makeitwork1 / logs /sft_log.json
Reizxn's picture
Upload folder using huggingface_hub
b5de494 verified
Raw History Blame Contribute Delete
13.2 kB
{
"config": {
"vocab_size": 32009,
"d_model": 1280,
"n_layers": 23,
"n_heads": 20,
"d_ff": 3456,
"max_seq_len": 768,
"rope_theta": 10000.0,
"rope_pct": 0.25,
"dropout": 0.0,
"tie_embeddings": true
},
"train_args": {
"steps": 500,
"batch_size": 4,
"grad_accum": 8,
"seq_len": 768,
"lr": 5e-05,
"warmup": 20,
"save_every": 100,
"log_every": 10,
"use_8bit_adam": true
},
"total_params": 496998400,
"steps": [
{
"step": 0,
"loss": 6.937812924385071,
"ema_loss": 0.3468906462192536,
"lr": 2.5e-06,
"elapsed_s": 4.15720272064209,
"steps_per_sec": 0.2405463642738951,
"vram_gb": 9.164018176
},
{
"step": 10,
"loss": 2.739780366420746,
"ema_loss": 1.9638136853068686,
"lr": 2.75e-05,
"elapsed_s": 40.6308798789978,
"steps_per_sec": 0.2707300465251781,
"vram_gb": 10.17390848
},
{
"step": 20,
"loss": 1.2084012106060982,
"ema_loss": 1.882433597453757,
"lr": 5e-05,
"elapsed_s": 77.03947591781616,
"steps_per_sec": 0.27258752412078047,
"vram_gb": 10.17390848
},
{
"step": 30,
"loss": 1.0680485740303993,
"ema_loss": 1.5722938780650435,
"lr": 4.995182577286858e-05,
"elapsed_s": 113.55863189697266,
"steps_per_sec": 0.27298673365601217,
"vram_gb": 10.17390848
},
{
"step": 40,
"loss": 0.7858129814267159,
"ema_loss": 1.2813095330935025,
"lr": 4.980750938091074e-05,
"elapsed_s": 149.9709255695343,
"steps_per_sec": 0.27338632367772026,
"vram_gb": 10.17390848
},
{
"step": 50,
"loss": 0.6811780035495758,
"ema_loss": 1.0847747264114023,
"lr": 4.956766880907269e-05,
"elapsed_s": 186.4907727241516,
"steps_per_sec": 0.2734719753423769,
"vram_gb": 10.17390848
},
{
"step": 60,
"loss": 0.6801792122423649,
"ema_loss": 0.9220971225814172,
"lr": 4.9233331091504034e-05,
"elapsed_s": 222.90015697479248,
"steps_per_sec": 0.27366512804608933,
"vram_gb": 10.17390848
},
{
"step": 70,
"loss": 0.4824926480650902,
"ema_loss": 0.8074420473552227,
"lr": 4.8805927913639885e-05,
"elapsed_s": 259.41771626472473,
"steps_per_sec": 0.2736898659902916,
"vram_gb": 10.17390848
},
{
"step": 80,
"loss": 0.4920233264565468,
"ema_loss": 0.7012675245586312,
"lr": 4.8287289481503954e-05,
"elapsed_s": 295.8301751613617,
"steps_per_sec": 0.2738057399175667,
"vram_gb": 10.17390848
},
{
"step": 90,
"loss": 0.6347984820604324,
"ema_loss": 0.6271864858820199,
"lr": 4.767963668448549e-05,
"elapsed_s": 332.34874868392944,
"steps_per_sec": 0.2738087637168837,
"vram_gb": 10.17390848
},
{
"step": 100,
"loss": 0.6809600777924061,
"ema_loss": 0.5743832670414681,
"lr": 4.6985571585149876e-05,
"elapsed_s": 414.7752454280853,
"steps_per_sec": 0.24350537095278896,
"vram_gb": 10.17390848
},
{
"step": 110,
"loss": 0.4763348139822483,
"ema_loss": 0.521244228570747,
"lr": 4.620806627680727e-05,
"elapsed_s": 451.26919865608215,
"steps_per_sec": 0.24597291446118502,
"vram_gb": 10.17390848
},
{
"step": 120,
"loss": 0.5240486040711403,
"ema_loss": 0.494888873638692,
"lr": 4.535045015655279e-05,
"elapsed_s": 487.7379126548767,
"steps_per_sec": 0.24808405674549147,
"vram_gb": 10.17390848
},
{
"step": 130,
"loss": 0.286451730877161,
"ema_loss": 0.46101876181189894,
"lr": 4.4416395668276995e-05,
"elapsed_s": 524.1727938652039,
"steps_per_sec": 0.24991758735514977,
"vram_gb": 10.17390848
},
{
"step": 140,
"loss": 0.35978504456579685,
"ema_loss": 0.4399799286456892,
"lr": 4.340990257669732e-05,
"elapsed_s": 560.6376507282257,
"steps_per_sec": 0.25149934153878484,
"vram_gb": 10.17390848
},
{
"step": 150,
"loss": 0.3526405543088913,
"ema_loss": 0.40866163158804786,
"lr": 4.2335280839751554e-05,
"elapsed_s": 597.072151184082,
"steps_per_sec": 0.25290075864457046,
"vram_gb": 10.17390848
},
{
"step": 160,
"loss": 0.3449416421353817,
"ema_loss": 0.36948892724765275,
"lr": 4.1197132152696215e-05,
"elapsed_s": 633.5287528038025,
"steps_per_sec": 0.2541321120587878,
"vram_gb": 10.17390848
},
{
"step": 170,
"loss": 0.32148140482604504,
"ema_loss": 0.3509791943321394,
"lr": 4.000033024294105e-05,
"elapsed_s": 669.9639327526093,
"steps_per_sec": 0.2552376204752255,
"vram_gb": 10.17390848
},
{
"step": 180,
"loss": 0.40944845974445343,
"ema_loss": 0.3403033324976888,
"lr": 3.875e-05,
"elapsed_s": 706.4267771244049,
"steps_per_sec": 0.2562190532142372,
"vram_gb": 10.17390848
},
{
"step": 190,
"loss": 0.2508099125698209,
"ema_loss": 0.31061072625747166,
"lr": 3.7451495529927534e-05,
"elapsed_s": 742.8610553741455,
"steps_per_sec": 0.25711403043440195,
"vram_gb": 10.17390848
},
{
"step": 200,
"loss": 0.2846630644053221,
"ema_loss": 0.29097493865487023,
"lr": 3.6110377228214525e-05,
"elapsed_s": 823.1199431419373,
"steps_per_sec": 0.2441928441592138,
"vram_gb": 10.17390848
},
{
"step": 210,
"loss": 0.1874328227713704,
"ema_loss": 0.2691413417018003,
"lr": 3.473238796932114e-05,
"elapsed_s": 859.5507295131683,
"steps_per_sec": 0.24547707628554513,
"vram_gb": 10.17390848
},
{
"step": 220,
"loss": 0.18770729657262564,
"ema_loss": 0.2469535500748924,
"lr": 3.332342851480672e-05,
"elapsed_s": 896.0201919078827,
"steps_per_sec": 0.24664622739073316,
"vram_gb": 10.17390848
},
{
"step": 230,
"loss": 0.20278130657970905,
"ema_loss": 0.2411670786782403,
"lr": 3.1889532245362895e-05,
"elapsed_s": 932.4535627365112,
"steps_per_sec": 0.2477335164252839,
"vram_gb": 10.17390848
},
{
"step": 240,
"loss": 0.24111063033342361,
"ema_loss": 0.2326045524210834,
"lr": 3.0436839324951166e-05,
"elapsed_s": 968.919579744339,
"steps_per_sec": 0.24873065323294502,
"vram_gb": 10.17390848
},
{
"step": 250,
"loss": 0.2577468641102314,
"ema_loss": 0.22216086817509004,
"lr": 2.897157040767822e-05,
"elapsed_s": 1005.3552136421204,
"steps_per_sec": 0.24966300128956143,
"vram_gb": 10.17390848
},
{
"step": 260,
"loss": 0.21209231484681368,
"ema_loss": 0.2089893973874345,
"lr": 2.75e-05,
"elapsed_s": 1041.8542084693909,
"steps_per_sec": 0.25051489726517534,
"vram_gb": 10.17390848
},
{
"step": 270,
"loss": 0.16555726807564497,
"ema_loss": 0.20300413108044887,
"lr": 2.602842959232178e-05,
"elapsed_s": 1078.29061460495,
"steps_per_sec": 0.25132371211381216,
"vram_gb": 10.17390848
},
{
"step": 280,
"loss": 0.20196319418027997,
"ema_loss": 0.1959523809991305,
"lr": 2.4563160675048846e-05,
"elapsed_s": 1114.7595565319061,
"steps_per_sec": 0.25207229519001423,
"vram_gb": 10.17390848
},
{
"step": 290,
"loss": 0.1890458231791854,
"ema_loss": 0.19173463181336906,
"lr": 2.3110467754637118e-05,
"elapsed_s": 1151.1741054058075,
"steps_per_sec": 0.2527853941758165,
"vram_gb": 10.17390848
},
{
"step": 300,
"loss": 0.14224259229376912,
"ema_loss": 0.170971237515532,
"lr": 2.1676571485193282e-05,
"elapsed_s": 1231.5103888511658,
"steps_per_sec": 0.2444153153111381,
"vram_gb": 10.17390848
},
{
"step": 310,
"loss": 0.1485865106806159,
"ema_loss": 0.17176215697934846,
"lr": 2.026761203067887e-05,
"elapsed_s": 1267.9178903102875,
"steps_per_sec": 0.24528402223577067,
"vram_gb": 10.17390848
},
{
"step": 320,
"loss": 0.17956801364198327,
"ema_loss": 0.1700756775799304,
"lr": 1.888962277178548e-05,
"elapsed_s": 1304.4403862953186,
"steps_per_sec": 0.2460825372876237,
"vram_gb": 10.17390848
},
{
"step": 330,
"loss": 0.12682513892650604,
"ema_loss": 0.15713850400483031,
"lr": 1.7548504470072478e-05,
"elapsed_s": 1340.8541731834412,
"steps_per_sec": 0.24685756782495105,
"vram_gb": 10.17390848
},
{
"step": 340,
"loss": 0.12957867234945297,
"ema_loss": 0.1510191265222257,
"lr": 1.6250000000000005e-05,
"elapsed_s": 1377.3766162395477,
"steps_per_sec": 0.24757208448258908,
"vram_gb": 10.17390848
},
{
"step": 350,
"loss": 0.12622385285794735,
"ema_loss": 0.14607439549355963,
"lr": 1.4999669757058956e-05,
"elapsed_s": 1413.787192106247,
"steps_per_sec": 0.24826933074495,
"vram_gb": 10.17390848
},
{
"step": 360,
"loss": 0.1389128677546978,
"ema_loss": 0.1373236412001944,
"lr": 1.3802867847303787e-05,
"elapsed_s": 1450.3096079826355,
"steps_per_sec": 0.24891236878872158,
"vram_gb": 10.17390848
},
{
"step": 370,
"loss": 0.11274528503417969,
"ema_loss": 0.1358663910950191,
"lr": 1.2664719160248452e-05,
"elapsed_s": 1486.721604347229,
"steps_per_sec": 0.24954234801941552,
"vram_gb": 10.17390848
},
{
"step": 380,
"loss": 0.12164316419512033,
"ema_loss": 0.12515423124366815,
"lr": 1.1590097423302684e-05,
"elapsed_s": 1523.1735746860504,
"steps_per_sec": 0.2501356420121259,
"vram_gb": 10.17390848
},
{
"step": 390,
"loss": 0.10157549497671425,
"ema_loss": 0.1216169996836354,
"lr": 1.0583604331723012e-05,
"elapsed_s": 1559.6568088531494,
"steps_per_sec": 0.25069617737732386,
"vram_gb": 10.17390848
},
{
"step": 400,
"loss": 0.10004387237131596,
"ema_loss": 0.12196290672243944,
"lr": 9.649549843447213e-06,
"elapsed_s": 1641.5576264858246,
"steps_per_sec": 0.24428018458203227,
"vram_gb": 10.17390848
},
{
"step": 410,
"loss": 0.15670533804222941,
"ema_loss": 0.11768572540664866,
"lr": 8.79193372319273e-06,
"elapsed_s": 1678.030652999878,
"steps_per_sec": 0.24492997149083062,
"vram_gb": 10.17390848
},
{
"step": 420,
"loss": 0.0967125273309648,
"ema_loss": 0.12051557885116983,
"lr": 8.01442841485013e-06,
"elapsed_s": 1714.4823727607727,
"steps_per_sec": 0.24555516387262588,
"vram_gb": 10.17390848
},
{
"step": 430,
"loss": 0.08109346427954733,
"ema_loss": 0.11255813170642848,
"lr": 7.320363315514515e-06,
"elapsed_s": 1750.9651441574097,
"steps_per_sec": 0.24614995988820987,
"vram_gb": 10.17390848
},
{
"step": 440,
"loss": 0.06976099917665124,
"ema_loss": 0.10574265881842762,
"lr": 6.712710518496049e-06,
"elapsed_s": 1787.420247077942,
"steps_per_sec": 0.24672429481591848,
"vram_gb": 10.17390848
},
{
"step": 450,
"loss": 0.08222721493802965,
"ema_loss": 0.09805770252970188,
"lr": 6.194072086360125e-06,
"elapsed_s": 1823.9047615528107,
"steps_per_sec": 0.24727168298855356,
"vram_gb": 10.17390848
},
{
"step": 460,
"loss": 0.09003248857334256,
"ema_loss": 0.09465487723876762,
"lr": 5.766668908495966e-06,
"elapsed_s": 1860.354943037033,
"steps_per_sec": 0.24780217437830257,
"vram_gb": 10.17390848
},
{
"step": 470,
"loss": 0.050968108931556344,
"ema_loss": 0.0877422503218975,
"lr": 5.432331190927316e-06,
"elapsed_s": 1896.8366348743439,
"steps_per_sec": 0.24830815228914083,
"vram_gb": 10.17390848
},
{
"step": 480,
"loss": 0.09658047696575522,
"ema_loss": 0.08559591419795948,
"lr": 5.192490619089267e-06,
"elapsed_s": 1933.280499458313,
"steps_per_sec": 0.24879990261877244,
"vram_gb": 10.17390848
},
{
"step": 490,
"loss": 0.057105707470327616,
"ema_loss": 0.08398783932396543,
"lr": 5.048174227131422e-06,
"elapsed_s": 1969.7602517604828,
"steps_per_sec": 0.24926891461088543,
"vram_gb": 10.17390848
},
{
"step": 499,
"loss": 0.0780253498815,
"ema_loss": 0.08407452203461949,
"lr": 5.000481912557093e-06,
"elapsed_s": 2002.5768718719482,
"steps_per_sec": 0.24967830549876227,
"vram_gb": 10.17390848
}
]
}