{ "best_metric": 0.152464359998703, "best_model_checkpoint": "miner_id_24/checkpoint-100", "epoch": 0.205761316872428, "eval_steps": 50, "global_step": 100, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.00205761316872428, "grad_norm": 2.40505051612854, "learning_rate": 7e-06, "loss": 3.9248, "step": 1 }, { "epoch": 0.00205761316872428, "eval_loss": 1.5612297058105469, "eval_runtime": 38.7459, "eval_samples_per_second": 21.138, "eval_steps_per_second": 5.291, "step": 1 }, { "epoch": 0.00411522633744856, "grad_norm": 3.6444056034088135, "learning_rate": 1.4e-05, "loss": 4.3553, "step": 2 }, { "epoch": 0.006172839506172839, "grad_norm": 4.6960368156433105, "learning_rate": 2.1e-05, "loss": 5.058, "step": 3 }, { "epoch": 0.00823045267489712, "grad_norm": 5.9922943115234375, "learning_rate": 2.8e-05, "loss": 5.1701, "step": 4 }, { "epoch": 0.0102880658436214, "grad_norm": 4.798070907592773, "learning_rate": 3.5e-05, "loss": 5.3173, "step": 5 }, { "epoch": 0.012345679012345678, "grad_norm": 5.446530818939209, "learning_rate": 4.2e-05, "loss": 4.8157, "step": 6 }, { "epoch": 0.01440329218106996, "grad_norm": 4.692366123199463, "learning_rate": 4.899999999999999e-05, "loss": 4.4251, "step": 7 }, { "epoch": 0.01646090534979424, "grad_norm": 3.962667942047119, "learning_rate": 5.6e-05, "loss": 4.1365, "step": 8 }, { "epoch": 0.018518518518518517, "grad_norm": 3.6138181686401367, "learning_rate": 6.3e-05, "loss": 3.507, "step": 9 }, { "epoch": 0.0205761316872428, "grad_norm": 3.06467604637146, "learning_rate": 7e-05, "loss": 3.1751, "step": 10 }, { "epoch": 0.02263374485596708, "grad_norm": 3.0617806911468506, "learning_rate": 6.999521567473641e-05, "loss": 2.6366, "step": 11 }, { "epoch": 0.024691358024691357, "grad_norm": 3.125230550765991, "learning_rate": 6.998086400693241e-05, "loss": 1.9493, "step": 12 }, { "epoch": 0.026748971193415638, "grad_norm": 2.617583751678467, "learning_rate": 6.995694892019065e-05, "loss": 2.1773, "step": 13 }, { "epoch": 0.02880658436213992, "grad_norm": 2.810847282409668, "learning_rate": 6.99234769526571e-05, "loss": 1.7846, "step": 14 }, { "epoch": 0.030864197530864196, "grad_norm": 2.3002936840057373, "learning_rate": 6.988045725523343e-05, "loss": 1.5039, "step": 15 }, { "epoch": 0.03292181069958848, "grad_norm": 2.374920606613159, "learning_rate": 6.982790158907539e-05, "loss": 1.7564, "step": 16 }, { "epoch": 0.03497942386831276, "grad_norm": 2.1841278076171875, "learning_rate": 6.976582432237733e-05, "loss": 1.3906, "step": 17 }, { "epoch": 0.037037037037037035, "grad_norm": 1.971739411354065, "learning_rate": 6.969424242644413e-05, "loss": 0.9276, "step": 18 }, { "epoch": 0.03909465020576132, "grad_norm": 1.8726739883422852, "learning_rate": 6.961317547105138e-05, "loss": 1.0064, "step": 19 }, { "epoch": 0.0411522633744856, "grad_norm": 1.9627259969711304, "learning_rate": 6.952264561909527e-05, "loss": 1.0283, "step": 20 }, { "epoch": 0.043209876543209874, "grad_norm": 1.958211064338684, "learning_rate": 6.942267762053337e-05, "loss": 0.8451, "step": 21 }, { "epoch": 0.04526748971193416, "grad_norm": 1.9346603155136108, "learning_rate": 6.931329880561832e-05, "loss": 0.8608, "step": 22 }, { "epoch": 0.047325102880658436, "grad_norm": 1.9274400472640991, "learning_rate": 6.919453907742597e-05, "loss": 0.8977, "step": 23 }, { "epoch": 0.04938271604938271, "grad_norm": 1.5571010112762451, "learning_rate": 6.90664309036802e-05, "loss": 0.7522, "step": 24 }, { "epoch": 0.051440329218107, "grad_norm": 1.8345186710357666, "learning_rate": 6.892900930787656e-05, "loss": 0.8573, "step": 25 }, { "epoch": 0.053497942386831275, "grad_norm": 2.217470645904541, "learning_rate": 6.87823118597072e-05, "loss": 1.1688, "step": 26 }, { "epoch": 0.05555555555555555, "grad_norm": 2.0658411979675293, "learning_rate": 6.862637866478969e-05, "loss": 1.2216, "step": 27 }, { "epoch": 0.05761316872427984, "grad_norm": 2.4393527507781982, "learning_rate": 6.846125235370252e-05, "loss": 1.6207, "step": 28 }, { "epoch": 0.059670781893004114, "grad_norm": 2.7012267112731934, "learning_rate": 6.828697807033038e-05, "loss": 1.263, "step": 29 }, { "epoch": 0.06172839506172839, "grad_norm": 2.90848445892334, "learning_rate": 6.81036034595222e-05, "loss": 1.7342, "step": 30 }, { "epoch": 0.06378600823045268, "grad_norm": 2.188056468963623, "learning_rate": 6.791117865406564e-05, "loss": 1.2297, "step": 31 }, { "epoch": 0.06584362139917696, "grad_norm": 2.465306520462036, "learning_rate": 6.770975626098112e-05, "loss": 1.2353, "step": 32 }, { "epoch": 0.06790123456790123, "grad_norm": 2.3670384883880615, "learning_rate": 6.749939134713974e-05, "loss": 1.2893, "step": 33 }, { "epoch": 0.06995884773662552, "grad_norm": 3.023275375366211, "learning_rate": 6.728014142420846e-05, "loss": 1.5351, "step": 34 }, { "epoch": 0.0720164609053498, "grad_norm": 2.6416513919830322, "learning_rate": 6.7052066432927e-05, "loss": 1.0203, "step": 35 }, { "epoch": 0.07407407407407407, "grad_norm": 2.6644809246063232, "learning_rate": 6.681522872672069e-05, "loss": 1.013, "step": 36 }, { "epoch": 0.07613168724279835, "grad_norm": 1.9997481107711792, "learning_rate": 6.656969305465356e-05, "loss": 0.8877, "step": 37 }, { "epoch": 0.07818930041152264, "grad_norm": 2.4777352809906006, "learning_rate": 6.631552654372672e-05, "loss": 0.8846, "step": 38 }, { "epoch": 0.08024691358024691, "grad_norm": 2.6934351921081543, "learning_rate": 6.60527986805264e-05, "loss": 0.926, "step": 39 }, { "epoch": 0.0823045267489712, "grad_norm": 3.536698341369629, "learning_rate": 6.578158129222711e-05, "loss": 0.6958, "step": 40 }, { "epoch": 0.08436213991769548, "grad_norm": 3.0982742309570312, "learning_rate": 6.550194852695469e-05, "loss": 0.6446, "step": 41 }, { "epoch": 0.08641975308641975, "grad_norm": 3.977778434753418, "learning_rate": 6.521397683351509e-05, "loss": 0.7436, "step": 42 }, { "epoch": 0.08847736625514403, "grad_norm": 3.3363654613494873, "learning_rate": 6.491774494049386e-05, "loss": 0.7582, "step": 43 }, { "epoch": 0.09053497942386832, "grad_norm": 3.820716142654419, "learning_rate": 6.461333383473272e-05, "loss": 0.7784, "step": 44 }, { "epoch": 0.09259259259259259, "grad_norm": 6.108582019805908, "learning_rate": 6.430082673918849e-05, "loss": 0.5698, "step": 45 }, { "epoch": 0.09465020576131687, "grad_norm": 5.08290958404541, "learning_rate": 6.398030909018069e-05, "loss": 0.6677, "step": 46 }, { "epoch": 0.09670781893004116, "grad_norm": 2.945241689682007, "learning_rate": 6.365186851403423e-05, "loss": 0.6415, "step": 47 }, { "epoch": 0.09876543209876543, "grad_norm": 2.914973020553589, "learning_rate": 6.331559480312315e-05, "loss": 0.6783, "step": 48 }, { "epoch": 0.10082304526748971, "grad_norm": 2.141970634460449, "learning_rate": 6.297157989132236e-05, "loss": 0.6053, "step": 49 }, { "epoch": 0.102880658436214, "grad_norm": 2.8987009525299072, "learning_rate": 6.261991782887377e-05, "loss": 0.5968, "step": 50 }, { "epoch": 0.102880658436214, "eval_loss": 0.3833325207233429, "eval_runtime": 39.56, "eval_samples_per_second": 