Instructions to use lightsource/final-lora-qwen32b with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use lightsource/final-lora-qwen32b with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("unsloth/Qwen2.5-32B-Instruct-bnb-4bit") model = PeftModel.from_pretrained(base_model, "lightsource/final-lora-qwen32b") - Notebooks
- Google Colab
- Kaggle
| { | |
| "best_metric": null, | |
| "best_model_checkpoint": null, | |
| "epoch": 0.7692307692307693, | |
| "eval_steps": 500, | |
| "global_step": 140, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.005494505494505495, | |
| "grad_norm": 0.24404513835906982, | |
| "learning_rate": 4e-05, | |
| "loss": 1.3921, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.01098901098901099, | |
| "grad_norm": 0.25437888503074646, | |
| "learning_rate": 8e-05, | |
| "loss": 1.3836, | |
| "step": 2 | |
| }, | |
| { | |
| "epoch": 0.016483516483516484, | |
| "grad_norm": 0.26151242852211, | |
| "learning_rate": 0.00012, | |
| "loss": 1.4148, | |
| "step": 3 | |
| }, | |
| { | |
| "epoch": 0.02197802197802198, | |
| "grad_norm": 0.22220638394355774, | |
| "learning_rate": 0.00016, | |
| "loss": 1.3359, | |
| "step": 4 | |
| }, | |
| { | |
| "epoch": 0.027472527472527472, | |
| "grad_norm": 0.15509554743766785, | |
| "learning_rate": 0.0002, | |
| "loss": 1.319, | |
| "step": 5 | |
| }, | |
| { | |
| "epoch": 0.03296703296703297, | |
| "grad_norm": 0.12672632932662964, | |
| "learning_rate": 0.0001999842488663838, | |
| "loss": 1.0436, | |
| "step": 6 | |
| }, | |
| { | |
| "epoch": 0.038461538461538464, | |
| "grad_norm": 0.11594443768262863, | |
| "learning_rate": 0.00019993700042749937, | |
| "loss": 1.1249, | |
| "step": 7 | |
| }, | |
| { | |
| "epoch": 0.04395604395604396, | |
| "grad_norm": 0.16988468170166016, | |
| "learning_rate": 0.0001998582695676762, | |
| "loss": 0.978, | |
| "step": 8 | |
| }, | |
| { | |
| "epoch": 0.04945054945054945, | |
| "grad_norm": 0.16477666795253754, | |
| "learning_rate": 0.00019974808108892016, | |
| "loss": 0.8757, | |
| "step": 9 | |
| }, | |
| { | |
| "epoch": 0.054945054945054944, | |
| "grad_norm": 0.16230840981006622, | |
| "learning_rate": 0.00019960646970310027, | |
| "loss": 0.7733, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.06043956043956044, | |
| "grad_norm": 0.16096125543117523, | |
| "learning_rate": 0.00019943348002101371, | |
| "loss": 0.6367, | |
| "step": 11 | |
| }, | |
| { | |
| "epoch": 0.06593406593406594, | |
| "grad_norm": 0.17279262840747833, | |
| "learning_rate": 0.00019922916653833248, | |
| "loss": 0.5396, | |
| "step": 12 | |
| }, | |
| { | |
| "epoch": 0.07142857142857142, | |
| "grad_norm": 0.16378775238990784, | |
| "learning_rate": 0.0001989935936184358, | |
| "loss": 0.4376, | |
| "step": 13 | |
| }, | |
| { | |
| "epoch": 0.07692307692307693, | |
| "grad_norm": 0.16942651569843292, | |
| "learning_rate": 0.00019872683547213446, | |
| "loss": 0.481, | |
| "step": 14 | |
| }, | |
| { | |
| "epoch": 0.08241758241758242, | |
| "grad_norm": 0.12053713202476501, | |
| "learning_rate": 0.00019842897613429262, | |
| "loss": 0.4296, | |
| "step": 15 | |
| }, | |
| { | |
| "epoch": 0.08791208791208792, | |
| "grad_norm": 0.12406298518180847, | |
