
"vram_gb": 15.430634496
|
| 46 |
+
},
|
| 47 |
+
{
|
| 48 |
+
"step": 740,
|
| 49 |
+
"loss": 3.6725871562957764,
|
| 50 |
+
"ema_loss": 4.0054830158378945,
|
| 51 |
+
"lr": 0.00020781740384119815,
|
| 52 |
+
"elapsed_s": 52.46801733970642,
|
| 53 |
+
"steps_per_sec": 0.5717768942127871,
|
| 54 |
+
"vram_gb": 15.430634496
|
| 55 |
+
},
|
| 56 |
+
{
|
| 57 |
+
"step": 750,
|
| 58 |
+
"loss": 3.6983203291893005,
|
| 59 |
+
"ema_loss": 3.8964221631363376,
|
| 60 |
+
"lr": 0.00020531272340588638,
|
| 61 |
+
"elapsed_s": 69.84280610084534,
|
| 62 |
+
"steps_per_sec": 0.5727146750410399,
|
| 63 |
+
"vram_gb": 15.430634496
|
| 64 |
+
},
|
| 65 |
+
{
|
| 66 |
+
"step": 760,
|
| 67 |
+
"loss": 3.6233853101730347,
|
| 68 |
+
"ema_loss": 3.7636052763477563,
|
| 69 |
+
"lr": 0.00020279271315110968,
|
| 70 |
+
"elapsed_s": 87.27109622955322,
|
| 71 |
+
"steps_per_sec": 0.5729273741271987,
|
| 72 |
+
"vram_gb": 15.428668416
|
| 73 |
+
},
|
| 74 |
+
{
|
| 75 |
+
"step": 770,
|
| 76 |
+
"loss": 3.3926801681518555,
|
| 77 |
+
"ema_loss": 3.6054279373031792,
|
| 78 |
+
"lr": 0.00020025833136742718,
|
| 79 |
+
"elapsed_s": 104.76516604423523,
|
| 80 |
+
"steps_per_sec": 0.5727094440404559,
|
| 81 |
+
"vram_gb": 15.428668416
|
| 82 |
+
},
|
| 83 |
+
{
|
| 84 |
+
"step": 780,
|
| 85 |
+
"loss": 3.1609978079795837,
|
| 86 |
+
"ema_loss": 3.4584633810890293,
|
| 87 |
+
"lr": 0.00019771054181049524,
|
| 88 |
+
"elapsed_s": 122.30735993385315,
|
| 89 |
+
"steps_per_sec": 0.5723285993406916,
|
| 90 |
+
"vram_gb": 15.428668416
|
| 91 |
+
},
|
| 92 |
+
{
|
| 93 |
+
"step": 790,
|
| 94 |
+
"loss": 3.1603373289108276,
|
| 95 |
+
"ema_loss": 3.309057160849107,
|
| 96 |
+
"lr": 0.00019515031333457712,
|
| 97 |
+
"elapsed_s": 139.78667426109314,
|
| 98 |
+
"steps_per_sec": 0.5723006175150589,
|
| 99 |
+
"vram_gb": 15.428668416
|
| 100 |
+
},
|
| 101 |
+
{
|
| 102 |
+
"step": 800,
|
| 103 |
+
"loss": 2.7271658778190613,
|
| 104 |
+
"ema_loss": 3.1769729487969567,
|
| 105 |
+
"lr": 0.00019257861952411492,
|
| 106 |
+
"elapsed_s": 200.5202157497406,
|
| 107 |
+
"steps_per_sec": 0.44883255118937515,
|
| 108 |
+
"vram_gb": 15.428668416
|
| 109 |
+
},
|
| 110 |
+
{
|
| 111 |
+
"step": 810,
|
| 112 |
+
"loss": 3.0822166204452515,
|
| 113 |
+
"ema_loss": 3.088718658479337,
|
| 114 |
+
"lr": 0.00018999643832350203,
|
| 115 |
+
"elapsed_s": 217.9351396560669,
|
| 116 |
+
"steps_per_sec": 0.4588521160828604,
|
| 117 |
+
"vram_gb": 15.428668416
|
| 118 |
+
},
|
| 119 |
+
{
|
| 120 |
+
"step": 820,
|
| 121 |
+
"loss": 2.85100781917572,
|
| 122 |
+
"ema_loss": 3.003455477485217,
|
| 123 |
+
"lr": 0.00018740475166519754,
|
| 124 |
+
"elapsed_s": 235.42823815345764,
|
| 125 |
+
"steps_per_sec": 0.4672336711295415,
|
| 126 |
+
"vram_gb": 15.428668416
|
| 127 |
+
},
|
| 128 |
+
{
|
| 129 |
+
"step": 830,
|
| 130 |
+
"loss": 2.7287580966949463,
|
| 131 |
+
"ema_loss": 2.9638366754161387,
|
| 132 |
+
"lr": 0.0001848045450963247,
|
| 133 |
+
"elapsed_s": 252.95333313941956,
|
| 134 |
+
"steps_per_sec": 0.4743958045963361,
|
| 135 |
+
"vram_gb": 15.428668416
|
| 136 |
+
},
|
| 137 |
+
{
|
| 138 |
+
"step": 840,
|
| 139 |
+
"loss": 2.7534950971603394,
|
| 140 |
+
"ema_loss": 2.85498482454621,
|
| 141 |
+
"lr": 0.00018219680740389431,
|
| 142 |
+
"elapsed_s": 270.4455711841583,
|
| 143 |
+
"steps_per_sec": 0.48068821918875965,
|
| 144 |
+
"vram_gb": 15.428668416
|
| 145 |
+
},
|
| 146 |
+
{
|
| 147 |
+
"step": 850,
|
| 148 |
+
"loss": 2.6869542002677917,
|
| 149 |
+
"ema_loss": 2.7344452315263985,
|
| 150 |
+
"lr": 0.00017958253023879622,
|
| 151 |
+
"elapsed_s": 287.96280574798584,
|
| 152 |
+
"steps_per_sec": 0.48617389886985163,
|
| 153 |
+
"vram_gb": 15.428668416
|
| 154 |
+
},
|
| 155 |
+
{
|
| 156 |
+
"step": 860,
|
| 157 |
+
"loss": 2.446716547012329,
|
| 158 |
+