20.703, "eval_steps_per_second": 5.182, "step": 50 }, { "epoch": 0.10493827160493827, "grad_norm": 21.277009963989258, "learning_rate": 6.226070475667393e-05, "loss": 7.9373, "step": 51 }, { "epoch": 0.10699588477366255, "grad_norm": 12.284491539001465, "learning_rate": 6.189403887999006e-05, "loss": 5.3044, "step": 52 }, { "epoch": 0.10905349794238683, "grad_norm": 10.717970848083496, "learning_rate": 6.152002044161171e-05, "loss": 2.2028, "step": 53 }, { "epoch": 0.1111111111111111, "grad_norm": 6.60059118270874, "learning_rate": 6.113875169444539e-05, "loss": 1.7998, "step": 54 }, { "epoch": 0.11316872427983539, "grad_norm": 4.140441417694092, "learning_rate": 6.0750336873559605e-05, "loss": 1.008, "step": 55 }, { "epoch": 0.11522633744855967, "grad_norm": 2.533043622970581, "learning_rate": 6.035488216768811e-05, "loss": 0.7792, "step": 56 }, { "epoch": 0.11728395061728394, "grad_norm": 1.9595946073532104, "learning_rate": 5.9952495690198894e-05, "loss": 0.7045, "step": 57 }, { "epoch": 0.11934156378600823, "grad_norm": 1.5208021402359009, "learning_rate": 5.954328744953709e-05, "loss": 0.604, "step": 58 }, { "epoch": 0.12139917695473251, "grad_norm": 1.1410841941833496, "learning_rate": 5.91273693191498e-05, "loss": 0.4636, "step": 59 }, { "epoch": 0.12345679012345678, "grad_norm": 1.3440451622009277, "learning_rate": 5.870485500690094e-05, "loss": 0.5507, "step": 60 }, { "epoch": 0.12551440329218108, "grad_norm": 1.9705235958099365, "learning_rate": 5.827586002398468e-05, "loss": 0.6043, "step": 61 }, { "epoch": 0.12757201646090535, "grad_norm": 1.21955406665802, "learning_rate": 5.784050165334589e-05, "loss": 0.4929, "step": 62 }, { "epoch": 0.12962962962962962, "grad_norm": 1.155280351638794, "learning_rate": 5.739889891761608e-05, "loss": 0.4327, "step": 63 }, { "epoch": 0.13168724279835392, "grad_norm": 1.0522754192352295, "learning_rate": 5.6951172546573794e-05, "loss": 0.3859, "step": 64 }, { "epoch": 0.1337448559670782, "grad_norm": 0.9591506719589233, "learning_rate": 5.6497444944138376e-05, "loss": 0.4154, "step": 65 }, { "epoch": 0.13580246913580246, "grad_norm": 1.126166820526123, "learning_rate": 5.603784015490587e-05, "loss": 0.4482, "step": 66 }, { "epoch": 0.13786008230452676, "grad_norm": 1.1399197578430176, "learning_rate": 5.557248383023655e-05, "loss": 0.3882, "step": 67 }, { "epoch": 0.13991769547325103, "grad_norm": 1.0086866617202759, "learning_rate": 5.510150319390302e-05, "loss": 0.3451, "step": 68 }, { "epoch": 0.1419753086419753, "grad_norm": 1.1888667345046997, "learning_rate": 5.4625027007308546e-05, "loss": 0.4558, "step": 69 }, { "epoch": 0.1440329218106996, "grad_norm": 1.1290650367736816, "learning_rate": 5.414318553428494e-05, "loss": 0.4067, "step": 70 }, { "epoch": 0.14609053497942387, "grad_norm": 1.6422878503799438, "learning_rate": 5.3656110505479776e-05, "loss": 0.3683, "step": 71 }, { "epoch": 0.14814814814814814, "grad_norm": 1.2845423221588135, "learning_rate": 5.316393508234253e-05, "loss": 0.2984, "step": 72 }, { "epoch": 0.15020576131687244, "grad_norm": 1.0456984043121338, "learning_rate": 5.266679382071953e-05, "loss": 0.3511, "step": 73 }, { "epoch": 0.1522633744855967, "grad_norm": 0.9409389495849609, "learning_rate": 5.216482263406778e-05, "loss": 0.307, "step": 74 }, { "epoch": 0.15432098765432098, "grad_norm": 1.100905418395996, "learning_rate": 5.1658158756297576e-05, "loss": 0.4262, "step": 75 }, { "epoch": 0.15637860082304528, "grad_norm": 1.0456651449203491, "learning_rate": 5.114694070425407e-05, "loss": 0.4237, "step": 76 }, { "epoch": 0.15843621399176955, "grad_norm": 1.660601258277893, "learning_rate": 5.063130823984823e-05, "loss": 0.635, "step": 77 }, { "epoch": 0.16049382716049382, "grad_norm": 1.9623562097549438, "learning_rate": 5.011140233184724e-05, "loss": 0.6901, "step": 78 }, { "epoch": 0.16255144032921812, "grad_norm": 1.5435357093811035, "learning_rate": 4.958736511733516e-05, "loss": 0.5541, "step": 79 }, { "epoch": 0.1646090534979424, "grad_norm": 1.3062795400619507, "learning_rate": 4.905933986285393e-05, "loss": 0.4875, "step": 80 }, { "epoch": 0.16666666666666666, "grad_norm": 1.2251200675964355, "learning_rate": 4.8527470925235824e-05, "loss": 0.4161, "step": 81 }, { "epoch": 0.16872427983539096, "grad_norm": 1.052963137626648, "learning_rate": 4.799190371213772e-05, "loss": 0.3798, "step": 82 }, { "epoch": 0.17078189300411523, "grad_norm": 1.3962211608886719, "learning_rate": 4.745278464228808e-05, "loss": 0.4614, "step": 83 }, { "epoch": 0.1728395061728395, "grad_norm": 1.0526316165924072, "learning_rate": 4.69102611054575e-05, "loss": 0.3336, "step": 84 }, { "epoch": 0.1748971193415638, "grad_norm": 1.447713017463684, "learning_rate": 4.6364481422163926e-05, "loss": 0.3422, "step": 85 }, { "epoch": 0.17695473251028807, "grad_norm": 1.987180233001709, "learning_rate": 4.581559480312316e-05, "loss": 0.4365, "step": 86 }, { "epoch": 0.17901234567901234, "grad_norm": 2.7361459732055664, "learning_rate": 4.526375130845627e-05, "loss": 0.3779, "step": 87 }, { "epoch": 0.18106995884773663, "grad_norm": 2.2039506435394287, "learning_rate": 4.4709101806664554e-05, "loss": 0.3907, "step": 88 }, { "epoch": 0.1831275720164609, "grad_norm": 1.2355520725250244, "learning_rate": 4.4151797933383685e-05, "loss": 0.2849, "step": 89 }, { "epoch": 0.18518518518518517, "grad_norm": 2.4810612201690674, "learning_rate": 4.359199204992797e-05, "loss": 0.4476, "step": 90 }, { "epoch": 0.18724279835390947, "grad_norm": 2.8064424991607666, "learning_rate": 4.30298372016363e-05, "loss": 0.5126, "step": 91 }, { "epoch": 0.18930041152263374, "grad_norm": 1.7459629774093628, "learning_rate": 4.246548707603114e-05, "loss": 0.3313, "step": 92 }, { "epoch": 0.19135802469135801, "grad_norm": 1.216896414756775, "learning_rate": 4.1899095960801805e-05, "loss": 0.2666, "step": 93 }, { "epoch": 0.1934156378600823, "grad_norm": 1.6271848678588867, "learning_rate": 4.133081870162385e-05, "loss": 0.3523, "step": 94 }, { "epoch": 0.19547325102880658, "grad_norm": 2.0596134662628174, "learning_rate": 4.076081065982569e-05, "loss": 0.3127, "step": 95 }, { "epoch": 0.19753086419753085, "grad_norm": 1.5387978553771973, "learning_rate": 4.018922766991447e-05, "loss": 0.268, "step": 96 }, { "epoch": 0.19958847736625515, "grad_norm": 1.8610491752624512, "learning_rate": 3.961622599697241e-05, "loss": 0.2759, "step": 97 }, { "epoch": 0.20164609053497942, "grad_norm": 1.53598952293396, "learning_rate": 3.9041962293935516e-05, "loss": 0.2989, "step": 98 }, { "epoch": 0.2037037037037037, "grad_norm": 1.305046796798706, "learning_rate": 3.84665935587662e-05, "loss": 0.2431, "step": 99 }, { "epoch": 0.205761316872428, "grad_norm": 1.9852741956710815, "learning_rate": 3.7890277091531636e-05, "loss": 0.276, "step": 100 }, { "epoch": 0.205761316872428, "eval_loss": 0.152464359998703, "eval_runtime": 39.5141, "eval_samples_per_second": 20.727, "eval_steps_per_second": 5.188, "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": 7.55390862065664e+16, "train_batch_size": 8, "trial_name": null, "trial_params": null }