| "learning_rate": 0.00019810010943735479, | |
| "loss": 0.2941, | |
| "step": 16 | |
| }, | |
| { | |
| "epoch": 0.09340659340659341, | |
| "grad_norm": 0.10388841480016708, | |
| "learning_rate": 0.00019774033898178667, | |
| "loss": 0.41, | |
| "step": 17 | |
| }, | |
| { | |
| "epoch": 0.0989010989010989, | |
| "grad_norm": 0.08794189989566803, | |
| "learning_rate": 0.00019734977810343865, | |
| "loss": 0.3058, | |
| "step": 18 | |
| }, | |
| { | |
| "epoch": 0.1043956043956044, | |
| "grad_norm": 0.09318755567073822, | |
| "learning_rate": 0.00019692854983784235, | |
| "loss": 0.3256, | |
| "step": 19 | |
| }, | |
| { | |
| "epoch": 0.10989010989010989, | |
| "grad_norm": 0.07988230884075165, | |
| "learning_rate": 0.0001964767868814516, | |
| "loss": 0.3801, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.11538461538461539, | |
| "grad_norm": 0.06846581399440765, | |
| "learning_rate": 0.0001959946315498402, | |
| "loss": 0.3631, | |
| "step": 21 | |
| }, | |
| { | |
| "epoch": 0.12087912087912088, | |
| "grad_norm": 0.09932168573141098, | |
| "learning_rate": 0.0001954822357328692, | |
| "loss": 0.4244, | |
| "step": 22 | |
| }, | |
| { | |
| "epoch": 0.12637362637362637, | |
| "grad_norm": 0.07102064788341522, | |
| "learning_rate": 0.00019493976084683813, | |
| "loss": 0.3414, | |
| "step": 23 | |
| }, | |
| { | |
| "epoch": 0.13186813186813187, | |
| "grad_norm": 0.07554670423269272, | |
| "learning_rate": 0.00019436737778363527, | |
| "loss": 0.3206, | |
| "step": 24 | |
| }, | |
| { | |
| "epoch": 0.13736263736263737, | |
| "grad_norm": 0.06632914394140244, | |
| "learning_rate": 0.0001937652668569028, | |
| "loss": 0.3037, | |
| "step": 25 | |
| }, | |
| { | |
| "epoch": 0.14285714285714285, | |
| "grad_norm": 0.07803873717784882, | |
| "learning_rate": 0.00019313361774523385, | |
| "loss": 0.285, | |
| "step": 26 | |
| }, | |
| { | |
| "epoch": 0.14835164835164835, | |
| "grad_norm": 0.09491067379713058, | |
| "learning_rate": 0.0001924726294324196, | |
| "loss": 0.3508, | |
| "step": 27 | |
| }, | |
| { | |
| "epoch": 0.15384615384615385, | |
| "grad_norm": 0.08697083592414856, | |
| "learning_rate": 0.00019178251014476466, | |
| "loss": 0.3275, | |
| "step": 28 | |
| }, | |
| { | |
| "epoch": 0.15934065934065933, | |
| "grad_norm": 0.08148891478776932, | |
| "learning_rate": 0.00019106347728549135, | |
| "loss": 0.2527, | |
| "step": 29 | |
| }, | |
| { | |
| "epoch": 0.16483516483516483, | |
| "grad_norm": 0.08663398027420044, | |
| "learning_rate": 0.00019031575736625238, | |
| "loss": 0.2488, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.17032967032967034, | |
| "grad_norm": 0.08816689252853394, | |
| "learning_rate": 0.00018953958593577493, | |
| "loss": 0.2511, | |
| "step": 31 | |
| }, | |
| { | |
| "epoch": 0.17582417582417584, | |
| "grad_norm": 0.0893981084227562, | |
| "learning_rate": 0.00018873520750565718, | |
| "loss": 0.2498, | |
| "step": 32 | |
| }, | |
| { | |
| "epoch": 0.1813186813186813, | |
| "grad_norm": 0.08614163100719452, | |
| "learning_rate": 0.00018790287547334176, | |
| "loss": 0.2316, | |
| "step": 33 | |
| }, | |
| { | |
| "epoch": 0.18681318681318682, | |
| "grad_norm": 0.10351146012544632, | |
| "learning_rate": 0.00018704285204228973, | |