"ema_loss": 2.6342544765284797,
|
| 159 |
+
"lr": 0.00017696270773870167,
|
| 160 |
+
"elapsed_s": 305.5090491771698,
|
| 161 |
+
"steps_per_sec": 0.4909838199686599,
|
| 162 |
+
"vram_gb": 15.428668416
|
| 163 |
+
},
|
| 164 |
+
{
|
| 165 |
+
"step": 870,
|
| 166 |
+
"loss": 2.5103383660316467,
|
| 167 |
+
"ema_loss": 2.5549315583614782,
|
| 168 |
+
"lr": 0.0001743383361500204,
|
| 169 |
+
"elapsed_s": 323.075519323349,
|
| 170 |
+
"steps_per_sec": 0.49524024703296865,
|
| 171 |
+
"vram_gb": 15.428668416
|
| 172 |
+
},
|
| 173 |
+
{
|
| 174 |
+
"step": 880,
|
| 175 |
+
"loss": 2.2758803963661194,
|
| 176 |
+
"ema_loss": 2.480248449238682,
|
| 177 |
+
"lr": 0.00017171041344905526,
|
| 178 |
+
"elapsed_s": 340.6705768108368,
|
| 179 |
+
"steps_per_sec": 0.4990157987562144,
|
| 180 |
+
"vram_gb": 15.428668416
|
| 181 |
+
},
|
| 182 |
+
{
|
| 183 |
+
"step": 890,
|
| 184 |
+
"loss": 2.280333399772644,
|
| 185 |
+
"ema_loss": 2.428152495952108,
|
| 186 |
+
"lr": 0.00016907993896249943,
|
| 187 |
+
"elapsed_s": 358.2743320465088,
|
| 188 |
+
"steps_per_sec": 0.5024083053112317,
|
| 189 |
+
"vram_gb": 15.428668416
|
| 190 |
+
},
|
| 191 |
+
{
|
| 192 |
+
"step": 900,
|
| 193 |
+
"loss": 2.089028149843216,
|
| 194 |
+
"ema_loss": 2.309313885635373,
|
| 195 |
+
"lr": 0.00016644791298741992,
|
| 196 |
+
"elapsed_s": 375.8712692260742,
|
| 197 |
+
"steps_per_sec": 0.5054922138401625,
|
| 198 |
+
"vram_gb": 15.428668416
|
| 199 |
+
},
|
| 200 |
+
{
|
| 201 |
+
"step": 910,
|
| 202 |
+
"loss": 2.392301082611084,
|
| 203 |
+
"ema_loss": 2.231137390297292,
|
| 204 |
+
"lr": 0.00016381533641087205,
|
| 205 |
+
"elapsed_s": 393.4869828224182,
|
| 206 |
+
"steps_per_sec": 0.5082760262243811,
|
| 207 |
+
"vram_gb": 15.428668416
|
| 208 |
+
},
|
| 209 |
+
{
|
| 210 |
+
"step": 920,
|
| 211 |
+
"loss": 2.169742077589035,
|
| 212 |
+
"ema_loss": 2.1655222685266406,
|
| 213 |
+
"lr": 0.00016118321032928992,
|
| 214 |
+
"elapsed_s": 411.1121575832367,
|
| 215 |
+
"steps_per_sec": 0.5108095105591274,
|
| 216 |
+
"vram_gb": 15.428668416
|
| 217 |
+
},
|
| 218 |
+
{
|
| 219 |
+
"step": 930,
|
| 220 |
+
"loss": 1.7299185693264008,
|
| 221 |
+
"ema_loss": 2.0710785211805653,
|
| 222 |
+
"lr": 0.00015855253566779667,
|
| 223 |
+
"elapsed_s": 428.7321665287018,
|
| 224 |
+
"steps_per_sec": 0.5131408771617605,
|
| 225 |
+
"vram_gb": 15.428668416
|
| 226 |
+
},
|
| 227 |
+
{
|
| 228 |
+
"step": 940,
|
| 229 |
+
"loss": 2.0483551025390625,
|
| 230 |
+
"ema_loss": 1.9999614091930757,
|
| 231 |
+
"lr": 0.00015592431279958026,
|
| 232 |
+
"elapsed_s": 446.3725197315216,
|
| 233 |
+
"steps_per_sec": 0.5152646944716431,
|
| 234 |
+
"vram_gb": 15.428668416
|
| 235 |
+
},
|
| 236 |
+
{
|
| 237 |
+
"step": 950,
|
| 238 |
+
"loss": 1.770757019519806,
|
| 239 |
+
"ema_loss": 1.942065600070645,
|
| 240 |
+
"lr": 0.00015329954116547926,
|
| 241 |
+
"elapsed_s": 464.01725935935974,
|
| 242 |
+
"steps_per_sec": 0.5172221402526133,
|
| 243 |
+
"vram_gb": 15.428668416
|
| 244 |
+
},
|
| 245 |
+
{
|
| 246 |
+
"step": 960,
|
| 247 |
+
"loss": 1.6447540819644928,
|
| 248 |
+
"ema_loss": 1.9088268255451808,
|
| 249 |
+
"lr": 0.00015067921889392276,
|
| 250 |
+
"elapsed_s": 481.6594491004944,
|
| 251 |
+
"steps_per_sec": 0.5190389194416895,
|
| 252 |
+
"vram_gb": 15.428668416
|
| 253 |
+
},
|
| 254 |
+
{
|
| 255 |
+
"step": 970,
|
| 256 |
+
"loss": 1.758211225271225,
|
| 257 |
+
"ema_loss": 1.837405344969316,
|
| 258 |
+
"lr": 0.00014806434242136985,
|
| 259 |
+
"elapsed_s": 499.30819845199585,
|
| 260 |
+
"steps_per_sec": 0.5207204704550765,
|
| 261 |
+
"vram_gb": 15.428668416
|
| 262 |
+
},
|
| 263 |
+
{
|
| 264 |
+
"step": 980,
|
| 265 |
+
"loss": 1.5929311215877533,
|
| 266 |
+
"ema_loss": 1.7585266107130897,
|
| 267 |
+
"lr": 0.0001454559061133919,
|
| 268 |
+
"elapsed_s": 516.9588961601257,
