ap-normistral-7b-align-scan / trainer_state.json
hugodk-sch's picture
Model save
5c667d9 verified
raw
history blame
21.9 kB
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 1.0,
"eval_steps": 100,
"global_step": 385,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0,
"grad_norm": 118.0,
"learning_rate": 1.282051282051282e-07,
"logits/chosen": 88.18099975585938,
"logits/rejected": 88.25153350830078,
"logps/chosen": -29.073104858398438,
"logps/rejected": -26.25731658935547,
"loss": 1.0,
"rewards/accuracies": 0.0,
"rewards/chosen": 0.0,
"rewards/margins": 0.0,
"rewards/rejected": 0.0,
"step": 1
},
{
"epoch": 0.03,
"grad_norm": 97.0,
"learning_rate": 1.282051282051282e-06,
"logits/chosen": 81.08590698242188,
"logits/rejected": 80.79015350341797,
"logps/chosen": -34.172550201416016,
"logps/rejected": -32.99056625366211,
"loss": 0.9305,
"rewards/accuracies": 0.5277777910232544,
"rewards/chosen": 0.062255993485450745,
"rewards/margins": 0.09120028465986252,
"rewards/rejected": -0.028944293037056923,
"step": 10
},
{
"epoch": 0.05,
"grad_norm": 83.5,
"learning_rate": 2.564102564102564e-06,
"logits/chosen": 80.69185638427734,
"logits/rejected": 80.58460235595703,
"logps/chosen": -33.645851135253906,
"logps/rejected": -30.73211097717285,
"loss": 1.0725,
"rewards/accuracies": 0.5,
"rewards/chosen": 0.039649851620197296,
"rewards/margins": -0.0011898368829861283,
"rewards/rejected": 0.04083969444036484,
"step": 20
},
{
"epoch": 0.08,
"grad_norm": 105.5,
"learning_rate": 3.846153846153847e-06,
"logits/chosen": 82.52629089355469,
"logits/rejected": 82.55845642089844,
"logps/chosen": -33.839778900146484,
"logps/rejected": -31.187374114990234,
"loss": 1.1222,
"rewards/accuracies": 0.48750001192092896,
"rewards/chosen": 0.15573647618293762,
"rewards/margins": -0.05707378312945366,
"rewards/rejected": 0.21281024813652039,
"step": 30
},
{
"epoch": 0.1,
"grad_norm": 83.5,
"learning_rate": 4.999896948438434e-06,
"logits/chosen": 81.00019073486328,
"logits/rejected": 80.99311828613281,
"logps/chosen": -32.78485870361328,
"logps/rejected": -33.173404693603516,
"loss": 1.023,
"rewards/accuracies": 0.550000011920929,
"rewards/chosen": 0.35028138756752014,
"rewards/margins": 0.17467467486858368,
"rewards/rejected": 0.17560675740242004,
"step": 40
},
{
"epoch": 0.13,
"grad_norm": 72.5,
"learning_rate": 4.987541037542187e-06,
"logits/chosen": 78.55744934082031,
"logits/rejected": 78.57440948486328,
"logps/chosen": -30.58083724975586,
"logps/rejected": -30.754711151123047,
"loss": 1.0219,
"rewards/accuracies": 0.550000011920929,
"rewards/chosen": 0.5619677901268005,
"rewards/margins": 0.2752513289451599,
"rewards/rejected": 0.2867165207862854,
"step": 50
},
{
"epoch": 0.16,
"grad_norm": 94.5,
"learning_rate": 4.954691471941119e-06,
"logits/chosen": 83.01163482666016,
"logits/rejected": 83.06632995605469,
"logps/chosen": -30.960674285888672,
"logps/rejected": -29.359949111938477,
"loss": 1.1647,
"rewards/accuracies": 0.5,
"rewards/chosen": 0.19303548336029053,
"rewards/margins": -0.014480452053248882,
"rewards/rejected": 0.20751595497131348,
"step": 60
},
{
"epoch": 0.18,
"grad_norm": 116.5,
"learning_rate": 4.901618883413549e-06,
"logits/chosen": 83.62989044189453,
"logits/rejected": 83.66007232666016,
"logps/chosen": -30.669225692749023,
"logps/rejected": -33.12618637084961,
"loss": 1.1523,
"rewards/accuracies": 0.48750001192092896,
"rewards/chosen": -0.03618011251091957,
"rewards/margins": 0.04344985634088516,
"rewards/rejected": -0.07962997257709503,
"step": 70
},
{
"epoch": 0.21,
"grad_norm": 85.0,
"learning_rate": 4.828760511501322e-06,
"logits/chosen": 81.133056640625,
"logits/rejected": 81.11943054199219,
"logps/chosen": -31.318958282470703,
"logps/rejected": -30.970218658447266,
"loss": 0.845,
"rewards/accuracies": 0.5874999761581421,
"rewards/chosen": 0.167384073138237,
"rewards/margins": 0.3586970567703247,
"rewards/rejected": -0.1913129985332489,
"step": 80
},
{
"epoch": 0.23,
"grad_norm": 109.0,
"learning_rate": 4.7367166013034295e-06,
"logits/chosen": 77.96097564697266,
"logits/rejected": 77.93636322021484,
"logps/chosen": -32.162574768066406,
"logps/rejected": -31.054067611694336,
"loss": 0.7906,
"rewards/accuracies": 0.637499988079071,
"rewards/chosen": 0.4280422329902649,
"rewards/margins": 0.5203782916069031,
"rewards/rejected": -0.09233605861663818,
"step": 90
},
{
"epoch": 0.26,
"grad_norm": 68.5,
"learning_rate": 4.626245458345211e-06,
"logits/chosen": 83.30989837646484,
"logits/rejected": 83.33601379394531,
"logps/chosen": -33.85996627807617,
"logps/rejected": -31.64011573791504,
"loss": 0.9852,
"rewards/accuracies": 0.5874999761581421,
"rewards/chosen": 0.4005257189273834,
"rewards/margins": 0.30113959312438965,
"rewards/rejected": 0.09938610345125198,
"step": 100
},
{
"epoch": 0.26,
"eval_logits/chosen": 98.69417572021484,
"eval_logits/rejected": 98.68303680419922,
"eval_logps/chosen": -32.46882629394531,
"eval_logps/rejected": -36.016597747802734,
"eval_loss": 1.1082578897476196,
"eval_rewards/accuracies": 0.4875415563583374,
"eval_rewards/chosen": -0.02308560535311699,
"eval_rewards/margins": 0.021978026255965233,
"eval_rewards/rejected": -0.04506362974643707,
"eval_runtime": 104.3924,
"eval_samples_per_second": 3.286,
"eval_steps_per_second": 0.412,
"step": 100
},
{
"epoch": 0.29,
"grad_norm": 100.0,
"learning_rate": 4.498257201263691e-06,
"logits/chosen": 83.43294525146484,
"logits/rejected": 83.3353042602539,
"logps/chosen": -32.524871826171875,
"logps/rejected": -32.74653625488281,
"loss": 0.8192,
"rewards/accuracies": 0.625,
"rewards/chosen": 0.4481372833251953,
"rewards/margins": 0.5297205448150635,
"rewards/rejected": -0.08158326148986816,
"step": 110
},
{
"epoch": 0.31,
"grad_norm": 86.5,
"learning_rate": 4.353806263777678e-06,
"logits/chosen": 83.61913299560547,
"logits/rejected": 83.73504638671875,
"logps/chosen": -28.402780532836914,
"logps/rejected": -35.50286865234375,
"loss": 0.7691,
"rewards/accuracies": 0.574999988079071,
"rewards/chosen": 0.4741190969944,
"rewards/margins": 0.5134681463241577,
"rewards/rejected": -0.039348993450403214,
"step": 120