| "loss": 0.2733, | |
| "step": 34 | |
| }, | |
| { | |
| "epoch": 0.19230769230769232, | |
| "grad_norm": 0.08243081718683243, | |
| "learning_rate": 0.0001861554081393806, | |
| "loss": 0.2278, | |
| "step": 35 | |
| }, | |
| { | |
| "epoch": 0.1978021978021978, | |
| "grad_norm": 0.097475066781044, | |
| "learning_rate": 0.00018524082332956428, | |
| "loss": 0.2459, | |
| "step": 36 | |
| }, | |
| { | |
| "epoch": 0.2032967032967033, | |
| "grad_norm": 0.08360479772090912, | |
| "learning_rate": 0.00018429938572779152, | |
| "loss": 0.2342, | |
| "step": 37 | |
| }, | |
| { | |
| "epoch": 0.2087912087912088, | |
| "grad_norm": 0.09262491017580032, | |
| "learning_rate": 0.0001833313919082515, | |
| "loss": 0.234, | |
| "step": 38 | |
| }, | |
| { | |
| "epoch": 0.21428571428571427, | |
| "grad_norm": 0.11125553399324417, | |
| "learning_rate": 0.00018233714681094404, | |
| "loss": 0.3167, | |
| "step": 39 | |
| }, | |
| { | |
| "epoch": 0.21978021978021978, | |
| "grad_norm": 0.08724531531333923, | |
| "learning_rate": 0.00018131696364561667, | |
| "loss": 0.217, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.22527472527472528, | |
| "grad_norm": 0.08204808831214905, | |
| "learning_rate": 0.00018027116379309638, | |
| "loss": 0.2091, | |
| "step": 41 | |
| }, | |
| { | |
| "epoch": 0.23076923076923078, | |
| "grad_norm": 0.11685692518949509, | |
| "learning_rate": 0.0001792000767040474, | |
| "loss": 0.2218, | |
| "step": 42 | |
| }, | |
| { | |
| "epoch": 0.23626373626373626, | |
| "grad_norm": 0.10508550703525543, | |
| "learning_rate": 0.00017810403979518681, | |
| "loss": 0.1959, | |
| "step": 43 | |
| }, | |
| { | |
| "epoch": 0.24175824175824176, | |
| "grad_norm": 0.13068167865276337, | |
| "learning_rate": 0.00017698339834299061, | |
| "loss": 0.1616, | |
| "step": 44 | |
| }, | |
| { | |
| "epoch": 0.24725274725274726, | |
| "grad_norm": 0.1325182318687439, | |
| "learning_rate": 0.00017583850537492387, | |
| "loss": 0.1398, | |
| "step": 45 | |
| }, | |
| { | |
| "epoch": 0.25274725274725274, | |
| "grad_norm": 0.14320158958435059, | |
| "learning_rate": 0.0001746697215582288, | |
| "loss": 0.2189, | |
| "step": 46 | |
| }, | |
| { | |
| "epoch": 0.25824175824175827, | |
| "grad_norm": 0.11843352764844894, | |
| "learning_rate": 0.00017347741508630672, | |
| "loss": 0.1261, | |
| "step": 47 | |
| }, | |
| { | |
| "epoch": 0.26373626373626374, | |
| "grad_norm": 0.12478692084550858, | |
| "learning_rate": 0.00017226196156272874, | |
| "loss": 0.2066, | |
| "step": 48 | |
| }, | |
| { | |
| "epoch": 0.2692307692307692, | |
| "grad_norm": 0.11781392246484756, | |
| "learning_rate": 0.00017102374388291183, | |
| "loss": 0.2071, | |
| "step": 49 | |
| }, | |
| { | |
| "epoch": 0.27472527472527475, | |
| "grad_norm": 0.10600878298282623, | |
| "learning_rate": 0.0001697631521134985, | |
| "loss": 0.203, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.2802197802197802, | |
| "grad_norm": 0.10019295662641525, | |
| "learning_rate": 0.00016848058336947657, | |
| "loss": 0.2265, | |
| "step": 51 | |
| }, | |
| { | |
| "epoch": 0.2857142857142857, | |
| "grad_norm": 0.08874925225973129, | |
| "learning_rate": 0.0001671764416890793, | |
| "loss": 0.1193, | |