|
| 269 |
+
"steps_per_sec": 0.522285237773273,
|
| 270 |
+
"vram_gb": 15.428668416
|
| 271 |
+
},
|
| 272 |
+
{
|
| 273 |
+
"step": 990,
|
| 274 |
+
"loss": 1.3716070353984833,
|
| 275 |
+
"ema_loss": 1.664784491957035,
|
| 276 |
+
"lr": 0.00014285490188654308,
|
| 277 |
+
"elapsed_s": 534.6144878864288,
|
| 278 |
+
"steps_per_sec": 0.5237418856847029,
|
| 279 |
+
"vram_gb": 15.428668416
|
| 280 |
+
},
|
| 281 |
+
{
|
| 282 |
+
"step": 1000,
|
| 283 |
+
"loss": 1.5660839676856995,
|
| 284 |
+
"ema_loss": 1.6258334135726564,
|
| 285 |
+
"lr": 0.00014026231883116147,
|
| 286 |
+
"elapsed_s": 592.9495124816895,
|
| 287 |
+
"steps_per_sec": 0.48908042572841365,
|
| 288 |
+
"vram_gb": 15.428668416
|
| 289 |
+
},
|
| 290 |
+
{
|
| 291 |
+
"step": 1010,
|
| 292 |
+
"loss": 1.3805969655513763,
|
| 293 |
+
"ema_loss": 1.5515371576395063,
|
| 294 |
+
"lr": 0.00013767914283524546,
|
| 295 |
+
"elapsed_s": 610.4368507862091,
|
| 296 |
+
"steps_per_sec": 0.4914513263961972,
|
| 297 |
+
"vram_gb": 15.428668416
|
| 298 |
+
},
|
| 299 |
+
{
|
| 300 |
+
"step": 1020,
|
| 301 |
+
"loss": 1.6006771624088287,
|
| 302 |
+
"ema_loss": 1.4895273508195535,
|
| 303 |
+
"lr": 0.0001351063562095476,
|
| 304 |
+
"elapsed_s": 627.9561829566956,
|
| 305 |
+
"steps_per_sec": 0.4936650174226852,
|
| 306 |
+
"vram_gb": 15.428668416
|
| 307 |
+
},
|
| 308 |
+
{
|
| 309 |
+
"step": 1030,
|
| 310 |
+
"loss": 1.2836307883262634,
|
| 311 |
+
"ema_loss": 1.4065686388898713,
|
| 312 |
+
"lr": 0.00013254493731402865,
|
| 313 |
+
"elapsed_s": 645.4572558403015,
|
| 314 |
+
"steps_per_sec": 0.4957725660445192,
|
| 315 |
+
"vram_gb": 15.428668416
|
| 316 |
+
},
|
| 317 |
+
{
|
| 318 |
+
"step": 1040,
|
| 319 |
+
"loss": 1.3605864644050598,
|
| 320 |
+
"ema_loss": 1.3870377512296692,
|
| 321 |
+
"lr": 0.0001299958601858145,
|
| 322 |
+
"elapsed_s": 662.9888000488281,
|
| 323 |
+
"steps_per_sec": 0.49774596490271933,
|
| 324 |
+
"vram_gb": 15.428668416
|
| 325 |
+
},
|
| 326 |
+
{
|
| 327 |
+
"step": 1050,
|
| 328 |
+
"loss": 1.2070442289113998,
|
| 329 |
+
"ema_loss": 1.3173434739374783,
|
| 330 |
+
"lr": 0.00012746009416879654,
|
| 331 |
+
"elapsed_s": 680.5442576408386,
|
| 332 |
+
"steps_per_sec": 0.4996001306052267,
|
| 333 |
+
"vram_gb": 15.428668416
|
| 334 |
+
},
|
| 335 |
+
{
|
| 336 |
+
"step": 1060,
|
| 337 |
+
"loss": 1.0203208923339844,
|
| 338 |
+
"ema_loss": 1.2372483979334374,
|
| 339 |
+
"lr": 0.0001249386035450169,
|
| 340 |
+
"elapsed_s": 698.1243305206299,
|
| 341 |
+
"steps_per_sec": 0.5013433634936998,
|
| 342 |
+
"vram_gb": 15.428668416
|
| 343 |
+
},
|
| 344 |
+
{
|
| 345 |
+
"step": 1070,
|
| 346 |
+
"loss": 1.2167232036590576,
|
| 347 |
+
"ema_loss": 1.1832412849618354,
|
| 348 |
+
"lr": 0.00012243234716797824,
|
| 349 |
+
"elapsed_s": 715.7207224369049,
|
| 350 |
+
"steps_per_sec": 0.5029894883779004,
|
| 351 |
+
"vram_gb": 15.428668416
|
| 352 |
+
},
|
| 353 |
+
{
|
| 354 |
+
"step": 1080,
|
| 355 |
+
"loss": 0.9296802133321762,
|
| 356 |
+
"ema_loss": 1.13472966931652,
|
| 357 |
+
"lr": 0.00011994227809801857,
|
| 358 |
+
"elapsed_s": 733.3160738945007,
|
| 359 |
+
"steps_per_sec": 0.504557329604138,
|
| 360 |
+
"vram_gb": 15.428668416
|
| 361 |
+
},
|
| 362 |
+
{
|
| 363 |
+
"step": 1090,
|
| 364 |
+
"loss": 1.1032112538814545,
|
| 365 |
+
"ema_loss": 1.0848564241444187,
|
| 366 |
+
"lr": 0.00011746934323988837,
|
| 367 |
+
"elapsed_s": 750.9138088226318,
|
| 368 |
+
"steps_per_sec": 0.506050089284957,
|
| 369 |
+
"vram_gb": 15.428668416
|
| 370 |
+
},
|
| 371 |
+
{
|
| 372 |
+
"step": 1100,
|
| 373 |
+
"loss": 0.7624894231557846,
|
| 374 |
+
"ema_loss": 1.035134231257411,
|
| 375 |
+
"lr": 0.0001150144829826688,
|
| 376 |
+
"elapsed_s": 768.5393669605255,
|
| 377 |
+
"steps_per_sec": 0.5074561132013314,
|
| 378 |
+
"vram_gb": 15.428668416
|
| 379 |
+
},
|
| 380 |
+
{
|
| 381 |
+
"step": 1110,
|
| 382 |
+
"loss": 1.0394368767738342,
|
| 383 |
+
"ema_loss": 0.9800935883989342,
|
| 384 |
+
"lr": 0.00011257863084216771,
|
| 385 |
+
"elapsed_s": 786.1641900539398,
|
| 386 |
+
"steps_per_sec": 0.5087995676482738,
|
| 387 |
+
"vram_gb": 15.428668416
|
| 388 |
+
},
|
| 389 |
+
{
|
| 390 |
+
"step": 1120,
|
| 391 |
+
"loss": 0.8956251740455627,
|
| 392 |
+
"ema_loss": 0.9325636114854202,
|
| 393 |
+
"lr": 0.0001101627131059291,
|
| 394 |
+
"elapsed_s": 803.8073284626007,
|
| 395 |
+
"steps_per_sec": 0.5100724831461603,
|
| 396 |
+
"vram_gb": 15.428668416
|
| 397 |
+
},
|
| 398 |
+
{
|
| 399 |
+
"step": 1130,
|
| 400 |
+
"loss": 0.7532132491469383,
|
| 401 |
+
"ema_loss": 0.8859757228483139,
|
| 402 |
+
"lr": 0.00010776764848099159,
|
| 403 |
+
"elapsed_s": 821.4637365341187,
|
| 404 |
+
"steps_per_sec": 0.5112824599805761,
|
| 405 |
+
"vram_gb": 15.428668416
|
| 406 |
+
},
|
| 407 |
+
{
|
| 408 |
+
"step": 1140,
|
| 409 |
+
"loss": 0.7787892669439316,
|
| 410 |
+
"ema_loss": 0.858024045693639,
|
| 411 |
+
"lr": 0.00010539434774452933,
|
| 412 |
+
"elapsed_s": 839.1095054149628,
|
| 413 |
+
"steps_per_sec": 0.5124480145024136,
|
| 414 |
+
"vram_gb": 15.428668416
|
| 415 |
+
},
|
| 416 |
+
{
|
| 417 |
+
"step": 1150,
|
| 418 |
+
"loss": 0.7684804052114487,
|
| 419 |
+
"ema_loss": 0.8112544161741339,
|
| 420 |
+
"lr": 0.0001030437133975086,
|
| 421 |
+
"elapsed_s": 856.7590296268463,
|
| 422 |
+
"steps_per_sec": 0.5135633063495555,
|
| 423 |
+
"vram_gb": 15.428668416
|
| 424 |
+
},
|
| 425 |
+
{
|
| 426 |
+
"step": 1160,
|
| 427 |
+
"loss": 0.6312309950590134,
|
| 428 |
+
"ema_loss": 0.7749217716574573,
|
| 429 |
+
"lr": 0.00010071663932149149,
|
| 430 |
+
"elapsed_s": 874.4188885688782,
|
| 431 |
+
"steps_per_sec": 0.5146274924784557,
|
| 432 |
+
"vram_gb": 15.428668416
|
| 433 |
+
},
|
| 434 |
+
{
|
| 435 |
+
"step": 1170,
|
| 436 |
+
"loss": 0.6993876099586487,
|
| 437 |
+
"ema_loss": 0.7453027083515941,
|
| 438 |
+
"lr": 9.841401043871715e-05,
|
| 439 |
+
"elapsed_s": 892.0863609313965,
|
| 440 |
+
"steps_per_sec": 0.5156451439519039,
|
| 441 |
+
"vram_gb": 15.428668416
|
| 442 |
+
},
|
| 443 |
+
{
|
| 444 |
+
"step": 1180,
|
| 445 |
+
"loss": 0.5929347425699234,
|
| 446 |
+
"ema_loss": 0.7042416589248688,
|
| 447 |
+
"lr": 9.613670237559053e-05,
|
| 448 |
+
"elapsed_s": 909.741069316864,
|
| 449 |
+
"steps_per_sec": 0.5166305181241613,
|
| 450 |
+
"vram_gb": 15.428668416
|
| 451 |
+
},
|
| 452 |
+
{
|
| 453 |
+
"step": 1190,
|
| 454 |
+
"loss": 0.6512271761894226,
|
| 455 |
+
"ema_loss": 0.6882631183908091,
|
| 456 |
+
"lr": 9.388558112970555e-05,
|
| 457 |
+
"elapsed_s": 927.3969824314117,
|
| 458 |
+
"steps_per_sec": 0.5175777030690304,
|
| 459 |
+
"vram_gb": 15.428668416
|
| 460 |
+
},
|
| 461 |
+
{
|
| 462 |
+
"step": 1200,
|
| 463 |
+
"loss": 0.6192804276943207,
|
| 464 |
+
"ema_loss": 0.6477409202862138,
|
| 465 |
+
"lr": 9.166150274053016e-05,
|
| 466 |
+
"elapsed_s": 986.2773616313934,
|
| 467 |
+
"steps_per_sec": 0.4968176489314273,
|
| 468 |
+
"vram_gb": 15.428668416
|
| 469 |
+
},
|
| 470 |
+
{
|
| 471 |
+
"step": 1210,
|
| 472 |
+
"loss": 0.5546711385250092,
|
| 473 |
+
"ema_loss": 0.6117017021277563,
|
| 474 |
+
"lr": 8.946531296387777e-05,
|
| 475 |
+
"elapsed_s": 1003.7613523006439,
|
| 476 |
+
"steps_per_sec": 0.49812637122757175,
|
| 477 |
+
"vram_gb": 15.428668416
|
| 478 |
+
},
|
| 479 |
+
{
|
| 480 |
+
"step": 1220,
|
| 481 |
+
"loss": 0.481452077627182,
|
| 482 |
+
"ema_loss": 0.5780685955709823,
|
| 483 |
+
"lr": 8.729784695029022e-05,
|
| 484 |
+
"elapsed_s": 1021.3000912666321,
|
| 485 |
+
"steps_per_sec": 0.4993635116271165,
|
| 486 |
+
"vram_gb": 15.428668416
|
| 487 |
+
},
|
| 488 |
+
{
|
| 489 |
+
"step": 1230,
|
| 490 |
+
"loss": 0.45283564925193787,
|
| 491 |
+
"ema_loss": 0.5569614956021417,
|
| 492 |
+
"lr": 8.515992892745223e-05,
|
| 493 |
+
"elapsed_s": 1038.7958240509033,
|
| 494 |
+
"steps_per_sec": 0.5005796018434118,
|
| 495 |
+
"vram_gb": 15.428668416
|
| 496 |
+
},
|
| 497 |
+
{
|
| 498 |
+
"step": 1240,
|
| 499 |
+
"loss": 0.47686392813920975,
|
| 500 |
+
"ema_loss": 0.5290220321572775,
|
| 501 |
+
"lr": 8.305237188676093e-05,
|
| 502 |
+
"elapsed_s": 1056.3251626491547,
|
| 503 |
+
"steps_per_sec": 0.5017394441980485,
|
| 504 |
+
"vram_gb": 15.428668416
|
| 505 |
+
},
|
| 506 |
+
{
|
| 507 |
+
"step": 1250,
|
| 508 |
+
"loss": 0.3735135644674301,
|
| 509 |
+
"ema_loss": 0.49133690958435916,
|
| 510 |
+
"lr": 8.097597727416727e-05,
|
| 511 |
+
"elapsed_s": 1073.8807201385498,
|
| 512 |
+
"steps_per_sec": 0.5028491431807532,
|
| 513 |
+
"vram_gb": 15.428668416
|
| 514 |
+
},
|
| 515 |
+
{
|
| 516 |
+
"step": 1260,
|
| 517 |
+
"loss": 0.45909684151411057,
|
| 518 |
+
"ema_loss": 0.48467543677400826,
|
| 519 |
+
"lr": 7.893153468540834e-05,
|
| 520 |
+
"elapsed_s": 1091.462209224701,
|
| 521 |
+
"steps_per_sec": 0.5039111710433675,
|
| 522 |
+
"vram_gb": 15.428668416
|
| 523 |
+
},
|
| 524 |
+
{
|
| 525 |
+
"step": 1270,
|
| 526 |
+
"loss": 0.3922751322388649,
|
| 527 |
+
"ema_loss": 0.45441256367994354,
|
| 528 |
+
"lr": 7.691982156574558e-05,
|
| 529 |
+
"elapsed_s": 1109.0576066970825,
|
| 530 |
+
"steps_per_sec": 0.5049331942889357,
|
| 531 |
+
"vram_gb": 15.428668416
|
| 532 |
+
},
|
| 533 |
+
{
|
| 534 |
+
"step": 1280,
|
| 535 |
+
"loss": 0.37874237447977066,
|
| 536 |
+
"ema_loss": 0.4349958523394238,
|
| 537 |
+
"lr": 7.494160291432407e-05,
|
| 538 |
+
"elapsed_s": 1126.652606010437,
|
| 539 |
+
"steps_per_sec": 0.5059234736237052,
|
| 540 |
+
"vram_gb": 15.428668416
|
| 541 |
+
},
|
| 542 |
+
{
|
| 543 |
+
"step": 1290,
|
| 544 |
+
"loss": 0.35153336822986603,
|
| 545 |
+
"ema_loss": 0.4098208888180574,
|
| 546 |
+
"lr": 7.299763099326428e-05,
|
| 547 |
+
"elapsed_s": 1144.2501864433289,
|
| 548 |
+
"steps_per_sec": 0.5068821546822843,
|
| 549 |
+
"vram_gb": 15.428668416
|
| 550 |
+
},
|
| 551 |
+
{
|
| 552 |
+
"step": 1300,
|
| 553 |
+
"loss": 0.4052524045109749,
|
| 554 |
+
"ema_loss": 0.3939671492847197,
|
| 555 |
+
"lr": 7.108864504159727e-05,
|
| 556 |
+
"elapsed_s": 1161.8791389465332,
|
| 557 |
+
"steps_per_sec": 0.5077980834865048,
|
| 558 |
+
"vram_gb": 15.428668416
|
| 559 |
+
},
|
| 560 |
+
{
|
| 561 |
+
"step": 1310,
|
| 562 |
+
"loss": 0.32005714252591133,
|
| 563 |
+
"ema_loss": 0.3771534058817519,
|
| 564 |
+
"lr": 6.921537099415279e-05,
|
| 565 |
+
"elapsed_s": 1179.5162498950958,
|
| 566 |
+
"steps_per_sec": 0.5086831148391241,
|
| 567 |
+
"vram_gb": 15.428668416
|
| 568 |
+
},
|
| 569 |
+
{
|
| 570 |
+
"step": 1320,
|
| 571 |
+
"loss": 0.2465466745197773,
|
| 572 |
+
"ema_loss": 0.35445263362599905,
|
| 573 |
+
"lr": 6.737852120550606e-05,
|
| 574 |
+
"elapsed_s": 1197.1513810157776,
|
| 575 |
+
"steps_per_sec": 0.5095429113421043,
|
| 576 |
+
"vram_gb": 15.428668416
|
| 577 |
+
},
|
| 578 |
+
{
|
| 579 |
+
"step": 1330,
|
| 580 |
+
"loss": 0.3049493618309498,
|
| 581 |
+
"ema_loss": 0.3454900266396032,
|
| 582 |
+
"lr": 6.55787941790888e-05,
|
| 583 |
+
"elapsed_s": 1214.7954704761505,
|
| 584 |
+
"steps_per_sec": 0.510373980697331,
|
| 585 |
+
"vram_gb": 15.428668416
|
| 586 |
+
},
|
| 587 |
+
{
|
| 588 |
+
"step": 1340,
|
| 589 |
+
"loss": 0.3119439110159874,
|
| 590 |
+
"ema_loss": 0.3349345600271566,
|
| 591 |
+
"lr": 6.381687430156783e-05,
|
| 592 |
+
"elapsed_s": 1232.4373080730438,
|
| 593 |
+
"steps_per_sec": 0.511182188232378,
|
| 594 |
+
"vram_gb": 15.428668416
|
| 595 |
+
},
|
| 596 |
+
{
|
| 597 |
+
"step": 1350,
|
| 598 |
+
"loss": 0.2921401411294937,
|
| 599 |
+
"ema_loss": 0.31941364171661696,
|
| 600 |
+
