{ "best_metric": 0.8693193197250366, "best_model_checkpoint": "miner_id_24/checkpoint-100", "epoch": 0.05466721333880006, "eval_steps": 50, "global_step": 100, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.0005466721333880005, "grad_norm": 0.4661848545074463, "learning_rate": 2.333333333333333e-06, "loss": 0.7648, "step": 1 }, { "epoch": 0.0005466721333880005, "eval_loss": 1.3695563077926636, "eval_runtime": 94.695, "eval_samples_per_second": 32.536, "eval_steps_per_second": 8.142, "step": 1 }, { "epoch": 0.001093344266776001, "grad_norm": 0.411937952041626, "learning_rate": 4.666666666666666e-06, "loss": 0.7517, "step": 2 }, { "epoch": 0.0016400164001640015, "grad_norm": 0.539547324180603, "learning_rate": 7e-06, "loss": 0.9216, "step": 3 }, { "epoch": 0.002186688533552002, "grad_norm": 0.5318194627761841, "learning_rate": 9.333333333333333e-06, "loss": 0.8582, "step": 4 }, { "epoch": 0.0027333606669400026, "grad_norm": 0.5687560439109802, "learning_rate": 1.1666666666666665e-05, "loss": 0.9711, "step": 5 }, { "epoch": 0.003280032800328003, "grad_norm": 0.7335965633392334, "learning_rate": 1.4e-05, "loss": 0.9818, "step": 6 }, { "epoch": 0.003826704933716004, "grad_norm": 0.4608137309551239, "learning_rate": 1.633333333333333e-05, "loss": 0.8496, "step": 7 }, { "epoch": 0.004373377067104004, "grad_norm": 0.5464603900909424, "learning_rate": 1.8666666666666665e-05, "loss": 0.9922, "step": 8 }, { "epoch": 0.004920049200492005, "grad_norm": 0.557895839214325, "learning_rate": 2.1e-05, "loss": 1.0499, "step": 9 }, { "epoch": 0.005466721333880005, "grad_norm": 0.43142303824424744, "learning_rate": 2.333333333333333e-05, "loss": 0.9916, "step": 10 }, { "epoch": 0.006013393467268006, "grad_norm": 0.39260706305503845, "learning_rate": 2.5666666666666663e-05, "loss": 0.9236, "step": 11 }, { "epoch": 0.006560065600656006, "grad_norm": 0.40968865156173706, "learning_rate": 2.8e-05, "loss": 1.0978, "step": 12 }, { "epoch": 0.007106737734044007, "grad_norm": 0.4441259503364563, "learning_rate": 3.0333333333333333e-05, "loss": 1.0146, "step": 13 }, { "epoch": 0.007653409867432008, "grad_norm": 0.40066277980804443, "learning_rate": 3.266666666666666e-05, "loss": 0.916, "step": 14 }, { "epoch": 0.008200082000820008, "grad_norm": 0.4672339856624603, "learning_rate": 3.5e-05, "loss": 1.0468, "step": 15 }, { "epoch": 0.008746754134208008, "grad_norm": 0.48708584904670715, "learning_rate": 3.733333333333333e-05, "loss": 1.049, "step": 16 }, { "epoch": 0.00929342626759601, "grad_norm": 0.5237523913383484, "learning_rate": 3.9666666666666664e-05, "loss": 1.0419, "step": 17 }, { "epoch": 0.00984009840098401, "grad_norm": 0.5612183213233948, "learning_rate": 4.2e-05, "loss": 0.9977, "step": 18 }, { "epoch": 0.01038677053437201, "grad_norm": 0.5430253148078918, "learning_rate": 4.4333333333333324e-05, "loss": 1.146, "step": 19 }, { "epoch": 0.01093344266776001, "grad_norm": 0.5050835013389587, "learning_rate": 4.666666666666666e-05, "loss": 0.9679, "step": 20 }, { "epoch": 0.011480114801148012, "grad_norm": 0.4491889774799347, "learning_rate": 4.899999999999999e-05, "loss": 0.8918, "step": 21 }, { "epoch": 0.012026786934536012, "grad_norm": 0.46133682131767273, "learning_rate": 5.1333333333333325e-05, "loss": 0.891, "step": 22 }, { "epoch": 0.012573459067924012, "grad_norm": 0.5220205783843994, "learning_rate": 5.3666666666666666e-05, "loss": 0.9138, "step": 23 }, { "epoch": 0.013120131201312012, "grad_norm": 0.5471235513687134, "learning_rate": 5.6e-05, "loss": 1.0219, "step": 24 }, { "epoch": 0.013666803334700014, "grad_norm": 0.5401260852813721, "learning_rate": 5.833333333333333e-05, "loss": 0.9114, "step": 25 }, { "epoch": 0.014213475468088014, "grad_norm": 0.5504897236824036, "learning_rate": 6.0666666666666666e-05, "loss": 0.9869, "step": 26 }, { "epoch": 0.014760147601476014, "grad_norm": 0.6574556827545166, "learning_rate": 6.3e-05, "loss": 0.9166, "step": 27 }, { "epoch": 0.015306819734864016, "grad_norm": 0.6381729245185852, "learning_rate": 6.533333333333333e-05, "loss": 1.0102, "step": 28 }, { "epoch": 0.015853491868252016, "grad_norm": 0.6967756748199463, "learning_rate": 6.766666666666667e-05, "loss": 0.9655, "step": 29 }, { "epoch": 0.016400164001640016, "grad_norm": 0.7127764225006104, "learning_rate": 7e-05, "loss": 1.0242, "step": 30 }, { "epoch": 0.016946836135028016, "grad_norm": 0.6833203434944153, "learning_rate": 6.999402376603183e-05, "loss": 0.9315, "step": 31 }, { "epoch": 0.017493508268416016, "grad_norm": 0.8914316296577454, "learning_rate": 6.99760971050058e-05, "loss": 1.0732, "step": 32 }, { "epoch": 0.018040180401804017, "grad_norm": 1.0326182842254639, "learning_rate": 6.994622613886018e-05, "loss": 1.0459, "step": 33 }, { "epoch": 0.01858685253519202, "grad_norm": 0.8010824918746948, "learning_rate": 6.990442106850258e-05, "loss": 0.986, "step": 34 }, { "epoch": 0.01913352466858002, "grad_norm": 0.9589248895645142, "learning_rate": 6.98506961703262e-05, "loss": 0.9221, "step": 35 }, { "epoch": 0.01968019680196802, "grad_norm": 0.7887236475944519, "learning_rate": 6.978506979133457e-05, "loss": 1.0374, "step": 36 }, { "epoch": 0.02022686893535602, "grad_norm": 0.8019972443580627, "learning_rate": 6.9707564342876e-05, "loss": 0.8858, "step": 37 }, { "epoch": 0.02077354106874402, "grad_norm": 0.8885377049446106, "learning_rate": 6.96182062929901e-05, "loss": 1.0831, "step": 38 }, { "epoch": 0.02132021320213202, "grad_norm": 0.9791058301925659, "learning_rate": 6.951702615736908e-05, "loss": 1.0472, "step": 39 }, { "epoch": 0.02186688533552002, "grad_norm": 1.0434457063674927, "learning_rate": 6.940405848893656e-05, "loss": 0.9667, "step": 40 }, { "epoch": 0.022413557468908024, "grad_norm": 1.0951871871948242, "learning_rate": 6.92793418660478e-05, "loss": 1.1452, "step": 41 }, { "epoch": 0.022960229602296024, "grad_norm": 1.0019595623016357, "learning_rate": 6.914291887931528e-05, "loss": 0.8607, "step": 42 }, { "epoch": 0.023506901735684024, "grad_norm": 1.2730623483657837, "learning_rate": 6.899483611706398e-05, "loss": 1.0172, "step": 43 }, { "epoch": 0.024053573869072024, "grad_norm": 1.064156413078308, "learning_rate": 6.883514414942155e-05, "loss": 0.9434, "step": 44 }, { "epoch": 0.024600246002460024, "grad_norm": 1.1558951139450073, "learning_rate": 6.866389751104867e-05, "loss": 0.9083, "step": 45 }, { "epoch": 0.025146918135848025, "grad_norm": 1.3744535446166992, "learning_rate": 6.848115468251542e-05, "loss": 0.8842, "step": 46 }, { "epoch": 0.025693590269236025, "grad_norm": 1.5875253677368164, "learning_rate": 6.828697807033038e-05, "loss": 1.0323, "step": 47 }, { "epoch": 0.026240262402624025, "grad_norm": 1.4661047458648682, "learning_rate": 6.808143398562868e-05, "loss": 0.8986, "step": 48 }, { "epoch": 0.026786934536012028, "grad_norm": 1.6527341604232788, "learning_rate": 6.786459262152698e-05, "loss": 1.0423, "step": 49 }, { "epoch": 0.02733360666940003, "grad_norm": 4.2761406898498535, "learning_rate": 6.763652802915244e-05, "loss": 1.1307, "step": 50 }, { "epoch": 0.02733360666940003, "eval_loss": 0.9474524855613708, "eval_runtime": 94.8645, "eval_samples_per_second": 32.478, "eval_steps_per_second": 8.127, "step": 50 }, { "epoch": 0.02788027880278803, "grad_norm": 0.9167900681495667, "learning_rate": 6.739731809235446e-05, "loss": 0.7292, "step": 51 }, { "epoch": 0.02842695093617603, "grad_norm": 1.0346499681472778, "learning_rate": 6.71470445011073e-05, "loss": 0.7878, "step": 52 }, { "epoch": 0.02897362306956403, "grad_norm": 0.9062778949737549, "learning_rate": 6.688579272361309e-05, "loss": 0.8643, "step": 53 }, { "epoch": 0.02952029520295203, "grad_norm": 0.6097351908683777, "learning_rate": 6.66136519771145e-05, "loss": 0.8222, "step": 54 }, { "epoch": 0.03006696733634003, "grad_norm": 0.5191702246665955, "learning_rate": 6.633071519742718e-05, "loss": 0.9669, "step": 55 }, { "epoch": 0.030613639469728032, "grad_norm": 0.37056273221969604, "learning_rate": 6.603707900720217e-05, "loss": 0.8109, "step": 56 }, { "epoch": 0.031160311603116032, "grad_norm": 0.3645178973674774, "learning_rate": 6.573284368292943e-05, "loss": 0.921, "step": 57 }, { "epoch": 0.03170698373650403, "grad_norm": 0.35407713055610657, "learning_rate": 6.541811312069348e-05, "loss": 0.8393, "step": 58 }, { "epoch": 0.03225365586989203, "grad_norm": 0.30585721135139465, "learning_rate": 6.509299480069303e-05, "loss": 0.8196, "step": 59 }, { "epoch": 0.03280032800328003, "grad_norm": 0.31569743156433105, "learning_rate": 6.47575997505365e-05, "loss": 0.9089, "step": 60 }, { "epoch": 0.03334700013666803, "grad_norm": 0.31442388892173767, "learning_rate": 6.441204250732624e-05, "loss": 0.7743, "step": 61 }, { "epoch": 0.03389367227005603, "grad_norm": 0.3461879789829254, "learning_rate": 6.405644107854427e-05, "loss": 0.8485, "step": 62 }, { "epoch": 0.03444034440344403, "grad_norm": 0.346314400434494, "learning_rate": 6.369091690175273e-05, "loss": 0.7661, "step": 63 }, { "epoch": 0.03498701653683203, "grad_norm": 0.3185812532901764, "learning_rate": 6.331559480312315e-05, "loss": 0.8583, "step": 64 }, { "epoch": 0.03553368867022003, "grad_norm": 0.3503943979740143, "learning_rate": 6.293060295480838e-05, "loss": 0.8725, "step": 65 }, { "epoch": 0.03608036080360803, "grad_norm": 0.3459616005420685, "learning_rate": 6.25360728311719e-05, "loss": 0.8382, "step": 66 }, { "epoch": 0.03662703293699603, "grad_norm": 0.38812822103500366, "learning_rate": 6.213213916388954e-05, "loss": 0.9174, "step": 67 }, { "epoch": 0.03717370507038404, "grad_norm": 0.37094104290008545, "learning_rate": 6.171893989593859e-05, "loss": 0.881, "step": 68 }, { "epoch": 0.03772037720377204, "grad_norm": 0.5786832571029663, "learning_rate": 6.129661613449057e-05, "loss": 0.9016, "step": 69 }, { "epoch": 0.03826704933716004, "grad_norm": 0.6645287871360779, "learning_rate": 6.086531210272306e-05, "loss": 0.965, "step": 70 }, { "epoch": 0.03881372147054804, "grad_norm": 0.43764594197273254, "learning_rate": 6.042517509056784e-05, "loss": 0.9049, "step": 71 }, { "epoch": 0.03936039360393604, "grad_norm": 0.34731465578079224, "learning_rate": 5.997635540441133e-05, "loss": 0.8948, "step": 72 }, { "epoch": 0.03990706573732404, "grad_norm": 0.40091952681541443, "learning_rate": 5.9519006315765176e-05, "loss": 0.8426, "step": 73 }, { "epoch": 0.04045373787071204, "grad_norm": 0.3977827727794647, "learning_rate": 5.9053284008924185e-05, "loss": 0.8352, "step": 74 }, { "epoch": 0.04100041000410004, "grad_norm": 0.4238167107105255, "learning_rate": 5.85793475276295e-05, "loss": 0.8615, "step": 75 }, { "epoch": 0.04154708213748804, "grad_norm": 0.46092405915260315, "learning_rate": 5.809735872075529e-05, "loss": 0.8255, "step": 76 }, { "epoch": 0.04209375427087604, "grad_norm": 0.4420395791530609, "learning_rate": 5.760748218703755e-05, "loss": 0.7647, "step": 77 }, { "epoch": 0.04264042640426404, "grad_norm": 0.4960534870624542, "learning_rate": 5.710988521886378e-05, "loss": 0.909, "step": 78 }, { "epoch": 0.04318709853765204, "grad_norm": 0.49868643283843994, "learning_rate": 5.660473774514275e-05, "loss": 0.7568, "step": 79 }, { "epoch": 0.04373377067104004, "grad_norm": 0.5315876603126526, "learning_rate": 5.6092212273273975e-05, "loss": 0.8924, "step": 80 }, { "epoch": 0.04428044280442804, "grad_norm": 0.5740758776664734, "learning_rate": 5.557248383023655e-05, "loss": 0.8379, "step": 81 }, { "epoch": 0.04482711493781605, "grad_norm": 0.613091766834259, "learning_rate": 5.5045729902817676e-05, "loss": 0.9659, "step": 82 }, { "epoch": 0.04537378707120405, "grad_norm": 0.6900278329849243, "learning_rate": 5.4512130377000987e-05, "loss": 0.9506, "step": 83 }, { "epoch": 0.04592045920459205, "grad_norm": 0.6675617694854736, "learning_rate": 5.397186747653573e-05, "loss": 0.9986, "step": 84 }, { "epoch": 0.04646713133798005, "grad_norm": 0.6233535408973694, "learning_rate": 5.342512570070745e-05, "loss": 0.9033, "step": 85 }, { "epoch": 0.04701380347136805, "grad_norm": 0.659621000289917, "learning_rate": 5.287209176133174e-05, "loss": 0.9068, "step": 86 }, { "epoch": 0.04756047560475605, "grad_norm": 0.759048342704773, "learning_rate": 5.231295451899226e-05, "loss": 0.9384, "step": 87 }, { "epoch": 0.04810714773814405, "grad_norm": 0.8321371078491211, "learning_rate": 5.174790491854502e-05, "loss": 1.0077, "step": 88 }, { "epoch": 0.04865381987153205, "grad_norm": 0.7181084156036377, "learning_rate": 5.117713592391096e-05, "loss": 1.0386, "step": 89 }, { "epoch": 0.04920049200492005, "grad_norm": 0.8390389084815979, "learning_rate": 5.060084245217884e-05, "loss": 1.0526, "step": 90 }, { "epoch": 0.04974716413830805, "grad_norm": 0.7568452954292297, "learning_rate": 5.0019221307041306e-05, "loss": 0.9571, "step": 91 }, { "epoch": 0.05029383627169605, "grad_norm": 1.033366322517395, "learning_rate": 4.943247111158662e-05, "loss": 0.9084, "step": 92 }, { "epoch": 0.05084050840508405, "grad_norm": 0.9008201360702515, "learning_rate": 4.884079224046898e-05, "loss": 0.8388, "step": 93 }, { "epoch": 0.05138718053847205, "grad_norm": 0.8567910194396973, "learning_rate": 4.824438675148086e-05, "loss": 0.9807, "step": 94 }, { "epoch": 0.05193385267186005, "grad_norm": 1.0424281358718872, "learning_rate": 4.764345831655036e-05, "loss": 1.0143, "step": 95 }, { "epoch": 0.05248052480524805, "grad_norm": 1.1355541944503784, "learning_rate": 4.703821215218748e-05, "loss": 0.9176, "step": 96 }, { "epoch": 0.053027196938636056, "grad_norm": 1.2170919179916382, "learning_rate": 4.642885494940291e-05, "loss": 0.8303, "step": 97 }, { "epoch": 0.053573869072024057, "grad_norm": 1.626427173614502, "learning_rate": 4.581559480312316e-05, "loss": 0.8297, "step": 98 }, { "epoch": 0.05412054120541206, "grad_norm": 1.3740547895431519, "learning_rate": 4.519864114112636e-05, "loss": 0.7661, "step": 99 }, { "epoch": 0.05466721333880006, "grad_norm": 2.6349620819091797, "learning_rate": 4.45782046525229e-05, "loss": 1.0357, "step": 100 }, { "epoch": 0.05466721333880006, "eval_loss": 0.8693193197250366, "eval_runtime": 94.6807, "eval_samples_per_second": 32.541, "eval_steps_per_second": 8.143, "step": 100 } ], "logging_steps": 1, "max_steps": 200, "num_input_tokens_seen": 0, "num_train_epochs": 1, "save_steps": 50, "stateful_callbacks": { "EarlyStoppingCallback": { "args": { "early_stopping_patience": 4, "early_stopping_threshold": 0.0 }, "attributes": { "early_stopping_patience_counter": 0 } }, "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": false }, "attributes": {} } }, "total_flos": 2.896121962482893e+16, "train_batch_size": 4, "trial_name": null, "trial_params": null }