},
{
"epoch": 0.34,
"grad_norm": 72.0,
"learning_rate": 4.1940827077152755e-06,
"logits/chosen": 80.9137954711914,
"logits/rejected": 80.93389892578125,
"logps/chosen": -30.521535873413086,
"logps/rejected": -32.07093048095703,
"loss": 0.815,
"rewards/accuracies": 0.612500011920929,
"rewards/chosen": 0.34723615646362305,
"rewards/margins": 0.47260579466819763,
"rewards/rejected": -0.12536963820457458,
"step": 130
},
{
"epoch": 0.36,
"grad_norm": 86.0,
"learning_rate": 4.0204024186666215e-06,
"logits/chosen": 82.1353530883789,
"logits/rejected": 82.16053771972656,
"logps/chosen": -27.094701766967773,
"logps/rejected": -32.902889251708984,
"loss": 0.7235,
"rewards/accuracies": 0.699999988079071,
"rewards/chosen": 0.3173602223396301,
"rewards/margins": 0.7489217519760132,
"rewards/rejected": -0.4315616488456726,
"step": 140
},
{
"epoch": 0.39,
"grad_norm": 59.75,
"learning_rate": 3.834196265035119e-06,
"logits/chosen": 80.8051986694336,
"logits/rejected": 80.77262115478516,
"logps/chosen": -28.932445526123047,
"logps/rejected": -33.024757385253906,
"loss": 0.633,
"rewards/accuracies": 0.762499988079071,
"rewards/chosen": 0.4109979569911957,
"rewards/margins": 0.8234249949455261,
"rewards/rejected": -0.4124270975589752,
"step": 150
},
{
"epoch": 0.42,
"grad_norm": 82.5,
"learning_rate": 3.636998309800573e-06,
"logits/chosen": 82.64894104003906,
"logits/rejected": 82.64643859863281,
"logps/chosen": -33.55781936645508,
"logps/rejected": -30.31070899963379,
"loss": 0.7859,
"rewards/accuracies": 0.7124999761581421,
"rewards/chosen": 0.5210397839546204,
"rewards/margins": 0.8433935046195984,
"rewards/rejected": -0.3223537802696228,
"step": 160
},
{
"epoch": 0.44,
"grad_norm": 81.5,
"learning_rate": 3.4304331721118078e-06,
"logits/chosen": 83.43087005615234,
"logits/rejected": 83.37384033203125,
"logps/chosen": -30.71698570251465,
"logps/rejected": -32.415626525878906,
"loss": 0.6671,
"rewards/accuracies": 0.699999988079071,
"rewards/chosen": 0.4880717396736145,
"rewards/margins": 0.8440794944763184,
"rewards/rejected": -0.35600775480270386,
"step": 170
},
{
"epoch": 0.47,
"grad_norm": 64.0,
"learning_rate": 3.2162026428305436e-06,
"logits/chosen": 81.02064514160156,
"logits/rejected": 81.00648498535156,
"logps/chosen": -30.46847152709961,
"logps/rejected": -31.655284881591797,
"loss": 0.6529,
"rewards/accuracies": 0.699999988079071,
"rewards/chosen": 0.6558108925819397,
"rewards/margins": 1.104081153869629,
"rewards/rejected": -0.4482702314853668,
"step": 180
},
{
"epoch": 0.49,
"grad_norm": 27.25,
"learning_rate": 2.996071664294641e-06,
"logits/chosen": 82.70450592041016,
"logits/rejected": 82.70726776123047,
"logps/chosen": -30.44081687927246,
"logps/rejected": -30.764562606811523,
"loss": 0.8467,
"rewards/accuracies": 0.637499988079071,
"rewards/chosen": 0.2930375039577484,
"rewards/margins": 0.5599225759506226,
"rewards/rejected": -0.2668851315975189,
"step": 190
},
{
"epoch": 0.52,
"grad_norm": 68.0,
"learning_rate": 2.7718537898066833e-06,
"logits/chosen": 78.14289093017578,