"lr": 6.209343158259153e-05,
|
| 601 |
+
"elapsed_s": 1250.084626674652,
|
| 602 |
+
"steps_per_sec": 0.511965339260641,
|
| 603 |
+
"vram_gb": 15.428668416
|
| 604 |
+
},
|
| 605 |
+
{
|
| 606 |
+
"step": 1360,
|
| 607 |
+
"loss": 0.24287717416882515,
|
| 608 |
+
"ema_loss": 0.3099492300999808,
|
| 609 |
+
"lr": 6.0409121400003627e-05,
|
| 610 |
+
"elapsed_s": 1267.7480945587158,
|
| 611 |
+
"steps_per_sec": 0.5127201553604033,
|
| 612 |
+
"vram_gb": 15.428668416
|
| 613 |
+
},
|
| 614 |
+
{
|
| 615 |
+
"step": 1370,
|
| 616 |
+
"loss": 0.22612635791301727,
|
| 617 |
+
"ema_loss": 0.2947590519243712,
|
| 618 |
+
"lr": 5.876458425062101e-05,
|
| 619 |
+
"elapsed_s": 1285.4061183929443,
|
| 620 |
+
"steps_per_sec": 0.513456401487456,
|
| 621 |
+
"vram_gb": 15.428668416
|
| 622 |
+
},
|
| 623 |
+
{
|
| 624 |
+
"step": 1380,
|
| 625 |
+
"loss": 0.22580422461032867,
|
| 626 |
+
"ema_loss": 0.2781091778342552,
|
| 627 |
+
"lr": 5.7160445506670415e-05,
|
| 628 |
+
"elapsed_s": 1303.058067560196,
|
| 629 |
+
"steps_per_sec": 0.514175090642343,
|
| 630 |
+
"vram_gb": 15.428668416
|
| 631 |
+
},
|
| 632 |
+
{
|
| 633 |
+
"step": 1390,
|
| 634 |
+
"loss": 0.2514393739402294,
|
| 635 |
+
"ema_loss": 0.26574903508551445,
|
| 636 |
+
"lr": 5.559731517797666e-05,
|
| 637 |
+
"elapsed_s": 1320.7140231132507,
|
| 638 |
+
"steps_per_sec": 0.5148730066461105,
|
| 639 |
+
"vram_gb": 15.428668416
|
| 640 |
+
},
|
| 641 |
+
{
|
| 642 |
+
"step": 1400,
|
| 643 |
+
"loss": 0.24877634644508362,
|
| 644 |
+
"ema_loss": 0.2662288530131991,
|
| 645 |
+
"lr": 5.4075787679992615e-05,
|
| 646 |
+
"elapsed_s": 1380.0000896453857,
|
| 647 |
+
"steps_per_sec": 0.49999996751978987,
|
| 648 |
+
"vram_gb": 15.428668416
|
| 649 |
+
},
|
| 650 |
+
{
|
| 651 |
+
"step": 1410,
|
| 652 |
+
"loss": 0.29013000428676605,
|
| 653 |
+
"ema_loss": 0.2518670179663263,
|
| 654 |
+
"lr": 5.259644160775935e-05,
|
| 655 |
+
"elapsed_s": 1397.4809682369232,
|
| 656 |
+
"steps_per_sec": 0.5009012758743523,
|
| 657 |
+
"vram_gb": 15.428668416
|
| 658 |
+
},
|
| 659 |
+
{
|
| 660 |
+
"step": 1420,
|
| 661 |
+
"loss": 0.21814599260687828,
|
| 662 |
+
"ema_loss": 0.23880236520769688,
|
| 663 |
+
"lr": 5.1159839515882365e-05,
|
| 664 |
+
"elapsed_s": 1415.0194308757782,
|
| 665 |
+
"steps_per_sec": 0.5017598942514659,
|
| 666 |
+
"vram_gb": 15.428668416
|
| 667 |
+
},
|
| 668 |
+
{
|
| 669 |
+
"step": 1430,
|
| 670 |
+
"loss": 0.20425041019916534,
|
| 671 |
+
"ema_loss": 0.2289297893300412,
|
| 672 |
+
"lr": 4.9766527704607636e-05,
|
| 673 |
+
"elapsed_s": 1432.520180940628,
|
| 674 |
+
"steps_per_sec": 0.5026107203091759,
|
| 675 |
+
"vram_gb": 15.428668416
|
| 676 |
+
},
|
| 677 |
+
{
|
| 678 |
+
"step": 1440,
|
| 679 |
+
"loss": 0.21563759073615074,
|
| 680 |
+
"ema_loss": 0.22410501963253138,
|
| 681 |
+
"lr": 4.8417036012078574e-05,
|
| 682 |
+
"elapsed_s": 1450.0505871772766,
|
| 683 |
+
"steps_per_sec": 0.5034307123181445,
|
| 684 |
+
"vram_gb": 15.428668416
|
| 685 |
+
},
|
| 686 |
+
{
|
| 687 |
+
"step": 1450,
|
| 688 |
+
"loss": 0.21186616644263268,
|
| 689 |
+
"ema_loss": 0.2213783268398314,
|
| 690 |
+
"lr": 4.711187761285319e-05,
|
| 691 |
+
"elapsed_s": 1467.6139550209045,
|
| 692 |
+
"steps_per_sec": 0.5042197898625592,
|
| 693 |
+
"vram_gb": 15.428668416
|
| 694 |
+
},
|
| 695 |
+
{
|
| 696 |
+
"step": 1460,
|
| 697 |
+
"loss": 0.17390306666493416,
|
| 698 |
+
"ema_loss": 0.20964586315877706,
|
| 699 |
+
"lr": 4.5851548822757895e-05,
|
| 700 |
+
"elapsed_s": 1485.1958084106445,
|
| 701 |
+
"steps_per_sec": 0.5049839191255185,
|
| 702 |
+
"vram_gb": 15.428668416
|
| 703 |
+
},
|
| 704 |
+
{
|
| 705 |
+
"step": 1470,
|
| 706 |
+
"loss": 0.19438401982188225,
|
| 707 |
+
"ema_loss": 0.20803681597852408,
|
| 708 |
+
"lr": 4.463652891015232e-05,
|
| 709 |
+
"elapsed_s": 1502.7898688316345,
|
| 710 |
+
"steps_per_sec": 0.5057260604177967,
|
| 711 |
+
"vram_gb": 15.428668416
|
| 712 |
+
},
|
| 713 |
+
{
|
| 714 |
+
"step": 1480,
|
| 715 |
+
"loss": 0.18505235388875008,
|
| 716 |
+
"ema_loss": 0.20459605664240096,
|
| 717 |
+
"lr": 4.346727991367676e-05,
|
| 718 |
+
"elapsed_s": 1520.390971660614,
|
| 719 |
+
"steps_per_sec": 0.5064486795518025,
|
| 720 |
+
"vram_gb": 15.428668416
|
| 721 |
+
},
|
| 722 |
+
{
|
| 723 |
+
"step": 1490,
|
| 724 |
+
"loss": 0.1997264064848423,
|
| 725 |
+
"ema_loss": 0.19819135992439754,
|
| 726 |
+
"lr": 4.234424646655138e-05,
|
| 727 |
+
"elapsed_s": 1538.0068547725677,
|
| 728 |
+
"steps_per_sec": 0.5071498853074632,
|
| 729 |
+
"vram_gb": 15.428668416
|
| 730 |
+
},
|
| 731 |
+
{
|
| 732 |
+
"step": 1500,
|
| 733 |
+
"loss": 0.16755592823028564,
|
| 734 |
+
"ema_loss": 0.1918936216767847,
|
| 735 |
+
"lr": 4.1267855627494735e-05,
|
| 736 |
+
"elapsed_s": 1555.638013601303,
|
| 737 |
+
"steps_per_sec": 0.5078302234149894,
|
| 738 |
+
"vram_gb": 15.428668416
|
| 739 |
+
},
|
| 740 |
+
{
|
| 741 |
+
"step": 1510,
|
| 742 |
+
"loss": 0.17541416734457016,
|
| 743 |
+
"ema_loss": 0.18443936061329902,
|
| 744 |
+
"lr": 4.023851671832496e-05,
|
| 745 |
+
"elapsed_s": 1573.2746274471283,
|
| 746 |
+
"steps_per_sec": 0.5084935497231776,
|
| 747 |
+
"vram_gb": 15.428668416
|
| 748 |
+
},
|
| 749 |
+
{
|
| 750 |
+
"step": 1520,
|
| 751 |
+
"loss": 0.14539901167154312,
|
| 752 |
+
"ema_loss": 0.17578462170763828,
|
| 753 |
+
"lr": 3.925662116830581e-05,
|
| 754 |
+
"elapsed_s": 1590.9256908893585,
|
| 755 |
+
"steps_per_sec": 0.5091375446625632,
|
| 756 |
+
"vram_gb": 15.428668416
|
| 757 |
+
},
|
| 758 |
+
{
|
| 759 |
+
"step": 1530,
|
| 760 |
+
"loss": 0.1841065064072609,
|
| 761 |
+
"ema_loss": 0.17096551335138493,
|
| 762 |
+
"lr": 3.8322542365297113e-05,
|
| 763 |
+
"elapsed_s": 1608.5824146270752,
|
| 764 |
+
"steps_per_sec": 0.5097656125938094,
|
| 765 |
+
"vram_gb": 15.428668416
|
| 766 |
+
},
|
| 767 |
+
{
|
| 768 |
+
"step": 1540,
|
| 769 |
+
"loss": 0.15982552990317345,
|
| 770 |
+
"ema_loss": 0.16729554632520202,
|
| 771 |
+
"lr": 3.743663551376553e-05,
|
| 772 |
+
"elapsed_s": 1626.2370433807373,
|
| 773 |
+
"steps_per_sec": 0.5103806996515938,
|
| 774 |
+
"vram_gb": 15.428668416
|
| 775 |
+
},
|
| 776 |
+
{
|
| 777 |
+
"step": 1550,
|
| 778 |
+
"loss": 0.17187346518039703,
|
| 779 |
+
"ema_loss": 0.1643358000447934,
|
| 780 |
+
"lr": 3.6599237499710016e-05,
|
| 781 |
+
"elapsed_s": 1643.8927867412567,
|
| 782 |
+
"steps_per_sec": 0.5109822287529833,
|
| 783 |
+
"vram_gb": 15.428668416
|
| 784 |
+
},
|
| 785 |
+
{
|
| 786 |
+
"step": 1560,
|
| 787 |
+
"loss": 0.1427095215767622,
|
| 788 |
+
"ema_loss": 0.15744941248457628,
|
| 789 |
+
"lr": 3.581066676255348e-05,
|
| 790 |
+
"elapsed_s": 1661.5445902347565,
|
| 791 |
+
"steps_per_sec": 0.5115721871056769,
|
| 792 |
+
"vram_gb": 15.428668416
|
| 793 |
+
},
|
| 794 |
+
{
|
| 795 |
+
"step": 1570,
|
| 796 |
+
"loss": 0.12492887675762177,
|
| 797 |
+
"ema_loss": 0.15700561553855466,
|
| 798 |
+
"lr": 3.5071223174048926e-05,
|
| 799 |
+
"elapsed_s": 1679.1984930038452,
|
| 800 |
+
"steps_per_sec": 0.5121491018382129,
|
| 801 |
+
"vram_gb": 15.428668416
|
| 802 |
+
},
|
| 803 |
+
{
|
| 804 |
+
"step": 1580,
|
| 805 |
+
"loss": 0.14507505670189857,
|
| 806 |
+
"ema_loss": 0.15353575625923596,
|
| 807 |
+
"lr": 3.438118792424645e-05,
|
| 808 |
+
"elapsed_s": 1696.8557302951813,
|
| 809 |
+
"steps_per_sec": 0.5127130046870023,
|
| 810 |
+
"vram_gb": 15.428668416
|
| 811 |
+
},
|
| 812 |
+
{
|
| 813 |
+
"step": 1590,
|
| 814 |
+
"loss": 0.14994086883962154,
|
| 815 |
+
"ema_loss": 0.15015913800263153,
|
| 816 |
+
"lr": 3.374082341456457e-05,
|
| 817 |
+
"elapsed_s": 1714.52734375,
|
| 818 |
+
"steps_per_sec": 0.5132609889296202,
|
| 819 |
+