| "step": 52 | |
| }, | |
| { | |
| "epoch": 0.29120879120879123, | |
| "grad_norm": 0.0978781059384346, | |
| "learning_rate": 0.00016585113790650388, | |
| "loss": 0.1311, | |
| "step": 53 | |
| }, | |
| { | |
| "epoch": 0.2967032967032967, | |
| "grad_norm": 0.12399563938379288, | |
| "learning_rate": 0.00016450508952248956, | |
| "loss": 0.1398, | |
| "step": 54 | |
| }, | |
| { | |
| "epoch": 0.3021978021978022, | |
| "grad_norm": 0.11917977780103683, | |
| "learning_rate": 0.00016313872057279534, | |
| "loss": 0.149, | |
| "step": 55 | |
| }, | |
| { | |
| "epoch": 0.3076923076923077, | |
| "grad_norm": 0.1155751645565033, | |
| "learning_rate": 0.0001617524614946192, | |
| "loss": 0.1819, | |
| "step": 56 | |
| }, | |
| { | |
| "epoch": 0.3131868131868132, | |
| "grad_norm": 0.09933874011039734, | |
| "learning_rate": 0.0001603467489910004, | |
| "loss": 0.0918, | |
| "step": 57 | |
| }, | |
| { | |
| "epoch": 0.31868131868131866, | |
| "grad_norm": 0.1160176694393158, | |
| "learning_rate": 0.00015892202589324835, | |
| "loss": 0.0983, | |
| "step": 58 | |
| }, | |
| { | |
| "epoch": 0.3241758241758242, | |
| "grad_norm": 0.12610028684139252, | |
| "learning_rate": 0.0001574787410214407, | |
| "loss": 0.1345, | |
| "step": 59 | |
| }, | |
| { | |
| "epoch": 0.32967032967032966, | |
| "grad_norm": 0.09502307325601578, | |
| "learning_rate": 0.0001560173490430346, | |
| "loss": 0.0753, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 0.33516483516483514, | |
| "grad_norm": 0.12514734268188477, | |
| "learning_rate": 0.0001545383103296365, | |
| "loss": 0.1218, | |
| "step": 61 | |
| }, | |
| { | |
| "epoch": 0.34065934065934067, | |
| "grad_norm": 0.10972923040390015, | |
| "learning_rate": 0.00015304209081197425, | |
| "loss": 0.0988, | |
| "step": 62 | |
| }, | |
| { | |
| "epoch": 0.34615384615384615, | |
| "grad_norm": 0.14897628128528595, | |
| "learning_rate": 0.0001515291618331188, | |
| "loss": 0.1729, | |
| "step": 63 | |
| }, | |
| { | |
| "epoch": 0.3516483516483517, | |
| "grad_norm": 0.10310367494821548, | |
| "learning_rate": 0.00015000000000000001, | |
| "loss": 0.1261, | |
| "step": 64 | |
| }, | |
| { | |
| "epoch": 0.35714285714285715, | |
| "grad_norm": 0.11633659899234772, | |
| "learning_rate": 0.00014845508703326504, | |
| "loss": 0.1215, | |
| "step": 65 | |
| }, | |
| { | |
| "epoch": 0.3626373626373626, | |
| "grad_norm": 0.12089478224515915, | |
| "learning_rate": 0.00014689490961552513, | |
| "loss": 0.1137, | |
| "step": 66 | |
| }, | |
| { | |
| "epoch": 0.36813186813186816, | |
| "grad_norm": 0.12880107760429382, | |
| "learning_rate": 0.00014531995923803973, | |
| "loss": 0.1254, | |
| "step": 67 | |
| }, | |
| { | |
| "epoch": 0.37362637362637363, | |
| "grad_norm": 0.10465559363365173, | |
| "learning_rate": 0.00014373073204588556, | |
| "loss": 0.0866, | |
| "step": 68 | |
| }, | |
| { | |
| "epoch": 0.3791208791208791, | |
| "grad_norm": 0.09393016248941422, | |
| "learning_rate": 0.00014212772868165958, | |
| "loss": 0.0671, | |
| "step": 69 | |
| }, | |
| { | |
| "epoch": 0.38461538461538464, | |
| "grad_norm": 0.09669383615255356, | |
| "learning_rate": 0.00014051145412776535, | |
| "loss": 0.0835, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 0.3901098901098901, | |