"logits/rejected": 78.0774917602539,
"logps/chosen": -34.14347839355469,
"logps/rejected": -32.717750549316406,
"loss": 0.902,
"rewards/accuracies": 0.625,
"rewards/chosen": 0.5483377575874329,
"rewards/margins": 0.7502498030662537,
"rewards/rejected": -0.2019120752811432,
"step": 200
},
{
"epoch": 0.52,
"eval_logits/chosen": 98.65617370605469,
"eval_logits/rejected": 98.62713623046875,
"eval_logps/chosen": -32.60585021972656,
"eval_logps/rejected": -36.384361267089844,
"eval_loss": 0.9846288561820984,
"eval_rewards/accuracies": 0.554817259311676,
"eval_rewards/chosen": -0.14640627801418304,
"eval_rewards/margins": 0.22964100539684296,
"eval_rewards/rejected": -0.3760472238063812,
"eval_runtime": 103.9231,
"eval_samples_per_second": 3.301,
"eval_steps_per_second": 0.414,
"step": 200
},
{
"epoch": 0.55,
"grad_norm": 107.0,
"learning_rate": 2.5453962426402006e-06,
"logits/chosen": 80.76277160644531,
"logits/rejected": 80.67192840576172,
"logps/chosen": -33.424560546875,
"logps/rejected": -35.27748107910156,
"loss": 0.7859,
"rewards/accuracies": 0.7124999761581421,
"rewards/chosen": 0.4690447747707367,
"rewards/margins": 0.7312911152839661,
"rewards/rejected": -0.26224634051322937,
"step": 210
},
{
"epoch": 0.57,
"grad_norm": 86.0,
"learning_rate": 2.3185646976551794e-06,
"logits/chosen": 82.9009017944336,
"logits/rejected": 82.97982788085938,
"logps/chosen": -31.129741668701172,
"logps/rejected": -31.022235870361328,
"loss": 0.566,
"rewards/accuracies": 0.7749999761581421,
"rewards/chosen": 0.7372905611991882,
"rewards/margins": 1.001245141029358,
"rewards/rejected": -0.2639545798301697,
"step": 220
},
{
"epoch": 0.6,
"grad_norm": 79.0,
"learning_rate": 2.0932279108998323e-06,
"logits/chosen": 80.10737609863281,
"logits/rejected": 80.16769409179688,
"logps/chosen": -32.2999153137207,
"logps/rejected": -34.19389343261719,
"loss": 0.904,
"rewards/accuracies": 0.612500011920929,
"rewards/chosen": 0.45524734258651733,
"rewards/margins": 0.6188174486160278,
"rewards/rejected": -0.16357013583183289,
"step": 230
},
{
"epoch": 0.62,
"grad_norm": 101.0,
"learning_rate": 1.8712423238279358e-06,
"logits/chosen": 82.58370208740234,
"logits/rejected": 82.85044860839844,
"logps/chosen": -30.799701690673828,
"logps/rejected": -31.604589462280273,
"loss": 0.7596,
"rewards/accuracies": 0.7124999761581421,
"rewards/chosen": 0.7995287179946899,
"rewards/margins": 0.8648217916488647,
"rewards/rejected": -0.06529306620359421,
"step": 240
},
{
"epoch": 0.65,
"grad_norm": 89.5,
"learning_rate": 1.6544367689701824e-06,
"logits/chosen": 81.37136840820312,
"logits/rejected": 81.4355697631836,
"logps/chosen": -26.921367645263672,
"logps/rejected": -30.0640811920166,
"loss": 0.8158,
"rewards/accuracies": 0.637499988079071,
"rewards/chosen": 0.6070747971534729,
"rewards/margins": 0.754082202911377,
"rewards/rejected": -0.14700737595558167,
"step": 250
},
{
"epoch": 0.68,
"grad_norm": 69.0,
"learning_rate": 1.4445974030621963e-06,
"logits/chosen": 78.6139144897461,
"logits/rejected": 78.74816131591797,
"logps/chosen": -30.19488525390625,
"logps/rejected": -36.41002655029297,
"loss": 0.4662,
"rewards/accuracies": 0.762499988079071,
"rewards/chosen": 1.2295000553131104,
"rewards/margins": 1.5070557594299316,
"rewards/rejected": -0.2775557041168213,
"step": 260
},
{
"epoch": 0.7,
"grad_norm": 36.0,
"learning_rate": 1.243452991757889e-06,
"logits/chosen": 78.08236694335938,
"logits/rejected": 78.10992431640625,
"logps/chosen": -30.87982749938965,
"logps/rejected": -31.692874908447266,
"loss": 0.6864,
"rewards/accuracies": 0.6625000238418579,
"rewards/chosen": 0.8091908693313599,
"rewards/margins": 0.977896511554718,
"rewards/rejected": -0.16870568692684174,
"step": 270
},
{
"epoch": 0.73,
"grad_norm": 113.0,
"learning_rate": 1.0526606671603523e-06,
"logits/chosen": 80.7326431274414,
"logits/rejected": 80.51844024658203,
"logps/chosen": -31.088062286376953,
"logps/rejected": -29.66598892211914,
"loss": 0.9291,
"rewards/accuracies": 0.6875,
"rewards/chosen": 0.6496511697769165,
"rewards/margins": 0.6487425565719604,
"rewards/rejected": 0.0009086370700970292,
"step": 280
},
{
"epoch": 0.75,
"grad_norm": 72.0,
"learning_rate": 8.737922755071455e-07,
"logits/chosen": 80.9128189086914,
"logits/rejected": 80.82886505126953,
"logps/chosen": -33.01869201660156,
"logps/rejected": -32.421485900878906,
"loss": 0.5234,
"rewards/accuracies": 0.762499988079071,
"rewards/chosen": 0.977002739906311,
"rewards/margins": 1.3411604166030884,
"rewards/rejected": -0.3641577661037445,
"step": 290
},
{
"epoch": 0.78,
"grad_norm": 70.5,
"learning_rate": 7.08321427484816e-07,
"logits/chosen": 76.50440979003906,
"logits/rejected": 76.59843444824219,
"logps/chosen": -32.13983917236328,
"logps/rejected": -29.128122329711914,
"loss": 0.671,
"rewards/accuracies": 0.737500011920929,
"rewards/chosen": 1.139281988143921,
"rewards/margins": 1.1627700328826904,
"rewards/rejected": -0.023488014936447144,
"step": 300
},
{
"epoch": 0.78,
"eval_logits/chosen": 98.7301254272461,
"eval_logits/rejected": 98.71080017089844,
"eval_logps/chosen": -32.50548553466797,
"eval_logps/rejected": -36.0523567199707,
"eval_loss": 1.1081271171569824,
"eval_rewards/accuracies": 0.47757473587989807,
"eval_rewards/chosen": -0.056078068912029266,
"eval_rewards/margins": 0.021167948842048645,
"eval_rewards/rejected": -0.07724600285291672,
"eval_runtime": 103.8638,
"eval_samples_per_second": 3.302,
"eval_steps_per_second": 0.414,
"step": 300
},
{
"epoch": 0.81,
"grad_norm": 66.0,
"learning_rate": 5.576113578589035e-07,
"logits/chosen": 83.55355072021484,
"logits/rejected": 83.5801773071289,
"logps/chosen": -30.023509979248047,
"logps/rejected": -32.43012237548828,
"loss": 0.6531,
"rewards/accuracies": 0.7124999761581421,
"rewards/chosen": 0.7560194730758667,
"rewards/margins": 0.9633440971374512,
"rewards/rejected": -0.20732466876506805,
"step": 310
},
{
"epoch": 0.83,
"grad_norm": 56.25,
"learning_rate": 4.229036944380913e-07,
"logits/chosen": 81.07228088378906,
"logits/rejected": 81.07295989990234,
"logps/chosen": -30.569133758544922,
"logps/rejected": -29.126922607421875,
"loss": 0.5552,
"rewards/accuracies": 0.7124999761581421,
"rewards/chosen": 0.926487147808075,
"rewards/margins": 1.1131722927093506,
"rewards/rejected": -0.1866852045059204,
"step": 320
},
{
"epoch": 0.86,
"grad_norm": 65.5,
"learning_rate": 3.053082288996112e-07,
"logits/chosen": 78.3108139038086,
"logits/rejected": 78.35076904296875,
"logps/chosen": -29.139026641845703,
"logps/rejected": -32.85981750488281,
"loss": 0.5897,
"rewards/accuracies": 0.7250000238418579,
"rewards/chosen": 1.0922209024429321,
"rewards/margins": 1.294679045677185,
"rewards/rejected": -0.20245835185050964,
"step": 330
},
{
"epoch": 0.88,
"grad_norm": 98.5,
"learning_rate": 2.0579377374915805e-07,
"logits/chosen": 82.51289367675781,
"logits/rejected": 82.52921295166016,
"logps/chosen": -32.200294494628906,
"logps/rejected": -33.6099853515625,
"loss": 0.7511,
"rewards/accuracies": 0.675000011920929,
"rewards/chosen": 0.910667896270752,
"rewards/margins": 1.127828598022461,
"rewards/rejected": -0.21716061234474182,
"step": 340
},
{
"epoch": 0.91,
"grad_norm": 47.0,
"learning_rate": 1.2518018074041684e-07,
"logits/chosen": 81.58796691894531,
"logits/rejected": 81.5913314819336,
"logps/chosen": -32.477813720703125,
"logps/rejected": -33.15494155883789,
"loss": 0.6388,
"rewards/accuracies": 0.7250000238418579,
"rewards/chosen": 1.049329400062561,
"rewards/margins": 1.106154203414917,
"rewards/rejected": -0.056824732571840286,
"step": 350
},
{
"epoch": 0.94,
"grad_norm": 59.0,
"learning_rate": 6.41315865106129e-08,
"logits/chosen": 83.0643539428711,
"logits/rejected": 83.09364318847656,
"logps/chosen": -28.514789581298828,
"logps/rejected": -31.751323699951172,
"loss": 0.5731,
"rewards/accuracies": 0.7124999761581421,
"rewards/chosen": 0.9336811304092407,
"rewards/margins": 1.0250084400177002,
"rewards/rejected": -0.09132737666368484,
"step": 360
},
{
"epoch": 0.96,
"grad_norm": 121.5,
"learning_rate": 2.3150941078050325e-08,
"logits/chosen": 82.48683166503906,
"logits/rejected": 82.50460815429688,
"logps/chosen": -31.874202728271484,
"logps/rejected": -35.20905303955078,
"loss": 0.7031,
"rewards/accuracies": 0.637499988079071,
"rewards/chosen": 0.9017645120620728,
"rewards/margins": 0.9914749264717102,
"rewards/rejected": -0.08971036225557327,
"step": 370
},
{
"epoch": 0.99,
"grad_norm": 94.5,
"learning_rate": 2.575864278703266e-09,
"logits/chosen": 76.47808074951172,
"logits/rejected": 76.34886932373047,
"logps/chosen": -29.865795135498047,
"logps/rejected": -28.233165740966797,
"loss": 0.7695,
"rewards/accuracies": 0.6875,
"rewards/chosen": 0.6392983794212341,
"rewards/margins": 0.7046308517456055,
"rewards/rejected": -0.06533239781856537,
"step": 380
},
{
"epoch": 1.0,
"step": 385,
"total_flos": 0.0,
"train_loss": 0.7878170496457583,
"train_runtime": 2553.4781,
"train_samples_per_second": 1.206,
"train_steps_per_second": 0.151
}
],
"logging_steps": 10,
"max_steps": 385,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"save_steps": 100,
"total_flos": 0.0,
"train_batch_size": 4,
"trial_name": null,
"trial_params": null
}