"vram_gb": 15.428668416
|
| 820 |
+
},
|
| 821 |
+
{
|
| 822 |
+
"step": 1600,
|
| 823 |
+
"loss": 0.14491559006273746,
|
| 824 |
+
"ema_loss": 0.1493680333619406,
|
| 825 |
+
"lr": 3.315037315800602e-05,
|
| 826 |
+
"elapsed_s": 1776.030238866806,
|
| 827 |
+
"steps_per_sec": 0.501117593903054,
|
| 828 |
+
"vram_gb": 15.428668416
|
| 829 |
+
},
|
| 830 |
+
{
|
| 831 |
+
"step": 1610,
|
| 832 |
+
"loss": 0.13732506521046162,
|
| 833 |
+
"ema_loss": 0.14832111416366284,
|
| 834 |
+
"lr": 3.2610061686556506e-05,
|
| 835 |
+
"elapsed_s": 1793.507203578949,
|
| 836 |
+
"steps_per_sec": 0.5018100837309419,
|
| 837 |
+
"vram_gb": 15.428668416
|
| 838 |
+
},
|
| 839 |
+
{
|
| 840 |
+
"step": 1620,
|
| 841 |
+
"loss": 0.1437094621360302,
|
| 842 |
+
"ema_loss": 0.14366319953712975,
|
| 843 |
+
"lr": 3.2120094465801376e-05,
|
| 844 |
+
"elapsed_s": 1811.0531499385834,
|
| 845 |
+
"steps_per_sec": 0.5024700683306065,
|
| 846 |
+
"vram_gb": 15.428668416
|
| 847 |
+
},
|
| 848 |
+
{
|
| 849 |
+
"step": 1630,
|
| 850 |
+
"loss": 0.1201076190918684,
|
| 851 |
+
"ema_loss": 0.1377247703954839,
|
| 852 |
+
"lr": 3.168065781679277e-05,
|
| 853 |
+
"elapsed_s": 1828.5478429794312,
|
| 854 |
+
"steps_per_sec": 0.503131489576425,
|
| 855 |
+
"vram_gb": 15.428668416
|
| 856 |
+
},
|
| 857 |
+
{
|
| 858 |
+
"step": 1640,
|
| 859 |
+
"loss": 0.13061938621103764,
|
| 860 |
+
"ema_loss": 0.13602811819866328,
|
| 861 |
+
"lr": 3.129191884519671e-05,
|
| 862 |
+
"elapsed_s": 1846.0855515003204,
|
| 863 |
+
"steps_per_sec": 0.5037686358815742,
|
| 864 |
+
"vram_gb": 15.428668416
|
| 865 |
+
},
|
| 866 |
+
{
|
| 867 |
+
"step": 1650,
|
| 868 |
+
"loss": 0.12817695923149586,
|
| 869 |
+
"ema_loss": 0.1344849350545901,
|
| 870 |
+
"lr": 3.095402537774757e-05,
|
| 871 |
+
"elapsed_s": 1863.6434466838837,
|
| 872 |
+
"steps_per_sec": 0.5043883268940796,
|
| 873 |
+
"vram_gb": 15.428668416
|
| 874 |
+
},
|
| 875 |
+
{
|
| 876 |
+
"step": 1660,
|
| 877 |
+
"loss": 0.13230768591165543,
|
| 878 |
+
"ema_loss": 0.13204115287728813,
|
| 879 |
+
"lr": 3.066710590603351e-05,
|
| 880 |
+
"elapsed_s": 1881.2273790836334,
|
| 881 |
+
"steps_per_sec": 0.5049894609033149,
|
| 882 |
+
"vram_gb": 15.428668416
|
| 883 |
+
},
|
| 884 |
+
{
|
| 885 |
+
"step": 1670,
|
| 886 |
+
"loss": 0.11046527698636055,
|
| 887 |
+
"ema_loss": 0.1296894053225092,
|
| 888 |
+
"lr": 3.0431269537634746e-05,
|
| 889 |
+
"elapsed_s": 1898.828557729721,
|
| 890 |
+
"steps_per_sec": 0.50557486935408,
|
| 891 |
+
"vram_gb": 15.428668416
|
| 892 |
+
},
|
| 893 |
+
{
|
| 894 |
+
"step": 1680,
|
| 895 |
+
"loss": 0.13638370111584663,
|
| 896 |
+
"ema_loss": 0.12728797289501487,
|
| 897 |
+
"lr": 3.0246605954632904e-05,
|
| 898 |
+
"elapsed_s": 1916.423189163208,
|
| 899 |
+
"steps_per_sec": 0.5061512537966854,
|
| 900 |
+
"vram_gb": 15.428668416
|
| 901 |
+
},
|
| 902 |
+
{
|
| 903 |
+
"step": 1690,
|
| 904 |
+
"loss": 0.12420566566288471,
|
| 905 |
+
"ema_loss": 0.12502314340227097,
|
| 906 |
+
"lr": 3.0113185379507383e-05,
|
| 907 |
+
"elapsed_s": 1934.0418214797974,
|
| 908 |
+
"steps_per_sec": 0.506710862772435,
|
| 909 |
+
"vram_gb": 15.428668416
|
| 910 |
+
},
|
| 911 |
+
{
|
| 912 |
+
"step": 1700,
|
| 913 |
+
"loss": 0.10359455086290836,
|
| 914 |
+
"ema_loss": 0.12350706497894226,
|
| 915 |
+
"lr": 3.0031058548431695e-05,
|
| 916 |
+
"elapsed_s": 1951.6798777580261,
|
| 917 |
+
"steps_per_sec": 0.5072553195236368,
|
| 918 |
+
"vram_gb": 15.428668416
|
| 919 |
+
},
|
| 920 |
+
{
|
| 921 |
+
"step": 1710,
|
| 922 |
+
"loss": 0.11198867857456207,
|
| 923 |
+
"ema_loss": 0.12169409054894889,
|
| 924 |
+
"lr": 3.0000256691979898e-05,
|
| 925 |
+
"elapsed_s": 1969.3243565559387,
|
| 926 |
+
"steps_per_sec": 0.5077883674525075,
|
| 927 |
+
"vram_gb": 15.428668416
|
| 928 |
+
}
|
| 929 |
+
]
|
| 930 |
+
}
|