| "grad_norm": 0.10696904361248016, | |
| "learning_rate": 0.00013888241754733208, | |
| "loss": 0.1146, | |
| "step": 71 | |
| }, | |
| { | |
| "epoch": 0.3956043956043956, | |
| "grad_norm": 0.18148086965084076, | |
| "learning_rate": 0.0001372411321238166, | |
| "loss": 0.1937, | |
| "step": 72 | |
| }, | |
| { | |
| "epoch": 0.4010989010989011, | |
| "grad_norm": 0.11100444942712784, | |
| "learning_rate": 0.00013558811489933908, | |
| "loss": 0.1204, | |
| "step": 73 | |
| }, | |
| { | |
| "epoch": 0.4065934065934066, | |
| "grad_norm": 0.08652353286743164, | |
| "learning_rate": 0.00013392388661180303, | |
| "loss": 0.0682, | |
| "step": 74 | |
| }, | |
| { | |
| "epoch": 0.41208791208791207, | |
| "grad_norm": 0.09470050036907196, | |
| "learning_rate": 0.0001322489715308509, | |
| "loss": 0.0638, | |
| "step": 75 | |
| }, | |
| { | |
| "epoch": 0.4175824175824176, | |
| "grad_norm": 0.11347407102584839, | |
| "learning_rate": 0.00013056389729270738, | |
| "loss": 0.081, | |
| "step": 76 | |
| }, | |
| { | |
| "epoch": 0.4230769230769231, | |
| "grad_norm": 0.1232433095574379, | |
| "learning_rate": 0.0001288691947339621, | |
| "loss": 0.1186, | |
| "step": 77 | |
| }, | |
| { | |
| "epoch": 0.42857142857142855, | |
| "grad_norm": 0.08470042794942856, | |
| "learning_rate": 0.00012716539772434388, | |
| "loss": 0.061, | |
| "step": 78 | |
| }, | |
| { | |
| "epoch": 0.4340659340659341, | |
| "grad_norm": 0.10937822610139847, | |
| "learning_rate": 0.00012545304299853977, | |
| "loss": 0.0826, | |
| "step": 79 | |
| }, | |
| { | |
| "epoch": 0.43956043956043955, | |
| "grad_norm": 0.094424307346344, | |
| "learning_rate": 0.0001237326699871115, | |
| "loss": 0.0689, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 0.44505494505494503, | |
| "grad_norm": 0.11375095695257187, | |
| "learning_rate": 0.00012200482064656248, | |
| "loss": 0.1107, | |
| "step": 81 | |
| }, | |
| { | |
| "epoch": 0.45054945054945056, | |
| "grad_norm": 0.11452016979455948, | |
| "learning_rate": 0.00012027003928860937, | |
| "loss": 0.0886, | |
| "step": 82 | |
| }, | |
| { | |
| "epoch": 0.45604395604395603, | |
| "grad_norm": 0.09138914942741394, | |
| "learning_rate": 0.00011852887240871145, | |
| "loss": 0.0825, | |
| "step": 83 | |
| }, | |
| { | |
| "epoch": 0.46153846153846156, | |
| "grad_norm": 0.09349829703569412, | |
| "learning_rate": 0.00011678186851391218, | |
| "loss": 0.0853, | |
| "step": 84 | |
| }, | |
| { | |
| "epoch": 0.46703296703296704, | |
| "grad_norm": 0.0957733765244484, | |
| "learning_rate": 0.00011502957795004705, | |
| "loss": 0.0705, | |
| "step": 85 | |
| }, | |
| { | |
| "epoch": 0.4725274725274725, | |
| "grad_norm": 0.11201193928718567, | |
| "learning_rate": 0.00011327255272837221, | |
| "loss": 0.0782, | |
| "step": 86 | |
| }, | |
| { | |
| "epoch": 0.47802197802197804, | |
| "grad_norm": 0.11689481139183044, | |
| "learning_rate": 0.00011151134635166829, | |
| "loss": 0.0634, | |
| "step": 87 | |
| }, | |
| { | |
| "epoch": 0.4835164835164835, | |
| "grad_norm": 0.09048259258270264, | |
| "learning_rate": 0.00010974651363987465, | |
| "loss": 0.075, | |
| "step": 88 | |
| }, | |
| { | |
| "epoch": 0.489010989010989, | |
| "grad_norm": 0.0914902612566948, | |
| "learning_rate": 0.00010797861055530831, | |
| "loss": 0.0697, | |
| "step": 89 | |
| }, | |
| { | |
| "epoch": 0.4945054945054945, | |
| "grad_norm": 0.0922885537147522, | |
| "learning_rate": 0.0001062081940275234, | |
| "loss": 0.0666, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 0.5, | |
| "grad_norm": 0.08988504856824875, | |
| "learning_rate": 0.00010443582177786564, | |
| "loss": 0.086, | |
| "step": 91 | |
| }, | |
| { | |
| "epoch": 0.5054945054945055, | |
| "grad_norm": 0.12048965692520142, | |
| "learning_rate": 0.00010266205214377748, | |
| "loss": 0.0905, | |
| "step": 92 | |
| }, | |
| { | |
| "epoch": 0.510989010989011, | |
| "grad_norm": 0.08413669466972351, | |
| "learning_rate": 0.0001008874439029091, | |
| "loss": 0.059, | |
| "step": 93 | |
| }, | |
| { | |
| "epoch": 0.5164835164835165, | |
| "grad_norm": 0.09707523882389069, | |
| "learning_rate": 9.91125560970909e-05, | |
| "loss": 0.1015, | |
| "step": 94 | |
| }, | |
| { | |
| "epoch": 0.521978021978022, | |
| "grad_norm": 0.13043560087680817, | |
| "learning_rate": 9.733794785622253e-05, | |
| "loss": 0.0914, | |
| "step": 95 | |
| }, | |
| { | |
| "epoch": 0.5274725274725275, | |
| "grad_norm": 0.10451046377420425, | |
| "learning_rate": 9.556417822213435e-05, | |
| "loss": 0.0904, | |
| "step": 96 | |
| }, | |
| { | |
| "epoch": 0.532967032967033, | |
| "grad_norm": 0.07710960507392883, | |
| "learning_rate": 9.379180597247661e-05, | |
| "loss": 0.0557, | |
| "step": 97 | |
| }, | |
| { | |
| "epoch": 0.5384615384615384, | |
| "grad_norm": 0.09335189312696457, | |
| "learning_rate": 9.202138944469168e-05, | |
| "loss": 0.0782, | |
| "step": 98 | |
| }, | |
| { | |
| "epoch": 0.5439560439560439, | |
| "grad_norm": 0.07391183078289032, | |
| "learning_rate": 9.025348636012536e-05, | |
| "loss": 0.0616, | |
| "step": 99 | |
| }, | |
| { | |
| "epoch": 0.5494505494505495, | |
| "grad_norm": 0.07584051787853241, | |
| "learning_rate": 8.84886536483317e-05, | |
| "loss": 0.0669, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.554945054945055, | |
| "grad_norm": 0.07729068398475647, | |
| "learning_rate": 8.672744727162781e-05, | |
| "loss": 0.0635, | |
| "step": 101 | |
| }, | |
| { | |
| "epoch": 0.5604395604395604, | |
| "grad_norm": 0.0983298122882843, | |
| "learning_rate": 8.497042204995299e-05, | |
| "loss": 0.0556, | |
| "step": 102 | |
| }, | |
| { | |
| "epoch": 0.5659340659340659, | |
| "grad_norm": 0.07858923077583313, | |
| "learning_rate": 8.321813148608783e-05, | |
| "loss": 0.0551, | |
| "step": 103 | |
| }, | |
| { | |
| "epoch": 0.5714285714285714, | |
| "grad_norm": 0.1307792365550995, | |
| "learning_rate": 8.147112759128859e-05, | |
| "loss": 0.1135, | |
| "step": 104 | |
| }, | |
| { | |
| "epoch": 0.5769230769230769, | |
| "grad_norm": 0.08517476916313171, | |
| "learning_rate": 7.972996071139064e-05, | |
| "loss": 0.053, | |
| "step": 105 | |
| }, | |
| { | |
| "epoch": 0.5824175824175825, | |
| "grad_norm": 0.05371192470192909, | |
| "learning_rate": 7.799517935343757e-05, | |
| "loss": 0.0298, | |
| "step": 106 | |
| }, | |
| { | |
| "epoch": 0.5879120879120879, | |
| "grad_norm": 0.06914077699184418, | |
| "learning_rate": 7.626733001288851e-05, | |
| "loss": 0.0452, | |
| "step": 107 | |
| }, | |
| { | |
| "epoch": 0.5934065934065934, | |
| "grad_norm": 0.10342265665531158, | |
| "learning_rate": 7.454695700146024e-05, | |
| "loss": 0.0889, | |
| "step": 108 | |
| }, | |
| { | |
| "epoch": 0.5989010989010989, | |
| "grad_norm": 0.0685519203543663, | |
| "learning_rate": 7.283460227565613e-05, | |
| "loss": 0.0588, | |
| "step": 109 | |
| }, | |
| { | |
| "epoch": 0.6043956043956044, | |
| "grad_norm": 0.05628138780593872, | |
| "learning_rate": 7.113080526603792e-05, | |
| "loss": 0.046, | |
| "step": 110 | |
| }, | |
| { | |
| "epoch": 0.6098901098901099, | |
| "grad_norm": 0.11078569293022156, | |
| "learning_rate": 6.94361027072926e-05, | |
| "loss": 0.0791, | |
| "step": 111 | |
| }, | |
| { | |
| "epoch": 0.6153846153846154, | |
| "grad_norm": 0.05526568740606308, | |
| "learning_rate": 6.775102846914911e-05, | |
| "loss": 0.0559, | |
| "step": 112 | |
| }, | |
| { | |
| "epoch": 0.6208791208791209, | |
| "grad_norm": 0.07777650654315948, | |
| "learning_rate": 6.607611338819697e-05, | |
| "loss": 0.0574, | |
| "step": 113 | |
| }, | |
| { | |
| "epoch": 0.6263736263736264, | |
| "grad_norm": 0.06428060680627823, | |
| "learning_rate": 6.441188510066091e-05, | |
| "loss": 0.0386, | |
| "step": 114 | |
| }, | |
| { | |
| "epoch": 0.6318681318681318, | |
| "grad_norm": 0.1773328185081482, | |
| "learning_rate": 6.275886787618339e-05, | |
| "loss": 0.1229, | |
| "step": 115 | |
| }, | |
| { | |
| "epoch": 0.6373626373626373, | |
| "grad_norm": 0.05550393462181091, | |
| "learning_rate": 6.111758245266794e-05, | |
| "loss": 0.0414, | |
| "step": 116 | |
| }, | |
| { | |
| "epoch": 0.6428571428571429, | |
| "grad_norm": 0.041509225964546204, | |
| "learning_rate": 5.9488545872234645e-05, | |
| "loss": 0.0341, | |
| "step": 117 | |
| }, | |
| { | |
| "epoch": 0.6483516483516484, | |
| "grad_norm": 0.10156530886888504, | |
| "learning_rate": 5.787227131834043e-05, | |
| "loss": 0.0765, | |
| "step": 118 | |
| }, | |
| { | |
| "epoch": 0.6538461538461539, | |
| "grad_norm": 0.0621609091758728, | |
| "learning_rate": 5.626926795411447e-05, | |
| "loss": 0.0515, | |
| "step": 119 | |
| }, | |
| { | |
| "epoch": 0.6593406593406593, | |
| "grad_norm": 0.12675149738788605, | |
| "learning_rate": 5.468004076196029e-05, | |
| "loss": 0.0736, | |
| "step": 120 | |
| }, | |
| { | |
| "epoch": 0.6648351648351648, | |
| "grad_norm": 0.06981629878282547, | |
| "learning_rate": 5.310509038447492e-05, | |
| "loss": 0.07, | |
| "step": 121 | |
| }, | |
| { | |
| "epoch": 0.6703296703296703, | |
| "grad_norm": 0.05079374462366104, | |
| "learning_rate": 5.1544912966734994e-05, | |
| "loss": 0.0509, | |
| "step": 122 | |
| }, | |
| { | |
| "epoch": 0.6758241758241759, | |
| "grad_norm": 0.06290542334318161, | |
| "learning_rate": 5.000000000000002e-05, | |
| "loss": 0.0577, | |
| "step": 123 | |
| }, | |
| { | |
| "epoch": 0.6813186813186813, | |
| "grad_norm": 0.042649202048778534, | |
| "learning_rate": 4.8470838166881226e-05, | |
| "loss": 0.035, | |
| "step": 124 | |
| }, | |
| { | |
| "epoch": 0.6868131868131868, | |
| "grad_norm": 0.07203595340251923, | |
| "learning_rate": 4.695790918802576e-05, | |
| "loss": 0.0706, | |
| "step": 125 | |
| }, | |
| { | |
| "epoch": 0.6923076923076923, | |
| "grad_norm": 0.04454479739069939, | |
| "learning_rate": 4.546168967036351e-05, | |
| "loss": 0.034, | |
| "step": 126 | |
| }, | |
| { | |
| "epoch": 0.6978021978021978, | |
| "grad_norm": 0.041393596678972244, | |
| "learning_rate": 4.398265095696539e-05, | |
| "loss": 0.0375, | |
| "step": 127 | |
| }, | |
| { | |
| "epoch": 0.7032967032967034, | |
| "grad_norm": 0.047695551067590714, | |
| "learning_rate": 4.252125897855932e-05, | |
| "loss": 0.0402, | |
| "step": 128 | |
| }, | |
| { | |
| "epoch": 0.7087912087912088, | |
| "grad_norm": 0.06419022381305695, | |
| "learning_rate": 4.107797410675166e-05, | |
| "loss": 0.0511, | |
| "step": 129 | |
| }, | |
| { | |
| "epoch": 0.7142857142857143, | |
| "grad_norm": 0.04011767357587814, | |
| "learning_rate": 3.965325100899961e-05, | |
| "loss": 0.0382, | |
| "step": 130 | |
| }, | |
| { | |
| "epoch": 0.7197802197802198, | |
| "grad_norm": 0.04134465754032135, | |
| "learning_rate": 3.824753850538082e-05, | |
| "loss": 0.0407, | |
| "step": 131 | |
| }, | |
| { | |
| "epoch": 0.7252747252747253, | |
| "grad_norm": 0.05654672160744667, | |
| "learning_rate": 3.686127942720463e-05, | |
| "loss": 0.0505, | |
| "step": 132 | |
| }, | |
| { | |
| "epoch": 0.7307692307692307, | |
| "grad_norm": 0.05311698094010353, | |
| "learning_rate": 3.5494910477510445e-05, | |
| "loss": 0.0514, | |
| "step": 133 | |
| }, | |
| { | |
| "epoch": 0.7362637362637363, | |
| "grad_norm": 0.06260506808757782, | |
| "learning_rate": 3.414886209349615e-05, | |
| "loss": 0.0514, | |
| "step": 134 | |
| }, | |
| { | |
| "epoch": 0.7417582417582418, | |
| "grad_norm": 0.06393005698919296, | |
| "learning_rate": 3.282355831092072e-05, | |
| "loss": 0.0413, | |
| "step": 135 | |
| }, | |
| { | |
| "epoch": 0.7472527472527473, | |
| "grad_norm": 0.048107732087373734, | |
| "learning_rate": 3.1519416630523444e-05, | |
| "loss": 0.0479, | |
| "step": 136 | |
| }, | |
| { | |
| "epoch": 0.7527472527472527, | |
| "grad_norm": 0.04841303825378418, | |
| "learning_rate": 3.0236847886501542e-05, | |
| "loss": 0.0342, | |
| "step": 137 | |
| }, | |
| { | |
| "epoch": 0.7582417582417582, | |
| "grad_norm": 0.0669633001089096, | |
| "learning_rate": 2.8976256117088195e-05, | |
| "loss": 0.0485, | |
| "step": 138 | |
| }, | |
| { | |
| "epoch": 0.7637362637362637, | |
| "grad_norm": 0.06344759464263916, | |
| "learning_rate": 2.7738038437271284e-05, | |
| "loss": 0.0535, | |
| "step": 139 | |
| }, | |
| { | |
| "epoch": 0.7692307692307693, | |
| "grad_norm": 0.07120760530233383, | |
| "learning_rate": 2.6522584913693294e-05, | |
| "loss": 0.0465, | |
| "step": 140 | |
| } | |
| ], | |
| "logging_steps": 1, | |
| "max_steps": 182, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 1, | |
| "save_steps": 20, | |
| "stateful_callbacks": { | |
| "TrainerControl": { | |
| "args": { | |
| "should_epoch_stop": false, | |
| "should_evaluate": false, | |
| "should_log": false, | |
| "should_save": true, | |
| "should_training_stop": false | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 1.7846012682974822e+17, | |
| "train_batch_size": 2, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |