zephyr-dpo-timedial-selfgen-mix2 / trainer_state.json
EllieS's picture
Model save
7b5f7f6 verified
raw
history blame
16.2 kB
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 0.998272884283247,
"eval_steps": 100,
"global_step": 289,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0,
"grad_norm": 0.2451171875,
"learning_rate": 1.7241379310344828e-07,
"logits/chosen": -2.946108341217041,
"logits/rejected": -2.9481201171875,
"logps/chosen": -27.542381286621094,
"logps/rejected": -28.998493194580078,
"loss": 0.6931,
"rewards/accuracies": 0.0,
"rewards/chosen": 0.0,
"rewards/margins": 0.0,
"rewards/rejected": 0.0,
"step": 1
},
{
"epoch": 0.03,
"grad_norm": 0.2431640625,
"learning_rate": 1.724137931034483e-06,
"logits/chosen": -2.967113494873047,
"logits/rejected": -2.9693994522094727,
"logps/chosen": -27.679420471191406,
"logps/rejected": -30.345211029052734,
"loss": 0.6931,
"rewards/accuracies": 0.4166666567325592,
"rewards/chosen": -0.00010507476690690964,
"rewards/margins": 6.562391354236752e-05,
"rewards/rejected": -0.0001706986950011924,
"step": 10
},
{
"epoch": 0.07,
"grad_norm": 0.259765625,
"learning_rate": 3.448275862068966e-06,
"logits/chosen": -2.9687092304229736,
"logits/rejected": -2.9725170135498047,
"logps/chosen": -27.916067123413086,
"logps/rejected": -32.21611404418945,
"loss": 0.6923,
"rewards/accuracies": 0.800000011920929,
"rewards/chosen": 0.0016102585941553116,
"rewards/margins": 0.0016238940879702568,
"rewards/rejected": -1.3635644791065715e-05,
"step": 20
},
{
"epoch": 0.1,
"grad_norm": 0.263671875,
"learning_rate": 4.999817502139027e-06,
"logits/chosen": -2.991443157196045,
"logits/rejected": -2.992274761199951,
"logps/chosen": -27.992717742919922,
"logps/rejected": -30.998449325561523,
"loss": 0.6894,
"rewards/accuracies": 0.9750000238418579,
"rewards/chosen": 0.010343936271965504,
"rewards/margins": 0.007500241510570049,
"rewards/rejected": 0.002843693597242236,
"step": 30
},
{
"epoch": 0.14,
"grad_norm": 0.359375,
"learning_rate": 4.977949980164773e-06,
"logits/chosen": -2.9539809226989746,
"logits/rejected": -2.9519870281219482,
"logps/chosen": -26.01015853881836,
"logps/rejected": -30.401302337646484,
"loss": 0.6829,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.03149240463972092,
"rewards/margins": 0.02063887007534504,
"rewards/rejected": 0.010853536427021027,
"step": 40
},
{
"epoch": 0.17,
"grad_norm": 0.34375,
"learning_rate": 4.919948367622307e-06,
"logits/chosen": -2.983638048171997,
"logits/rejected": -2.989013195037842,
"logps/chosen": -22.443767547607422,
"logps/rejected": -31.806631088256836,
"loss": 0.6664,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.06118880584836006,
"rewards/margins": 0.05425649881362915,
"rewards/rejected": 0.006932304706424475,
"step": 50
},
{
"epoch": 0.21,
"grad_norm": 0.484375,
"learning_rate": 4.8266584586307555e-06,
"logits/chosen": -2.988079786300659,
"logits/rejected": -2.9914956092834473,
"logps/chosen": -19.77129364013672,
"logps/rejected": -29.180835723876953,
"loss": 0.6535,
"rewards/accuracies": 0.9750000238418579,
"rewards/chosen": 0.08603720366954803,
"rewards/margins": 0.08121357858181,
"rewards/rejected": 0.004823616705834866,
"step": 60
},
{
"epoch": 0.24,
"grad_norm": 0.8515625,
"learning_rate": 4.699440630133794e-06,
"logits/chosen": -2.995100736618042,
"logits/rejected": -2.99615216255188,
"logps/chosen": -17.9371395111084,
"logps/rejected": -34.77935028076172,
"loss": 0.6236,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.11037828773260117,
"rewards/margins": 0.14534664154052734,
"rewards/rejected": -0.03496835380792618,
"step": 70
},
{
"epoch": 0.28,
"grad_norm": 0.84765625,
"learning_rate": 4.5401500045405126e-06,
"logits/chosen": -2.9611220359802246,
"logits/rejected": -2.963106393814087,
"logps/chosen": -11.03026008605957,
"logps/rejected": -39.37724304199219,
"loss": 0.5669,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.18076485395431519,
"rewards/margins": 0.27246183156967163,
"rewards/rejected": -0.09169697761535645,
"step": 80
},
{
"epoch": 0.31,
"grad_norm": 0.59765625,
"learning_rate": 4.351109397863309e-06,
"logits/chosen": -2.970407009124756,
"logits/rejected": -2.9756150245666504,
"logps/chosen": -6.9094672203063965,
"logps/rejected": -49.88671112060547,
"loss": 0.5168,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.20805075764656067,
"rewards/margins": 0.3929779827594757,
"rewards/rejected": -0.18492721021175385,
"step": 90
},
{
"epoch": 0.35,
"grad_norm": 0.828125,
"learning_rate": 4.135075447829912e-06,
"logits/chosen": -2.966463327407837,
"logits/rejected": -2.973740816116333,
"logps/chosen": -5.979574203491211,
"logps/rejected": -56.75745391845703,
"loss": 0.4825,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.23063524067401886,
"rewards/margins": 0.4814692437648773,
"rewards/rejected": -0.25083404779434204,
"step": 100
},
{
"epoch": 0.35,
"eval_logits/chosen": -2.971499443054199,
"eval_logits/rejected": -2.975092887878418,
"eval_logps/chosen": -4.676602840423584,
"eval_logps/rejected": -60.5069694519043,
"eval_loss": 0.46322527527809143,
"eval_rewards/accuracies": 1.0,
"eval_rewards/chosen": 0.2303335815668106,
"eval_rewards/margins": 0.5325379371643066,
"eval_rewards/rejected": -0.3022043704986572,
"eval_runtime": 59.0284,
"eval_samples_per_second": 4.896,
"eval_steps_per_second": 2.456,
"step": 100
},
{
"epoch": 0.38,
"grad_norm": 2.15625,
"learning_rate": 3.895198415897896e-06,
"logits/chosen": -2.944152355194092,
"logits/rejected": -2.948521614074707,
"logps/chosen": -4.758464813232422,
"logps/rejected": -65.92622375488281,
"loss": 0.4433,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.23539750277996063,
"rewards/margins": 0.5871593356132507,
"rewards/rejected": -0.3517618179321289,
"step": 110
},
{
"epoch": 0.41,
"grad_norm": 0.515625,
"learning_rate": 3.634976249348867e-06,
"logits/chosen": -2.956526279449463,
"logits/rejected": -2.9596874713897705,
"logps/chosen": -3.4839115142822266,
"logps/rejected": -74.23634338378906,
"loss": 0.4105,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.2543177604675293,
"rewards/margins": 0.6815550923347473,
"rewards/rejected": -0.427237331867218,
"step": 120
},
{
"epoch": 0.45,
"grad_norm": 0.65625,
"learning_rate": 3.3582035733403963e-06,
"logits/chosen": -2.9395928382873535,
"logits/rejected": -2.9400253295898438,
"logps/chosen": -3.3433098793029785,
"logps/rejected": -81.93199920654297,
"loss": 0.384,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.25131431221961975,
"rewards/margins": 0.7623029947280884,
"rewards/rejected": -0.5109885931015015,
"step": 130
},
{
"epoch": 0.48,
"grad_norm": 0.56640625,
"learning_rate": 3.068916356726475e-06,
"logits/chosen": -2.9392318725585938,
"logits/rejected": -2.939736843109131,
"logps/chosen": -2.7690482139587402,
"logps/rejected": -91.77839660644531,
"loss": 0.3548,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.24845953285694122,
"rewards/margins": 0.8564491271972656,
"rewards/rejected": -0.607989490032196,
"step": 140
},
{
"epoch": 0.52,
"grad_norm": 0.52734375,
"learning_rate": 2.771333058543416e-06,
"logits/chosen": -2.9237265586853027,
"logits/rejected": -2.9198527336120605,
"logps/chosen": -3.30281138420105,
"logps/rejected": -96.4010009765625,
"loss": 0.3403,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.2496950924396515,
"rewards/margins": 0.9052786827087402,
"rewards/rejected": -0.6555835604667664,
"step": 150
},
{
"epoch": 0.55,
"grad_norm": 0.50390625,
"learning_rate": 2.4697931133779566e-06,
"logits/chosen": -2.9088094234466553,
"logits/rejected": -2.9039511680603027,
"logps/chosen": -3.719200849533081,
"logps/rejected": -103.43408203125,
"loss": 0.3218,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.24762046337127686,
"rewards/margins": 0.9735357165336609,
"rewards/rejected": -0.7259151935577393,
"step": 160
},
{
"epoch": 0.59,
"grad_norm": 0.96875,
"learning_rate": 2.168693652639432e-06,
"logits/chosen": -2.9292285442352295,
"logits/rejected": -2.9254345893859863,
"logps/chosen": -1.5337612628936768,
"logps/rejected": -105.90274810791016,
"loss": 0.3082,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.2660350203514099,
"rewards/margins": 1.021663784980774,
"rewards/rejected": -0.7556287050247192,
"step": 170
},
{
"epoch": 0.62,
"grad_norm": 0.5546875,
"learning_rate": 1.872425384482346e-06,
"logits/chosen": -2.9200375080108643,
"logits/rejected": -2.9096457958221436,
"logps/chosen": -1.4461075067520142,
"logps/rejected": -111.00732421875,
"loss": 0.2964,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.2637704610824585,
"rewards/margins": 1.0691814422607422,
"rewards/rejected": -0.8054108619689941,
"step": 180
},
{
"epoch": 0.66,
"grad_norm": 2.6875,
"learning_rate": 1.5853085673944695e-06,
"logits/chosen": -2.9019381999969482,
"logits/rejected": -2.889967441558838,
"logps/chosen": -3.121753692626953,
"logps/rejected": -114.66499328613281,
"loss": 0.2975,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.24539904296398163,
"rewards/margins": 1.0781965255737305,
"rewards/rejected": -0.8327974081039429,
"step": 190
},
{
"epoch": 0.69,
"grad_norm": 1.0859375,
"learning_rate": 1.3115300110997097e-06,
"logits/chosen": -2.867145538330078,
"logits/rejected": -2.857390880584717,
"logps/chosen": -4.095256805419922,
"logps/rejected": -123.1200180053711,
"loss": 0.2786,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.24890461564064026,
"rewards/margins": 1.1587778329849243,
"rewards/rejected": -0.9098731875419617,
"step": 200
},
{
"epoch": 0.69,
"eval_logits/chosen": -2.8807153701782227,
"eval_logits/rejected": -2.8679380416870117,
"eval_logps/chosen": -6.8403167724609375,
"eval_logps/rejected": -132.28236389160156,
"eval_loss": 0.2587815523147583,
"eval_rewards/accuracies": 1.0,
"eval_rewards/chosen": 0.2086964100599289,
"eval_rewards/margins": 1.2286547422409058,
"eval_rewards/rejected": -1.019958257675171,
"eval_runtime": 59.0007,
"eval_samples_per_second": 4.898,
"eval_steps_per_second": 2.458,
"step": 200
},
{
"epoch": 0.73,
"grad_norm": 1.046875,
"learning_rate": 1.0550820234444627e-06,
"logits/chosen": -2.884814500808716,
"logits/rejected": -2.8724067211151123,
"logps/chosen": -7.440223693847656,
"logps/rejected": -136.234375,
"loss": 0.2538,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.20774102210998535,
"rewards/margins": 1.261413812637329,
"rewards/rejected": -1.0536725521087646,
"step": 210
},
{
"epoch": 0.76,
"grad_norm": 1.5078125,
"learning_rate": 8.197041935593181e-07,
"logits/chosen": -2.8656671047210693,
"logits/rejected": -2.8470237255096436,
"logps/chosen": -3.4960861206054688,
"logps/rejected": -143.31100463867188,
"loss": 0.229,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.23899272084236145,
"rewards/margins": 1.3653249740600586,
"rewards/rejected": -1.1263322830200195,
"step": 220
},
{
"epoch": 0.79,
"grad_norm": 0.9453125,
"learning_rate": 6.088288602287159e-07,
"logits/chosen": -2.866046190261841,
"logits/rejected": -2.8468241691589355,
"logps/chosen": -1.2698005437850952,
"logps/rejected": -147.30690002441406,
"loss": 0.2167,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.2751404643058777,
"rewards/margins": 1.4320547580718994,
"rewards/rejected": -1.156914234161377,
"step": 230
},
{
"epoch": 0.83,
"grad_norm": 1.40625,
"learning_rate": 4.255310606625124e-07,
"logits/chosen": -2.8706631660461426,
"logits/rejected": -2.852060317993164,
"logps/chosen": -2.512279510498047,
"logps/rejected": -151.74819946289062,
"loss": 0.2084,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.2570468485355377,
"rewards/margins": 1.4740240573883057,
"rewards/rejected": -1.2169771194458008,
"step": 240
},
{
"epoch": 0.86,
"grad_norm": 0.96875,
"learning_rate": 2.7248368952908055e-07,
"logits/chosen": -2.86161470413208,
"logits/rejected": -2.838373899459839,
"logps/chosen": -2.557521104812622,
"logps/rejected": -152.18783569335938,
"loss": 0.2107,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.2602913975715637,
"rewards/margins": 1.4610974788665771,
"rewards/rejected": -1.2008062601089478,
"step": 250
},
{
"epoch": 0.9,
"grad_norm": 0.87890625,
"learning_rate": 1.5191852213221198e-07,
"logits/chosen": -2.846947431564331,
"logits/rejected": -2.818504810333252,
"logps/chosen": -3.4454503059387207,
"logps/rejected": -156.12364196777344,
"loss": 0.2052,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.25028613209724426,
"rewards/margins": 1.4929627180099487,
"rewards/rejected": -1.2426766157150269,
"step": 260
},
{
"epoch": 0.93,
"grad_norm": 0.9296875,
"learning_rate": 6.559367010166629e-08,
"logits/chosen": -2.8502001762390137,
"logits/rejected": -2.8307251930236816,
"logps/chosen": -2.046212673187256,
"logps/rejected": -152.60047912597656,
"loss": 0.2112,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.2626075744628906,
"rewards/margins": 1.4720337390899658,
"rewards/rejected": -1.2094261646270752,
"step": 270
},
{
"epoch": 0.97,
"grad_norm": 1.5,
"learning_rate": 1.4767944166687032e-08,
"logits/chosen": -2.854003429412842,
"logits/rejected": -2.827923059463501,
"logps/chosen": -2.4084525108337402,
"logps/rejected": -154.87083435058594,
"loss": 0.2011,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.2612733244895935,
"rewards/margins": 1.5091934204101562,
"rewards/rejected": -1.247920274734497,
"step": 280
},
{
"epoch": 1.0,
"step": 289,
"total_flos": 0.0,
"train_loss": 0.06608598743755512,
"train_runtime": 154.0704,
"train_samples_per_second": 7.51,
"train_steps_per_second": 1.876
}
],
"logging_steps": 10,
"max_steps": 289,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"save_steps": 200,
"total_flos": 0.0,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}