Instructions to use FormlessAI/Qwen3-32B-Reasoning-TogetherAI with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use FormlessAI/Qwen3-32B-Reasoning-TogetherAI with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("Qwen/Qwen3-32B") model = PeftModel.from_pretrained(base_model, "FormlessAI/Qwen3-32B-Reasoning-TogetherAI") - Notebooks
- Google Colab
- Kaggle
| { | |
| "best_global_step": null, | |
| "best_metric": null, | |
| "best_model_checkpoint": null, | |
| "epoch": 2.0, | |
| "eval_steps": 162, | |
| "global_step": 162, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.012345679012345678, | |
| "grad_norm": 0.3504016399383545, | |
| "learning_rate": 1e-05, | |
| "loss": 2.1533203125, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.024691358024691357, | |
| "grad_norm": 0.2849632203578949, | |
| "learning_rate": 9.999059852242508e-06, | |
| "loss": 1.943359375, | |
| "step": 2 | |
| }, | |
| { | |
| "epoch": 0.037037037037037035, | |
| "grad_norm": 0.39613625407218933, | |
| "learning_rate": 9.996239762521152e-06, | |
| "loss": 2.1646728515625, | |
| "step": 3 | |
| }, | |
| { | |
| "epoch": 0.04938271604938271, | |
| "grad_norm": 0.35534441471099854, | |
| "learning_rate": 9.991540791356342e-06, | |
| "loss": 2.091796875, | |
| "step": 4 | |
| }, | |
| { | |
| "epoch": 0.06172839506172839, | |
| "grad_norm": 0.48331987857818604, | |
| "learning_rate": 9.98496470583896e-06, | |
| "loss": 2.210205078125, | |
| "step": 5 | |
| }, | |
| { | |
| "epoch": 0.07407407407407407, | |
| "grad_norm": 0.4012807011604309, | |
| "learning_rate": 9.976513978965829e-06, | |
| "loss": 1.9215087890625, | |
| "step": 6 | |
| }, | |
| { | |
| "epoch": 0.08641975308641975, | |
| "grad_norm": 0.44781288504600525, | |
| "learning_rate": 9.966191788709716e-06, | |
| "loss": 1.95263671875, | |
| "step": 7 | |
| }, | |
| { | |
| "epoch": 0.09876543209876543, | |
| "grad_norm": 0.4039982259273529, | |
| "learning_rate": 9.954002016824226e-06, | |
| "loss": 1.783203125, | |
| "step": 8 | |
| }, | |
| { | |
| "epoch": 0.1111111111111111, | |
| "grad_norm": 0.381326287984848, | |
| "learning_rate": 9.939949247384046e-06, | |
| "loss": 1.7802734375, | |
| "step": 9 | |
| }, | |
| { | |
| "epoch": 0.12345679012345678, | |
| "grad_norm": 0.3175008296966553, | |
| "learning_rate": 9.924038765061042e-06, | |
| "loss": 1.7203369140625, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.13580246913580246, | |
| "grad_norm": 0.26221078634262085, | |
| "learning_rate": 9.906276553136924e-06, | |
| "loss": 1.67431640625, | |
| "step": 11 | |
| }, | |
| { | |
| "epoch": 0.14814814814814814, | |
| "grad_norm": 0.26429814100265503, | |
| "learning_rate": 9.886669291253178e-06, | |
| "loss": 1.66455078125, | |
| "step": 12 | |
| }, | |
| { | |
| "epoch": 0.16049382716049382, | |
| "grad_norm": 0.28965020179748535, | |
| "learning_rate": 9.86522435289912e-06, | |
| "loss": 1.6767578125, | |
| "step": 13 | |
| }, | |
| { | |
| "epoch": 0.1728395061728395, | |
| "grad_norm": 0.25965702533721924, | |
| "learning_rate": 9.841949802639031e-06, | |
| "loss": 1.58154296875, | |
| "step": 14 | |
| }, | |
| { | |
| "epoch": 0.18518518518518517, | |
| "grad_norm": 0.24088655412197113, | |
| "learning_rate": 9.816854393079402e-06, | |
| "loss": 1.58544921875, | |
| "step": 15 | |
| }, | |
| { | |
| "epoch": 0.19753086419753085, | |
| "grad_norm": 0.2812812924385071, | |
| "learning_rate": 9.789947561577445e-06, | |
| "loss": 1.6029052734375, | |
| "step": 16 | |
| }, | |
| { | |
| "epoch": 0.20987654320987653, | |
| "grad_norm": 0.23914368450641632, | |
| "learning_rate": 9.761239426692077e-06, | |
| "loss": 1.52874755859375, | |
| "step": 17 | |
| }, | |
| { | |
| "epoch": 0.2222222222222222, | |
| "grad_norm": 0.23985321819782257, | |
| "learning_rate": 9.730740784378755e-06, | |
| "loss": 1.5107421875, | |
| "step": 18 | |
| }, | |
| { | |
| "epoch": 0.2345679012345679, | |
| "grad_norm": 0.23493242263793945, | |
| "learning_rate": 9.698463103929542e-06, | |
| "loss": 1.45654296875, | |
| "step": 19 | |
| }, | |
| { | |
| "epoch": 0.24691358024691357, | |
| "grad_norm": 0.2240285575389862, | |
| "learning_rate": 9.664418523660004e-06, | |
| "loss": 1.44580078125, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.25925925925925924, | |
| "grad_norm": 0.21557030081748962, | |
| "learning_rate": 9.628619846344453e-06, | |
| "loss": 1.4422607421875, | |
| "step": 21 | |
| }, | |
| { | |
| "epoch": 0.2716049382716049, | |
| "grad_norm": 0.2036324441432953, | |
| "learning_rate": 9.591080534401371e-06, | |
| "loss": 1.413330078125, | |
| "step": 22 | |
| }, | |
| { | |
| "epoch": 0.2839506172839506, | |
| "grad_norm": 0.1956496238708496, | |
| "learning_rate": 9.551814704830734e-06, | |
| "loss": 1.37646484375, | |
| "step": 23 | |
| }, | |
| { | |
| "epoch": 0.2962962962962963, | |
| "grad_norm": 0.20368410646915436, | |
| "learning_rate": 9.51083712390519e-06, | |
| "loss": 1.42236328125, | |
| "step": 24 | |
| }, | |
| { | |
| "epoch": 0.30864197530864196, | |
| "grad_norm": 0.1811431646347046, | |
| "learning_rate": 9.468163201617063e-06, | |
| "loss": 1.3662109375, | |
| "step": 25 | |
| }, | |
| { | |
| "epoch": 0.32098765432098764, | |
| "grad_norm": 0.25459423661231995, | |
| "learning_rate": 9.423808985883289e-06, | |
| "loss": 1.3360595703125, | |
| "step": 26 | |
| }, | |
| { | |
| "epoch": 0.3333333333333333, | |
| "grad_norm": 0.1667819321155548, | |
| "learning_rate": 9.377791156510456e-06, | |
| "loss": 1.3681640625, | |
| "step": 27 | |
| }, | |
| { | |
| "epoch": 0.345679012345679, | |
| "grad_norm": 0.1551096886396408, | |
| "learning_rate": 9.330127018922195e-06, | |
| "loss": 1.31402587890625, | |
| "step": 28 | |
| }, | |
| { | |
| "epoch": 0.35802469135802467, | |
| "grad_norm": 0.14206942915916443, | |
| "learning_rate": 9.280834497651334e-06, | |
| "loss": 1.2802734375, | |
| "step": 29 | |
| }, | |
| { | |
| "epoch": 0.37037037037037035, | |
| "grad_norm": 0.13667216897010803, | |
| "learning_rate": 9.229932129599206e-06, | |
| "loss": 1.2950439453125, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.38271604938271603, | |
| "grad_norm": 0.11959635466337204, | |
| "learning_rate": 9.177439057064684e-06, | |
| "loss": 1.31982421875, | |
| "step": 31 | |
| }, | |
| { | |
| "epoch": 0.3950617283950617, | |
| "grad_norm": 0.1104661077260971, | |
| "learning_rate": 9.123375020545534e-06, | |
| "loss": 1.2674560546875, | |
| "step": 32 | |
| }, | |
| { | |
| "epoch": 0.4074074074074074, | |
| "grad_norm": 0.10608602315187454, | |
| "learning_rate": 9.067760351314838e-06, | |
| "loss": 1.2978515625, | |
| "step": 33 | |
| }, | |
| { | |
| "epoch": 0.41975308641975306, | |
| "grad_norm": 0.09825296700000763, | |
| "learning_rate": 9.01061596377522e-06, | |
| "loss": 1.25439453125, | |
| "step": 34 | |
| }, | |
| { | |
| "epoch": 0.43209876543209874, | |
| "grad_norm": 0.09724781662225723, | |
| "learning_rate": 8.951963347593797e-06, | |
| "loss": 1.2310791015625, | |
| "step": 35 | |
| }, | |
| { | |
| "epoch": 0.4444444444444444, | |
| "grad_norm": 0.0967152863740921, | |
| "learning_rate": 8.891824559620801e-06, | |
| "loss": 1.24981689453125, | |
| "step": 36 | |
| }, | |
| { | |
| "epoch": 0.4567901234567901, | |
| "grad_norm": 0.10894442349672318, | |
| "learning_rate": 8.83022221559489e-06, | |
| "loss": 1.24609375, | |
| "step": 37 | |
| }, | |
| { | |
| "epoch": 0.4691358024691358, | |
| "grad_norm": 0.12250322848558426, | |
| "learning_rate": 8.767179481638303e-06, | |
| "loss": 1.21630859375, | |
| "step": 38 | |
| }, | |
| { | |
| "epoch": 0.48148148148148145, | |
| "grad_norm": 0.12086455523967743, | |
| "learning_rate": 8.702720065545024e-06, | |
| "loss": 1.2171630859375, | |
| "step": 39 | |
| }, | |
| { | |
| "epoch": 0.49382716049382713, | |
| "grad_norm": 0.13029126822948456, | |
| "learning_rate": 8.636868207865244e-06, | |
| "loss": 1.201171875, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.5061728395061729, | |
| "grad_norm": 0.1197105273604393, | |
| "learning_rate": 8.569648672789496e-06, | |
| "loss": 1.24029541015625, | |
| "step": 41 | |
| }, | |
| { | |
| "epoch": 0.5185185185185185, | |
| "grad_norm": 0.10641508549451828, | |
| "learning_rate": 8.501086738835843e-06, | |
| "loss": 1.24267578125, | |
| "step": 42 | |
| }, | |
| { | |
| "epoch": 0.5308641975308642, | |
| "grad_norm": 0.11860142648220062, | |
| "learning_rate": 8.43120818934367e-06, | |
| "loss": 1.1580810546875, | |
| "step": 43 | |
| }, | |
| { | |
| "epoch": 0.5432098765432098, | |
| "grad_norm": 0.10126637667417526, | |
| "learning_rate": 8.360039302777614e-06, | |
| "loss": 1.19140625, | |
| "step": 44 | |
| }, | |
| { | |
| "epoch": 0.5555555555555556, | |
| "grad_norm": 0.08920259028673172, | |
| "learning_rate": 8.28760684284532e-06, | |
| "loss": 1.25390625, | |
| "step": 45 | |
| }, | |
| { | |
| "epoch": 0.5679012345679012, | |
| "grad_norm": 0.09504316747188568, | |
| "learning_rate": 8.213938048432697e-06, | |
| "loss": 1.1878662109375, | |
| "step": 46 | |
| }, | |
| { | |
| "epoch": 0.5802469135802469, | |
| "grad_norm": 0.08583307266235352, | |
| "learning_rate": 8.139060623360494e-06, | |
| "loss": 1.16949462890625, | |
| "step": 47 | |
| }, | |
| { | |
| "epoch": 0.5925925925925926, | |
| "grad_norm": 0.07538800686597824, | |
| "learning_rate": 8.063002725966014e-06, | |
| "loss": 1.166748046875, | |
| "step": 48 | |
| }, | |
| { | |
| "epoch": 0.6049382716049383, | |
| "grad_norm": 0.0806780606508255, | |
| "learning_rate": 7.985792958513932e-06, | |
| "loss": 1.17333984375, | |
| "step": 49 | |
| }, | |
| { | |
| "epoch": 0.6172839506172839, | |
| "grad_norm": 0.07670904695987701, | |
| "learning_rate": 7.907460356440133e-06, | |
| "loss": 1.22998046875, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.6296296296296297, | |
| "grad_norm": 0.06912268698215485, | |
| "learning_rate": 7.828034377432694e-06, | |
| "loss": 1.22021484375, | |
| "step": 51 | |
| }, | |
| { | |
| "epoch": 0.6419753086419753, | |
| "grad_norm": 0.06748771667480469, | |
| "learning_rate": 7.747544890354031e-06, | |
| "loss": 1.181396484375, | |
| "step": 52 | |
| }, | |
| { | |
| "epoch": 0.654320987654321, | |
| "grad_norm": 0.06408040970563889, | |
| "learning_rate": 7.666022164008458e-06, | |
| "loss": 1.1630859375, | |
| "step": 53 | |
| }, | |
| { | |
| "epoch": 0.6666666666666666, | |
| "grad_norm": 0.07093410938978195, | |
| "learning_rate": 7.5834968557593155e-06, | |
| "loss": 1.16015625, | |
| "step": 54 | |
| }, | |
| { | |
| "epoch": 0.6790123456790124, | |
| "grad_norm": 0.0701528862118721, | |
| "learning_rate": 7.500000000000001e-06, | |
| "loss": 1.1929931640625, | |
| "step": 55 | |
| }, | |
| { | |
| "epoch": 0.691358024691358, | |
| "grad_norm": 0.06486670672893524, | |
| "learning_rate": 7.415562996483193e-06, | |
| "loss": 1.11865234375, | |
| "step": 56 | |
| }, | |
| { | |
| "epoch": 0.7037037037037037, | |
| "grad_norm": 0.07944019138813019, | |
| "learning_rate": 7.330217598512696e-06, | |
| "loss": 1.146484375, | |
| "step": 57 | |
| }, | |
| { | |
| "epoch": 0.7160493827160493, | |
| "grad_norm": 0.06304322928190231, | |
| "learning_rate": 7.243995901002312e-06, | |
| "loss": 1.1806640625, | |
| "step": 58 | |
| }, | |
| { | |
| "epoch": 0.7283950617283951, | |
| "grad_norm": 0.06566708534955978, | |
| "learning_rate": 7.156930328406268e-06, | |
| "loss": 1.166015625, | |
| "step": 59 | |
| }, | |
| { | |
| "epoch": 0.7407407407407407, | |
| "grad_norm": 0.06502839177846909, | |
| "learning_rate": 7.069053622525697e-06, | |
| "loss": 1.1337890625, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 0.7530864197530864, | |
| "grad_norm": 0.05706457421183586, | |
| "learning_rate": 6.980398830195785e-06, | |
| "loss": 1.16357421875, | |
| "step": 61 | |
| }, | |
| { | |
| "epoch": 0.7654320987654321, | |
| "grad_norm": 0.059692319482564926, | |
| "learning_rate": 6.890999290858213e-06, | |
| "loss": 1.171875, | |
| "step": 62 | |
| }, | |
| { | |
| "epoch": 0.7777777777777778, | |
| "grad_norm": 0.0484984889626503, | |
| "learning_rate": 6.800888624023552e-06, | |
| "loss": 1.2109375, | |
| "step": 63 | |
| }, | |
| { | |
| "epoch": 0.7901234567901234, | |
| "grad_norm": 0.0469343475997448, | |
| "learning_rate": 6.710100716628345e-06, | |
| "loss": 1.15325927734375, | |
| "step": 64 | |
| }, | |
| { | |
| "epoch": 0.8024691358024691, | |
| "grad_norm": 0.04828719422221184, | |
| "learning_rate": 6.618669710291607e-06, | |
| "loss": 1.1181640625, | |
| "step": 65 | |
| }, | |
| { | |
| "epoch": 0.8148148148148148, | |
| "grad_norm": 0.05165661498904228, | |
| "learning_rate": 6.526629988475567e-06, | |
| "loss": 1.1224365234375, | |
| "step": 66 | |
| }, | |
| { | |
| "epoch": 0.8271604938271605, | |
| "grad_norm": 0.04464888572692871, | |
| "learning_rate": 6.434016163555452e-06, | |
| "loss": 1.11822509765625, | |
| "step": 67 | |
| }, | |
| { | |
| "epoch": 0.8395061728395061, | |
| "grad_norm": 0.04451960325241089, | |
| "learning_rate": 6.340863063803187e-06, | |
| "loss": 1.16094970703125, | |
| "step": 68 | |
| }, | |
| { | |
| "epoch": 0.8518518518518519, | |
| "grad_norm": 0.043933067470788956, | |
| "learning_rate": 6.247205720289907e-06, | |
| "loss": 1.1513671875, | |
| "step": 69 | |
| }, | |
| { | |
| "epoch": 0.8641975308641975, | |
| "grad_norm": 0.06273156404495239, | |
| "learning_rate": 6.153079353712201e-06, | |
| "loss": 1.1090087890625, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 0.8765432098765432, | |
| "grad_norm": 0.041264940053224564, | |
| "learning_rate": 6.058519361147055e-06, | |
| "loss": 1.099609375, | |
| "step": 71 | |
| }, | |
| { | |
| "epoch": 0.8888888888888888, | |
| "grad_norm": 0.03963320702314377, | |
| "learning_rate": 5.9635613027404495e-06, | |
| "loss": 1.1201171875, | |
| "step": 72 | |
| }, | |
| { | |
| "epoch": 0.9012345679012346, | |
| "grad_norm": 0.059883832931518555, | |
| "learning_rate": 5.8682408883346535e-06, | |
| "loss": 1.12451171875, | |
| "step": 73 | |
| }, | |
| { | |
| "epoch": 0.9135802469135802, | |
| "grad_norm": 0.04652964696288109, | |
| "learning_rate": 5.772593964039203e-06, | |
| "loss": 1.150146484375, | |
| "step": 74 | |
| }, | |
| { | |
| "epoch": 0.9259259259259259, | |
| "grad_norm": 0.04225148260593414, | |
| "learning_rate": 5.6766564987506564e-06, | |
| "loss": 1.09912109375, | |
| "step": 75 | |
| }, | |
| { | |
| "epoch": 0.9382716049382716, | |
| "grad_norm": 0.0415518693625927, | |
| "learning_rate": 5.5804645706261515e-06, | |
| "loss": 1.0869140625, | |
| "step": 76 | |
| }, | |
| { | |
| "epoch": 0.9506172839506173, | |
| "grad_norm": 0.041372768580913544, | |
| "learning_rate": 5.484054353515896e-06, | |
| "loss": 1.20196533203125, | |
| "step": 77 | |
| }, | |
| { | |
| "epoch": 0.9629629629629629, | |
| "grad_norm": 0.04058866947889328, | |
| "learning_rate": 5.387462103359655e-06, | |
| "loss": 1.08984375, | |
| "step": 78 | |
| }, | |
| { | |
| "epoch": 0.9753086419753086, | |
| "grad_norm": 0.03967684879899025, | |
| "learning_rate": 5.290724144552379e-06, | |
| "loss": 1.12066650390625, | |
| "step": 79 | |
| }, | |
| { | |
| "epoch": 0.9876543209876543, | |
| "grad_norm": 0.039729781448841095, | |
| "learning_rate": 5.193876856284085e-06, | |
| "loss": 1.123779296875, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "grad_norm": 0.042973633855581284, | |
| "learning_rate": 5.096956658859122e-06, | |
| "loss": 1.103759765625, | |
| "step": 81 | |
| }, | |
| { | |
| "epoch": 1.0123456790123457, | |
| "grad_norm": 0.03994538635015488, | |
| "learning_rate": 5e-06, | |
| "loss": 1.12353515625, | |
| "step": 82 | |
| }, | |
| { | |
| "epoch": 1.0246913580246915, | |
| "grad_norm": 0.04001010209321976, | |
| "learning_rate": 4.903043341140879e-06, | |
| "loss": 1.11376953125, | |
| "step": 83 | |
| }, | |
| { | |
| "epoch": 1.037037037037037, | |
| "grad_norm": 0.03813829645514488, | |
| "learning_rate": 4.806123143715916e-06, | |
| "loss": 1.08966064453125, | |
| "step": 84 | |
| }, | |
| { | |
| "epoch": 1.0493827160493827, | |
| "grad_norm": 0.04175872728228569, | |
| "learning_rate": 4.7092758554476215e-06, | |
| "loss": 1.1650390625, | |
| "step": 85 | |
| }, | |
| { | |
| "epoch": 1.0617283950617284, | |
| "grad_norm": 0.054764218628406525, | |
| "learning_rate": 4.6125378966403465e-06, | |
| "loss": 1.1142578125, | |
| "step": 86 | |
| }, | |
| { | |
| "epoch": 1.074074074074074, | |
| "grad_norm": 0.037059519439935684, | |
| "learning_rate": 4.515945646484105e-06, | |
| "loss": 1.084716796875, | |
| "step": 87 | |
| }, | |
| { | |
| "epoch": 1.0864197530864197, | |
| "grad_norm": 0.03715408220887184, | |
| "learning_rate": 4.4195354293738484e-06, | |
| "loss": 1.121337890625, | |
| "step": 88 | |
| }, | |
| { | |
| "epoch": 1.0987654320987654, | |
| "grad_norm": 0.03572078049182892, | |
| "learning_rate": 4.323343501249346e-06, | |
| "loss": 1.1025390625, | |
| "step": 89 | |
| }, | |
| { | |
| "epoch": 1.1111111111111112, | |
| "grad_norm": 0.039801325649023056, | |
| "learning_rate": 4.227406035960798e-06, | |
| "loss": 1.1318359375, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 1.123456790123457, | |
| "grad_norm": 0.03618643805384636, | |
| "learning_rate": 4.131759111665349e-06, | |
| "loss": 1.1199951171875, | |
| "step": 91 | |
| }, | |
| { | |
| "epoch": 1.1358024691358024, | |
| "grad_norm": 0.039840616285800934, | |
| "learning_rate": 4.036438697259551e-06, | |
| "loss": 1.12451171875, | |
| "step": 92 | |
| }, | |
| { | |
| "epoch": 1.1481481481481481, | |
| "grad_norm": 0.035334352403879166, | |
| "learning_rate": 3.941480638852948e-06, | |
| "loss": 1.1181640625, | |
| "step": 93 | |
| }, | |
| { | |
| "epoch": 1.1604938271604939, | |
| "grad_norm": 0.05649956315755844, | |
| "learning_rate": 3.8469206462878e-06, | |
| "loss": 1.09619140625, | |
| "step": 94 | |
| }, | |
| { | |
| "epoch": 1.1728395061728394, | |
| "grad_norm": 0.03644261509180069, | |
| "learning_rate": 3.752794279710094e-06, | |
| "loss": 1.07666015625, | |
| "step": 95 | |
| }, | |
| { | |
| "epoch": 1.1851851851851851, | |
| "grad_norm": 0.03816032409667969, | |
| "learning_rate": 3.6591369361968127e-06, | |
| "loss": 1.1474609375, | |
| "step": 96 | |
| }, | |
| { | |
| "epoch": 1.1975308641975309, | |
| "grad_norm": 0.06648016721010208, | |
| "learning_rate": 3.5659838364445505e-06, | |
| "loss": 1.116455078125, | |
| "step": 97 | |
| }, | |
| { | |
| "epoch": 1.2098765432098766, | |
| "grad_norm": 0.03444468230009079, | |
| "learning_rate": 3.473370011524435e-06, | |
| "loss": 1.11590576171875, | |
| "step": 98 | |
| }, | |
| { | |
| "epoch": 1.2222222222222223, | |
| "grad_norm": 0.035777244716882706, | |
| "learning_rate": 3.3813302897083955e-06, | |
| "loss": 1.11669921875, | |
| "step": 99 | |
| }, | |
| { | |
| "epoch": 1.2345679012345678, | |
| "grad_norm": 0.04556313157081604, | |
| "learning_rate": 3.289899283371657e-06, | |
| "loss": 1.0751953125, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 1.2469135802469136, | |
| "grad_norm": 0.03846881538629532, | |
| "learning_rate": 3.1991113759764493e-06, | |
| "loss": 1.1162109375, | |
| "step": 101 | |
| }, | |
| { | |
| "epoch": 1.2592592592592593, | |
| "grad_norm": 0.047668684273958206, | |
| "learning_rate": 3.1090007091417884e-06, | |
| "loss": 1.1358642578125, | |
| "step": 102 | |
| }, | |
| { | |
| "epoch": 1.2716049382716048, | |
| "grad_norm": 0.03538711741566658, | |
| "learning_rate": 3.019601169804216e-06, | |
| "loss": 1.1220703125, | |
| "step": 103 | |
| }, | |
| { | |
| "epoch": 1.2839506172839505, | |
| "grad_norm": 0.035502634942531586, | |
| "learning_rate": 2.9309463774743047e-06, | |
| "loss": 1.101318359375, | |
| "step": 104 | |
| }, | |
| { | |
| "epoch": 1.2962962962962963, | |
| "grad_norm": 0.03785805031657219, | |
| "learning_rate": 2.843069671593734e-06, | |
| "loss": 1.15576171875, | |
| "step": 105 | |
| }, | |
| { | |
| "epoch": 1.308641975308642, | |
| "grad_norm": 0.04106925055384636, | |
| "learning_rate": 2.7560040989976894e-06, | |
| "loss": 1.10888671875, | |
| "step": 106 | |
| }, | |
| { | |
| "epoch": 1.3209876543209877, | |
| "grad_norm": 0.1851484477519989, | |
| "learning_rate": 2.6697824014873076e-06, | |
| "loss": 1.0380859375, | |
| "step": 107 | |
| }, | |
| { | |
| "epoch": 1.3333333333333333, | |
| "grad_norm": 0.0330730564892292, | |
| "learning_rate": 2.5844370035168077e-06, | |
| "loss": 1.14306640625, | |
| "step": 108 | |
| }, | |
| { | |
| "epoch": 1.345679012345679, | |
| "grad_norm": 0.040814485400915146, | |
| "learning_rate": 2.5000000000000015e-06, | |
| "loss": 1.10137939453125, | |
| "step": 109 | |
| }, | |
| { | |
| "epoch": 1.3580246913580247, | |
| "grad_norm": 0.03741513565182686, | |
| "learning_rate": 2.4165031442406857e-06, | |
| "loss": 1.08203125, | |
| "step": 110 | |
| }, | |
| { | |
| "epoch": 1.3703703703703702, | |
| "grad_norm": 0.04464615136384964, | |
| "learning_rate": 2.333977835991545e-06, | |
| "loss": 1.09710693359375, | |
| "step": 111 | |
| }, | |
| { | |
| "epoch": 1.382716049382716, | |
| "grad_norm": 0.06438415497541428, | |
| "learning_rate": 2.2524551096459703e-06, | |
| "loss": 1.140625, | |
| "step": 112 | |
| }, | |
| { | |
| "epoch": 1.3950617283950617, | |
| "grad_norm": 0.045622579753398895, | |
| "learning_rate": 2.171965622567308e-06, | |
| "loss": 1.10125732421875, | |
| "step": 113 | |
| }, | |
| { | |
| "epoch": 1.4074074074074074, | |
| "grad_norm": 0.041726406663656235, | |
| "learning_rate": 2.0925396435598665e-06, | |
| "loss": 1.13916015625, | |
| "step": 114 | |
| }, | |
| { | |
| "epoch": 1.4197530864197532, | |
| "grad_norm": 0.04645635187625885, | |
| "learning_rate": 2.0142070414860704e-06, | |
| "loss": 1.10205078125, | |
| "step": 115 | |
| }, | |
| { | |
| "epoch": 1.4320987654320987, | |
| "grad_norm": 0.04142511263489723, | |
| "learning_rate": 1.936997274033986e-06, | |
| "loss": 1.080810546875, | |
| "step": 116 | |
| }, | |
| { | |
| "epoch": 1.4444444444444444, | |
| "grad_norm": 0.04133642837405205, | |
| "learning_rate": 1.8609393766395083e-06, | |
| "loss": 1.11456298828125, | |
| "step": 117 | |
| }, | |
| { | |
| "epoch": 1.4567901234567902, | |
| "grad_norm": 0.037442710250616074, | |
| "learning_rate": 1.7860619515673034e-06, | |
| "loss": 1.1109619140625, | |
| "step": 118 | |
| }, | |
| { | |
| "epoch": 1.4691358024691357, | |
| "grad_norm": 0.038170378655195236, | |
| "learning_rate": 1.7123931571546826e-06, | |
| "loss": 1.092041015625, | |
| "step": 119 | |
| }, | |
| { | |
| "epoch": 1.4814814814814814, | |
| "grad_norm": 0.03954925388097763, | |
| "learning_rate": 1.639960697222388e-06, | |
| "loss": 1.0933837890625, | |
| "step": 120 | |
| }, | |
| { | |
| "epoch": 1.4938271604938271, | |
| "grad_norm": 0.04117150604724884, | |
| "learning_rate": 1.5687918106563326e-06, | |
| "loss": 1.0859375, | |
| "step": 121 | |
| }, | |
| { | |
| "epoch": 1.5061728395061729, | |
| "grad_norm": 0.04665956273674965, | |
| "learning_rate": 1.4989132611641576e-06, | |
| "loss": 1.12890625, | |
| "step": 122 | |
| }, | |
| { | |
| "epoch": 1.5185185185185186, | |
| "grad_norm": 0.03867404907941818, | |
| "learning_rate": 1.4303513272105057e-06, | |
| "loss": 1.13916015625, | |
| "step": 123 | |
| }, | |
| { | |
| "epoch": 1.5308641975308643, | |
| "grad_norm": 0.039081573486328125, | |
| "learning_rate": 1.3631317921347564e-06, | |
| "loss": 1.05682373046875, | |
| "step": 124 | |
| }, | |
| { | |
| "epoch": 1.5432098765432098, | |
| "grad_norm": 0.040184635668992996, | |
| "learning_rate": 1.297279934454978e-06, | |
| "loss": 1.0966796875, | |
| "step": 125 | |
| }, | |
| { | |
| "epoch": 1.5555555555555556, | |
| "grad_norm": 0.03619195148348808, | |
| "learning_rate": 1.2328205183616964e-06, | |
| "loss": 1.16943359375, | |
| "step": 126 | |
| }, | |
| { | |
| "epoch": 1.567901234567901, | |
| "grad_norm": 0.049317002296447754, | |
| "learning_rate": 1.1697777844051105e-06, | |
| "loss": 1.095703125, | |
| "step": 127 | |
| }, | |
| { | |
| "epoch": 1.5802469135802468, | |
| "grad_norm": 0.035242196172475815, | |
| "learning_rate": 1.1081754403792e-06, | |
| "loss": 1.08819580078125, | |
| "step": 128 | |
| }, | |
| { | |
| "epoch": 1.5925925925925926, | |
| "grad_norm": 0.038244109600782394, | |
| "learning_rate": 1.0480366524062041e-06, | |
| "loss": 1.0908203125, | |
| "step": 129 | |
| }, | |
| { | |
| "epoch": 1.6049382716049383, | |
| "grad_norm": 0.03420025855302811, | |
| "learning_rate": 9.893840362247809e-07, | |
| "loss": 1.09808349609375, | |
| "step": 130 | |
| }, | |
| { | |
| "epoch": 1.617283950617284, | |
| "grad_norm": 0.039074983447790146, | |
| "learning_rate": 9.322396486851626e-07, | |
| "loss": 1.1611328125, | |
| "step": 131 | |
| }, | |
| { | |
| "epoch": 1.6296296296296298, | |
| "grad_norm": 0.04157653823494911, | |
| "learning_rate": 8.766249794544662e-07, | |
| "loss": 1.152099609375, | |
| "step": 132 | |
| }, | |
| { | |
| "epoch": 1.6419753086419753, | |
| "grad_norm": 0.035004787147045135, | |
| "learning_rate": 8.225609429353187e-07, | |
| "loss": 1.1126708984375, | |
| "step": 133 | |
| }, | |
| { | |
| "epoch": 1.654320987654321, | |
| "grad_norm": 0.034718792885541916, | |
| "learning_rate": 7.700678704007947e-07, | |
| "loss": 1.09814453125, | |
| "step": 134 | |
| }, | |
| { | |
| "epoch": 1.6666666666666665, | |
| "grad_norm": 0.040958672761917114, | |
| "learning_rate": 7.191655023486682e-07, | |
| "loss": 1.0972900390625, | |
| "step": 135 | |
| }, | |
| { | |
| "epoch": 1.6790123456790123, | |
| "grad_norm": 0.0355539470911026, | |
| "learning_rate": 6.698729810778065e-07, | |
| "loss": 1.1375732421875, | |
| "step": 136 | |
| }, | |
| { | |
| "epoch": 1.691358024691358, | |
| "grad_norm": 0.033885106444358826, | |
| "learning_rate": 6.222088434895462e-07, | |
| "loss": 1.060791015625, | |
| "step": 137 | |
| }, | |
| { | |
| "epoch": 1.7037037037037037, | |
| "grad_norm": 0.04775747284293175, | |
| "learning_rate": 5.76191014116711e-07, | |
| "loss": 1.0908203125, | |
| "step": 138 | |
| }, | |
| { | |
| "epoch": 1.7160493827160495, | |
| "grad_norm": 0.039114437997341156, | |
| "learning_rate": 5.318367983829393e-07, | |
| "loss": 1.1270751953125, | |
| "step": 139 | |
| }, | |
| { | |
| "epoch": 1.7283950617283952, | |
| "grad_norm": 0.03365745022892952, | |
| "learning_rate": 4.891628760948114e-07, | |
| "loss": 1.11376953125, | |
| "step": 140 | |
| }, | |
| { | |
| "epoch": 1.7407407407407407, | |
| "grad_norm": 0.03737064078450203, | |
| "learning_rate": 4.481852951692672e-07, | |
| "loss": 1.08740234375, | |
| "step": 141 | |
| }, | |
| { | |
| "epoch": 1.7530864197530864, | |
| "grad_norm": 0.035218264907598495, | |
| "learning_rate": 4.089194655986306e-07, | |
| "loss": 1.11376953125, | |
| "step": 142 | |
| }, | |
| { | |
| "epoch": 1.765432098765432, | |
| "grad_norm": 0.038012027740478516, | |
| "learning_rate": 3.7138015365554834e-07, | |
| "loss": 1.12548828125, | |
| "step": 143 | |
| }, | |
| { | |
| "epoch": 1.7777777777777777, | |
| "grad_norm": 0.039106547832489014, | |
| "learning_rate": 3.355814763399973e-07, | |
| "loss": 1.167724609375, | |
| "step": 144 | |
| }, | |
| { | |
| "epoch": 1.7901234567901234, | |
| "grad_norm": 0.0369529202580452, | |
| "learning_rate": 3.015368960704584e-07, | |
| "loss": 1.11187744140625, | |
| "step": 145 | |
| }, | |
| { | |
| "epoch": 1.8024691358024691, | |
| "grad_norm": 0.033403217792510986, | |
| "learning_rate": 2.6925921562124867e-07, | |
| "loss": 1.0771484375, | |
| "step": 146 | |
| }, | |
| { | |
| "epoch": 1.8148148148148149, | |
| "grad_norm": 0.036414727568626404, | |
| "learning_rate": 2.3876057330792344e-07, | |
| "loss": 1.0810546875, | |
| "step": 147 | |
| }, | |
| { | |
| "epoch": 1.8271604938271606, | |
| "grad_norm": 0.034531738609075546, | |
| "learning_rate": 2.1005243842255552e-07, | |
| "loss": 1.08123779296875, | |
| "step": 148 | |
| }, | |
| { | |
| "epoch": 1.8395061728395061, | |
| "grad_norm": 0.03815017640590668, | |
| "learning_rate": 1.8314560692059836e-07, | |
| "loss": 1.12554931640625, | |
| "step": 149 | |
| }, | |
| { | |
| "epoch": 1.8518518518518519, | |
| "grad_norm": 0.03700941801071167, | |
| "learning_rate": 1.5805019736097105e-07, | |
| "loss": 1.11328125, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 1.8641975308641974, | |
| "grad_norm": 0.05484495311975479, | |
| "learning_rate": 1.3477564710088097e-07, | |
| "loss": 1.0731201171875, | |
| "step": 151 | |
| }, | |
| { | |
| "epoch": 1.876543209876543, | |
| "grad_norm": 0.035358965396881104, | |
| "learning_rate": 1.1333070874682217e-07, | |
| "loss": 1.06396484375, | |
| "step": 152 | |
| }, | |
| { | |
| "epoch": 1.8888888888888888, | |
| "grad_norm": 0.032334230840206146, | |
| "learning_rate": 9.372344686307655e-08, | |
| "loss": 1.0888671875, | |
| "step": 153 | |
| }, | |
| { | |
| "epoch": 1.9012345679012346, | |
| "grad_norm": 0.0475231297314167, | |
| "learning_rate": 7.59612349389599e-08, | |
| "loss": 1.09375, | |
| "step": 154 | |
| }, | |
| { | |
| "epoch": 1.9135802469135803, | |
| "grad_norm": 0.03583948686718941, | |
| "learning_rate": 6.005075261595495e-08, | |
| "loss": 1.11962890625, | |
| "step": 155 | |
| }, | |
| { | |
| "epoch": 1.925925925925926, | |
| "grad_norm": 0.03208550065755844, | |
| "learning_rate": 4.599798317577342e-08, | |
| "loss": 1.06982421875, | |
| "step": 156 | |
| }, | |
| { | |
| "epoch": 1.9382716049382716, | |
| "grad_norm": 0.03310169279575348, | |
| "learning_rate": 3.3808211290284886e-08, | |
| "loss": 1.0625, | |
| "step": 157 | |
| }, | |
| { | |
| "epoch": 1.9506172839506173, | |
| "grad_norm": 0.03629239648580551, | |
| "learning_rate": 2.3486021034170857e-08, | |
| "loss": 1.17596435546875, | |
| "step": 158 | |
| }, | |
| { | |
| "epoch": 1.9629629629629628, | |
| "grad_norm": 0.0365874320268631, | |
| "learning_rate": 1.5035294161039882e-08, | |
| "loss": 1.0638427734375, | |
| "step": 159 | |
| }, | |
| { | |
| "epoch": 1.9753086419753085, | |
| "grad_norm": 0.03390483185648918, | |
| "learning_rate": 8.459208643659122e-09, | |
| "loss": 1.09637451171875, | |
| "step": 160 | |
| }, | |
| { | |
| "epoch": 1.9876543209876543, | |
| "grad_norm": 0.038602519780397415, | |
| "learning_rate": 3.760237478849793e-09, | |
| "loss": 1.1002197265625, | |
| "step": 161 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 0.03919296711683273, | |
| "learning_rate": 9.401477574932927e-10, | |
| "loss": 1.082275390625, | |
| "step": 162 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_loss": 1.14111328125, | |
| "eval_runtime": 5.2059, | |
| "eval_samples_per_second": 1.345, | |
| "eval_steps_per_second": 0.192, | |
| "step": 162 | |
| } | |
| ], | |
| "logging_steps": 1.0, | |
| "max_steps": 162, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 2, | |
| "save_steps": 0, | |
| "stateful_callbacks": { | |
| "TrainerControl": { | |
| "args": { | |
| "should_epoch_stop": false, | |
| "should_evaluate": false, | |
| "should_log": false, | |
| "should_save": true, | |
| "should_training_stop": true | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 1.0344488982217228e+19, | |
| "train_batch_size": 1, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |