qwen2.5-0.5b-expo-L2EXPO-ES-1000 / trainer_state.json
hZzy's picture
Model save
a52a8a0 verified
{
"best_metric": 14.025749206542969,
"best_model_checkpoint": "./qwen2.5-0.5b/qwen2.5-0.5b-expo-L2EXPO-ES-1000/checkpoint-900",
"epoch": 3.689182805857345,
"eval_steps": 50,
"global_step": 1300,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"dpo_loss": 0.6931471824645996,
"epoch": 0.002834199338686821,
"grad_norm": 368848.22474206856,
"learning_rate": 2.840909090909091e-08,
"logits": -1.359458565711975,
"logps": -84.69721221923828,
"loss": 0.3913,
"objective": 0.3618059456348419,
"ranking_idealized": 0.5833333134651184,
"ranking_idealized_expo": 0.5833333134651184,
"ranking_simple": 0.5833333134651184,
"regularize": 0.3618059456348419,
"step": 1,
"wo_beta": 14.830931663513184
},
{
"dpo_loss": 200.59906005859375,
"epoch": 0.14170996693434104,
"grad_norm": 364227.60279874475,
"learning_rate": 1.4204545454545458e-06,
"logits": -1.4551467895507812,
"logps": -84.4092788696289,
"loss": 423.0596,
"objective": 404.94305419921875,
"ranking_idealized": 0.5216836929321289,
"ranking_idealized_expo": 0.5216836929321289,
"ranking_simple": 0.5204081535339355,
"regularize": 404.94305419921875,
"step": 50,
"wo_beta": 15.620062828063965
},
{
"epoch": 0.14170996693434104,
"eval_dpo_loss": 269.6528015136719,
"eval_logits": -1.399541974067688,
"eval_logps": -90.7221450805664,
"eval_loss": 547.3512573242188,
"eval_objective": 547.0781860351562,
"eval_ranking_idealized": 0.5212215185165405,
"eval_ranking_idealized_expo": 0.5212215185165405,
"eval_ranking_simple": 0.523809552192688,
"eval_regularize": 547.0781860351562,
"eval_runtime": 309.3398,
"eval_samples_per_second": 18.717,
"eval_steps_per_second": 1.561,
"eval_wo_beta": 16.238561630249023,
"step": 50
},
{
"dpo_loss": 905.3652954101562,
"epoch": 0.2834199338686821,
"grad_norm": 272683.76538272557,
"learning_rate": 2.8409090909090916e-06,
"logits": -1.356760025024414,
"logps": -82.99842071533203,
"loss": 1707.6314,
"objective": 1747.880615234375,
"ranking_idealized": 0.5137500166893005,
"ranking_idealized_expo": 0.5137500166893005,
"ranking_simple": 0.5120833516120911,
"regularize": 1747.880615234375,
"step": 100,
"wo_beta": 15.263524055480957
},
{
"epoch": 0.2834199338686821,
"eval_dpo_loss": 848.0440063476562,
"eval_logits": -1.3187600374221802,
"eval_logps": -86.97607421875,
"eval_loss": 1694.1810302734375,
"eval_objective": 1675.62744140625,
"eval_ranking_idealized": 0.5212215185165405,
"eval_ranking_idealized_expo": 0.5212215185165405,
"eval_ranking_simple": 0.5201863646507263,
"eval_regularize": 1675.62744140625,
"eval_runtime": 309.6783,
"eval_samples_per_second": 18.697,
"eval_steps_per_second": 1.56,
"eval_wo_beta": 15.640727996826172,
"step": 100
},
{
"dpo_loss": 1518.7205810546875,
"epoch": 0.42512990080302315,
"grad_norm": 216991.1383206667,
"learning_rate": 4.2613636363636365e-06,
"logits": -1.2785295248031616,
"logps": -78.66228485107422,
"loss": 2824.1562,
"objective": 2852.929443359375,
"ranking_idealized": 0.527916669845581,
"ranking_idealized_expo": 0.527916669845581,
"ranking_simple": 0.5241666436195374,
"regularize": 2852.929443359375,
"step": 150,
"wo_beta": 15.12118148803711
},
{
"epoch": 0.42512990080302315,
"eval_dpo_loss": 1511.363037109375,
"eval_logits": -1.2861689329147339,
"eval_logps": -82.21775817871094,
"eval_loss": 3014.146484375,
"eval_objective": 2968.77197265625,
"eval_ranking_idealized": 0.5212215185165405,
"eval_ranking_idealized_expo": 0.5212215185165405,
"eval_ranking_simple": 0.5274327397346497,
"eval_regularize": 2968.77197265625,
"eval_runtime": 313.2906,
"eval_samples_per_second": 18.481,
"eval_steps_per_second": 1.542,
"eval_wo_beta": 15.032276153564453,
"step": 150
},
{
"dpo_loss": 1896.1614990234375,
"epoch": 0.5668398677373642,
"grad_norm": 205665.2147772606,
"learning_rate": 4.997168347957521e-06,
"logits": -0.987150251865387,
"logps": -77.89788055419922,
"loss": 3551.5363,
"objective": 3598.224609375,
"ranking_idealized": 0.51541668176651,
"ranking_idealized_expo": 0.51541668176651,
"ranking_simple": 0.5062500238418579,
"regularize": 3598.224609375,
"step": 200,
"wo_beta": 15.392863273620605
},
{
"epoch": 0.5668398677373642,
"eval_dpo_loss": 1970.65869140625,
"eval_logits": -0.7799269556999207,
"eval_logps": -81.00556945800781,
"eval_loss": 3928.583740234375,
"eval_objective": 3925.496826171875,
"eval_ranking_idealized": 0.5212215185165405,
"eval_ranking_idealized_expo": 0.5212215185165405,
"eval_ranking_simple": 0.5248447060585022,
"eval_regularize": 3925.496826171875,
"eval_runtime": 308.6708,
"eval_samples_per_second": 18.758,
"eval_steps_per_second": 1.565,
"eval_wo_beta": 14.613198280334473,
"step": 200
},
{
"dpo_loss": 1941.4073486328125,
"epoch": 0.7085498346717053,
"grad_norm": 204108.9756559366,
"learning_rate": 4.973122855144066e-06,
"logits": -0.7714519500732422,
"logps": -75.8036117553711,
"loss": 3769.9247,
"objective": 3796.307861328125,
"ranking_idealized": 0.5162500143051147,
"ranking_idealized_expo": 0.5162500143051147,
"ranking_simple": 0.5104166865348816,
"regularize": 3796.307861328125,
"step": 250,
"wo_beta": 15.552165985107422
},
{
"epoch": 0.7085498346717053,
"eval_dpo_loss": 2167.546630859375,
"eval_logits": -0.7279743552207947,
"eval_logps": -80.5808334350586,
"eval_loss": 4317.60498046875,
"eval_objective": 4303.1142578125,
"eval_ranking_idealized": 0.5212215185165405,
"eval_ranking_idealized_expo": 0.5212215185165405,
"eval_ranking_simple": 0.5269151329994202,
"eval_regularize": 4303.1142578125,
"eval_runtime": 309.0835,
"eval_samples_per_second": 18.733,
"eval_steps_per_second": 1.563,
"eval_wo_beta": 14.582874298095703,
"step": 250
},
{
"dpo_loss": 1839.3994140625,
"epoch": 0.8502598016060463,
"grad_norm": 180485.23157207714,
"learning_rate": 4.924776641419513e-06,
"logits": -0.5737716555595398,
"logps": -78.0151138305664,
"loss": 3591.3281,
"objective": 3690.973388671875,
"ranking_idealized": 0.4950000047683716,
"ranking_idealized_expo": 0.4950000047683716,
"ranking_simple": 0.5079166889190674,
"regularize": 3690.973388671875,
"step": 300,
"wo_beta": 15.1497163772583
},
{
"epoch": 0.8502598016060463,
"eval_dpo_loss": 2308.43505859375,
"eval_logits": -0.584596574306488,
"eval_logps": -82.77127075195312,
"eval_loss": 4553.76318359375,
"eval_objective": 4559.634765625,
"eval_ranking_idealized": 0.5212215185165405,
"eval_ranking_idealized_expo": 0.5212215185165405,
"eval_ranking_simple": 0.5248447060585022,
"eval_regularize": 4559.634765625,
"eval_runtime": 308.87,
"eval_samples_per_second": 18.746,
"eval_steps_per_second": 1.564,
"eval_wo_beta": 14.591386795043945,
"step": 300
},
{
"dpo_loss": 1713.5703125,
"epoch": 0.9919697685403873,
"grad_norm": 169039.33062429514,
"learning_rate": 4.8526047530778175e-06,
"logits": -0.629047155380249,
"logps": -77.71513366699219,
"loss": 3315.5613,
"objective": 3303.522705078125,
"ranking_idealized": 0.5254166722297668,
"ranking_idealized_expo": 0.5254166722297668,
"ranking_simple": 0.5233333110809326,
"regularize": 3303.522705078125,
"step": 350,
"wo_beta": 15.061549186706543
},
{
"epoch": 0.9919697685403873,
"eval_dpo_loss": 2326.014404296875,
"eval_logits": -0.7541128396987915,
"eval_logps": -80.80506896972656,
"eval_loss": 4667.9404296875,
"eval_objective": 4670.26171875,
"eval_ranking_idealized": 0.5212215185165405,
"eval_ranking_idealized_expo": 0.5212215185165405,
"eval_ranking_simple": 0.5331262946128845,
"eval_regularize": 4670.26171875,
"eval_runtime": 308.7398,
"eval_samples_per_second": 18.754,
"eval_steps_per_second": 1.564,
"eval_wo_beta": 14.305211067199707,
"step": 350
},
{
"dpo_loss": 1624.2042236328125,
"epoch": 1.1336797354747283,
"grad_norm": 165220.9620293089,
"learning_rate": 4.757316345716554e-06,
"logits": -0.6056586503982544,
"logps": -78.14913940429688,
"loss": 3140.2284,
"objective": 3177.530029296875,
"ranking_idealized": 0.5320833325386047,
"ranking_idealized_expo": 0.5320833325386047,
"ranking_simple": 0.5299999713897705,
"regularize": 3177.530029296875,
"step": 400,
"wo_beta": 15.318251609802246
},
{
"epoch": 1.1336797354747283,
"eval_dpo_loss": 2524.619140625,
"eval_logits": -0.6474378108978271,
"eval_logps": -81.57711029052734,
"eval_loss": 4876.318359375,
"eval_objective": 4879.08154296875,
"eval_ranking_idealized": 0.5212215185165405,
"eval_ranking_idealized_expo": 0.5212215185165405,
"eval_ranking_simple": 0.522774338722229,
"eval_regularize": 4879.08154296875,
"eval_runtime": 308.5826,
"eval_samples_per_second": 18.763,
"eval_steps_per_second": 1.565,
"eval_wo_beta": 14.327096939086914,
"step": 400
},
{
"dpo_loss": 1540.3419189453125,
"epoch": 1.2753897024090695,
"grad_norm": 171392.04304109752,
"learning_rate": 4.639847716126855e-06,
"logits": -0.636415421962738,
"logps": -79.45496368408203,
"loss": 2984.025,
"objective": 3080.5654296875,
"ranking_idealized": 0.5191666483879089,
"ranking_idealized_expo": 0.5191666483879089,
"ranking_simple": 0.5229166746139526,
"regularize": 3080.5654296875,
"step": 450,
"wo_beta": 15.8497314453125
},
{
"epoch": 1.2753897024090695,
"eval_dpo_loss": 2466.713134765625,
"eval_logits": -0.79082190990448,
"eval_logps": -84.27051544189453,
"eval_loss": 4773.4326171875,
"eval_objective": 4785.75341796875,
"eval_ranking_idealized": 0.5212215185165405,
"eval_ranking_idealized_expo": 0.5212215185165405,
"eval_ranking_simple": 0.5248447060585022,
"eval_regularize": 4785.75341796875,
"eval_runtime": 309.0671,
"eval_samples_per_second": 18.734,
"eval_steps_per_second": 1.563,
"eval_wo_beta": 14.321349143981934,
"step": 450
},
{
"dpo_loss": 1396.68310546875,
"epoch": 1.4170996693434104,
"grad_norm": 149255.8927126336,
"learning_rate": 4.501353102310901e-06,
"logits": -0.6039130687713623,
"logps": -79.58264923095703,
"loss": 2769.3719,
"objective": 2762.444580078125,
"ranking_idealized": 0.4970833361148834,
"ranking_idealized_expo": 0.4970833361148834,
"ranking_simple": 0.49916666746139526,
"regularize": 2762.444580078125,
"step": 500,
"wo_beta": 15.438196182250977
},
{
"epoch": 1.4170996693434104,
"eval_dpo_loss": 2513.819091796875,
"eval_logits": -0.7098349332809448,
"eval_logps": -81.49170684814453,
"eval_loss": 4863.71484375,
"eval_objective": 4866.62353515625,
"eval_ranking_idealized": 0.5212215185165405,
"eval_ranking_idealized_expo": 0.5212215185165405,
"eval_ranking_simple": 0.5191511511802673,
"eval_regularize": 4866.62353515625,
"eval_runtime": 308.6488,
"eval_samples_per_second": 18.759,
"eval_steps_per_second": 1.565,
"eval_wo_beta": 14.19344425201416,
"step": 500
},
{
"dpo_loss": 1364.8533935546875,
"epoch": 1.5588096362777515,
"grad_norm": 159666.559697962,
"learning_rate": 4.34319334202531e-06,
"logits": -0.5462002158164978,
"logps": -79.02467346191406,
"loss": 2620.0086,
"objective": 2664.316162109375,
"ranking_idealized": 0.5104166865348816,
"ranking_idealized_expo": 0.5104166865348816,
"ranking_simple": 0.5095833539962769,
"regularize": 2664.316162109375,
"step": 550,
"wo_beta": 15.136716842651367
},
{
"epoch": 1.5588096362777515,
"eval_dpo_loss": 2463.116943359375,
"eval_logits": -0.5653336644172668,
"eval_logps": -81.83069610595703,
"eval_loss": 4887.2939453125,
"eval_objective": 4877.46826171875,
"eval_ranking_idealized": 0.5212215185165405,
"eval_ranking_idealized_expo": 0.5212215185165405,
"eval_ranking_simple": 0.5248447060585022,
"eval_regularize": 4877.46826171875,
"eval_runtime": 308.8536,
"eval_samples_per_second": 18.747,
"eval_steps_per_second": 1.564,
"eval_wo_beta": 14.175724029541016,
"step": 550
},
{
"dpo_loss": 1253.067138671875,
"epoch": 1.7005196032120926,
"grad_norm": 158366.9559774092,
"learning_rate": 4.16692250129073e-06,
"logits": -0.4213114380836487,
"logps": -78.87406921386719,
"loss": 2530.9462,
"objective": 2507.11328125,
"ranking_idealized": 0.5149999856948853,
"ranking_idealized_expo": 0.5149999856948853,
"ranking_simple": 0.5095833539962769,
"regularize": 2507.11328125,
"step": 600,
"wo_beta": 15.036109924316406
},
{
"epoch": 1.7005196032120926,
"eval_dpo_loss": 2522.071533203125,
"eval_logits": -0.48861420154571533,
"eval_logps": -82.87271881103516,
"eval_loss": 4965.42333984375,
"eval_objective": 5013.287109375,
"eval_ranking_idealized": 0.5212215185165405,
"eval_ranking_idealized_expo": 0.5212215185165405,
"eval_ranking_simple": 0.5232919454574585,
"eval_regularize": 5013.287109375,
"eval_runtime": 308.7234,
"eval_samples_per_second": 18.755,
"eval_steps_per_second": 1.565,
"eval_wo_beta": 14.257344245910645,
"step": 600
},
{
"dpo_loss": 1245.341064453125,
"epoch": 1.8422295701464337,
"grad_norm": 159825.03654087533,
"learning_rate": 3.974272604254906e-06,
"logits": -0.44398489594459534,
"logps": -79.5468521118164,
"loss": 2445.0009,
"objective": 2442.403076171875,
"ranking_idealized": 0.527916669845581,
"ranking_idealized_expo": 0.527916669845581,
"ranking_simple": 0.5249999761581421,
"regularize": 2442.403076171875,
"step": 650,
"wo_beta": 15.771297454833984
},
{
"epoch": 1.8422295701464337,
"eval_dpo_loss": 2509.764404296875,
"eval_logits": -0.5172779560089111,
"eval_logps": -81.83026123046875,
"eval_loss": 4964.3994140625,
"eval_objective": 4986.9541015625,
"eval_ranking_idealized": 0.5212215185165405,
"eval_ranking_idealized_expo": 0.5212215185165405,
"eval_ranking_simple": 0.5243270993232727,
"eval_regularize": 4986.9541015625,
"eval_runtime": 309.186,
"eval_samples_per_second": 18.727,
"eval_steps_per_second": 1.562,
"eval_wo_beta": 14.255688667297363,
"step": 650
},
{
"dpo_loss": 1206.533203125,
"epoch": 1.9839395370807746,
"grad_norm": 156012.46785149653,
"learning_rate": 3.767136614452458e-06,
"logits": -0.4590357840061188,
"logps": -80.01580047607422,
"loss": 2287.7192,
"objective": 2330.523193359375,
"ranking_idealized": 0.5108333230018616,
"ranking_idealized_expo": 0.5108333230018616,
"ranking_simple": 0.5108333230018616,
"regularize": 2330.523193359375,
"step": 700,
"wo_beta": 15.533180236816406
},
{
"epoch": 1.9839395370807746,
"eval_dpo_loss": 2561.16015625,
"eval_logits": -0.5353549718856812,
"eval_logps": -83.87384033203125,
"eval_loss": 5034.0654296875,
"eval_objective": 5065.85205078125,
"eval_ranking_idealized": 0.5212215185165405,
"eval_ranking_idealized_expo": 0.5212215185165405,
"eval_ranking_simple": 0.52173912525177,
"eval_regularize": 5065.85205078125,
"eval_runtime": 309.3567,
"eval_samples_per_second": 18.716,
"eval_steps_per_second": 1.561,
"eval_wo_beta": 14.084709167480469,
"step": 700
},
{
"dpo_loss": 1036.373779296875,
"epoch": 2.1256495040151155,
"grad_norm": 147121.88795994341,
"learning_rate": 3.547549834686222e-06,
"logits": -0.47968342900276184,
"logps": -79.23291015625,
"loss": 2066.9519,
"objective": 2005.8623046875,
"ranking_idealized": 0.5112500190734863,
"ranking_idealized_expo": 0.5112500190734863,
"ranking_simple": 0.5066666603088379,
"regularize": 2005.8623046875,
"step": 750,
"wo_beta": 15.400221824645996
},
{
"epoch": 2.1256495040151155,
"eval_dpo_loss": 2654.179443359375,
"eval_logits": -0.49486637115478516,
"eval_logps": -82.19441223144531,
"eval_loss": 5229.88525390625,
"eval_objective": 5264.4931640625,
"eval_ranking_idealized": 0.5212215185165405,
"eval_ranking_idealized_expo": 0.5212215185165405,
"eval_ranking_simple": 0.5253623127937317,
"eval_regularize": 5264.4931640625,
"eval_runtime": 308.7479,
"eval_samples_per_second": 18.753,
"eval_steps_per_second": 1.564,
"eval_wo_beta": 14.098138809204102,
"step": 750
},
{
"dpo_loss": 994.4859619140625,
"epoch": 2.2673594709494567,
"grad_norm": 143685.9375211257,
"learning_rate": 3.3176699082935546e-06,
"logits": -0.466074675321579,
"logps": -79.23563385009766,
"loss": 1963.7713,
"objective": 1942.085205078125,
"ranking_idealized": 0.512499988079071,
"ranking_idealized_expo": 0.512499988079071,
"ranking_simple": 0.5108333230018616,
"regularize": 1942.085205078125,
"step": 800,
"wo_beta": 14.980566024780273
},
{
"epoch": 2.2673594709494567,
"eval_dpo_loss": 2636.38330078125,
"eval_logits": -0.47902175784111023,
"eval_logps": -82.23072052001953,
"eval_loss": 5180.23876953125,
"eval_objective": 5235.76953125,
"eval_ranking_idealized": 0.5212215185165405,
"eval_ranking_idealized_expo": 0.5212215185165405,
"eval_ranking_simple": 0.5243270993232727,
"eval_regularize": 5235.76953125,
"eval_runtime": 308.7297,
"eval_samples_per_second": 18.754,
"eval_steps_per_second": 1.564,
"eval_wo_beta": 14.037761688232422,
"step": 800
},
{
"dpo_loss": 922.8798828125,
"epoch": 2.409069437883798,
"grad_norm": 142497.46137454137,
"learning_rate": 3.0797556183036582e-06,
"logits": -0.435017853975296,
"logps": -80.0512466430664,
"loss": 1854.7628,
"objective": 1856.9925537109375,
"ranking_idealized": 0.5133333206176758,
"ranking_idealized_expo": 0.5133333206176758,
"ranking_simple": 0.5149999856948853,
"regularize": 1856.9925537109375,
"step": 850,
"wo_beta": 15.263174057006836
},
{
"epoch": 2.409069437883798,
"eval_dpo_loss": 2612.387451171875,
"eval_logits": -0.4899817407131195,
"eval_logps": -82.96641540527344,
"eval_loss": 5130.60693359375,
"eval_objective": 5171.9189453125,
"eval_ranking_idealized": 0.5212215185165405,
"eval_ranking_idealized_expo": 0.5212215185165405,
"eval_ranking_simple": 0.5269151329994202,
"eval_regularize": 5171.9189453125,
"eval_runtime": 313.09,
"eval_samples_per_second": 18.493,
"eval_steps_per_second": 1.543,
"eval_wo_beta": 14.114248275756836,
"step": 850
},
{
"dpo_loss": 880.90771484375,
"epoch": 2.550779404818139,
"grad_norm": 149283.81145436864,
"learning_rate": 2.8361446928038298e-06,
"logits": -0.4352048635482788,
"logps": -80.65638732910156,
"loss": 1711.9678,
"objective": 1688.95556640625,
"ranking_idealized": 0.5183333158493042,
"ranking_idealized_expo": 0.5179166793823242,
"ranking_simple": 0.5204166769981384,
"regularize": 1688.95556640625,
"step": 900,
"wo_beta": 15.470394134521484
},
{
"epoch": 2.550779404818139,
"eval_dpo_loss": 2703.03125,
"eval_logits": -0.4645061194896698,
"eval_logps": -85.19200134277344,
"eval_loss": 5280.861328125,
"eval_objective": 5329.05712890625,
"eval_ranking_idealized": 0.5212215185165405,
"eval_ranking_idealized_expo": 0.5212215185165405,
"eval_ranking_simple": 0.5263975262641907,
"eval_regularize": 5329.05712890625,
"eval_runtime": 309.3219,
"eval_samples_per_second": 18.718,
"eval_steps_per_second": 1.561,
"eval_wo_beta": 14.025749206542969,
"step": 900
},
{
"dpo_loss": 851.3322143554688,
"epoch": 2.69248937175248,
"grad_norm": 149343.91741290496,
"learning_rate": 2.5892308345974517e-06,
"logits": -0.4298136830329895,
"logps": -81.61705017089844,
"loss": 1682.3781,
"objective": 1668.57568359375,
"ranking_idealized": 0.5058333277702332,
"ranking_idealized_expo": 0.5058333277702332,
"ranking_simple": 0.5095833539962769,
"regularize": 1668.57568359375,
"step": 950,
"wo_beta": 15.541181564331055
},
{
"epoch": 2.69248937175248,
"eval_dpo_loss": 2644.848388671875,
"eval_logits": -0.4320021867752075,
"eval_logps": -83.93761444091797,
"eval_loss": 5177.08154296875,
"eval_objective": 5195.845703125,
"eval_ranking_idealized": 0.5212215185165405,
"eval_ranking_idealized_expo": 0.5212215185165405,
"eval_ranking_simple": 0.5253623127937317,
"eval_regularize": 5195.845703125,
"eval_runtime": 308.7152,
"eval_samples_per_second": 18.755,
"eval_steps_per_second": 1.565,
"eval_wo_beta": 14.169083595275879,
"step": 950
},
{
"dpo_loss": 776.9803466796875,
"epoch": 2.8341993386868207,
"grad_norm": 137448.18146621465,
"learning_rate": 2.341440200858589e-06,
"logits": -0.4145285189151764,
"logps": -79.74474334716797,
"loss": 1508.6941,
"objective": 1524.09228515625,
"ranking_idealized": 0.5095833539962769,
"ranking_idealized_expo": 0.5095833539962769,
"ranking_simple": 0.5054166913032532,
"regularize": 1524.09228515625,
"step": 1000,
"wo_beta": 15.0802640914917
},
{
"epoch": 2.8341993386868207,
"eval_dpo_loss": 2632.400634765625,
"eval_logits": -0.5013601779937744,
"eval_logps": -83.42354583740234,
"eval_loss": 5124.71435546875,
"eval_objective": 5131.57275390625,
"eval_ranking_idealized": 0.5212215185165405,
"eval_ranking_idealized_expo": 0.5212215185165405,
"eval_ranking_simple": 0.5243270993232727,
"eval_regularize": 5131.57275390625,
"eval_runtime": 311.7146,
"eval_samples_per_second": 18.575,
"eval_steps_per_second": 1.549,
"eval_wo_beta": 14.1500883102417,
"step": 1000
},
{
"dpo_loss": 708.8336181640625,
"epoch": 2.975909305621162,
"grad_norm": 147550.24239683093,
"learning_rate": 2.0952075638923656e-06,
"logits": -0.49126318097114563,
"logps": -79.99681854248047,
"loss": 1432.2169,
"objective": 1416.6346435546875,
"ranking_idealized": 0.5170833468437195,
"ranking_idealized_expo": 0.5170833468437195,
"ranking_simple": 0.5212500095367432,
"regularize": 1416.6346435546875,
"step": 1050,
"wo_beta": 15.470003128051758
},
{
"epoch": 2.975909305621162,
"eval_dpo_loss": 2638.496337890625,
"eval_logits": -0.46873465180397034,
"eval_logps": -83.80735778808594,
"eval_loss": 5215.619140625,
"eval_objective": 5232.5947265625,
"eval_ranking_idealized": 0.5212215185165405,
"eval_ranking_idealized_expo": 0.5212215185165405,
"eval_ranking_simple": 0.5295031070709229,
"eval_regularize": 5232.5947265625,
"eval_runtime": 308.5567,
"eval_samples_per_second": 18.765,
"eval_steps_per_second": 1.565,
"eval_wo_beta": 14.238861083984375,
"step": 1050
},
{
"dpo_loss": 630.0592651367188,
"epoch": 3.122342938119981,
"grad_norm": 146194.44633521218,
"learning_rate": 1.852952387243698e-06,
"logits": -0.47443822026252747,
"logps": -80.19267272949219,
"loss": 1247.6562,
"objective": 1267.6502685546875,
"ranking_idealized": 0.528333306312561,
"ranking_idealized_expo": 0.528333306312561,
"ranking_simple": 0.5299999713897705,
"regularize": 1267.6502685546875,
"step": 1100,
"wo_beta": 15.557552337646484
},
{
"epoch": 3.122342938119981,
"eval_dpo_loss": 2631.76611328125,
"eval_logits": -0.5460559129714966,
"eval_logps": -84.16140747070312,
"eval_loss": 5184.86962890625,
"eval_objective": 5190.6357421875,
"eval_ranking_idealized": 0.5212215185165405,
"eval_ranking_idealized_expo": 0.5212215185165405,
"eval_ranking_simple": 0.5263975262641907,
"eval_regularize": 5190.6357421875,
"eval_runtime": 310.23,
"eval_samples_per_second": 18.664,
"eval_steps_per_second": 1.557,
"eval_wo_beta": 14.152945518493652,
"step": 1100
},
{
"dpo_loss": 565.9061889648438,
"epoch": 3.264052905054322,
"grad_norm": 138842.10059998793,
"learning_rate": 1.617055052228768e-06,
"logits": -0.4821857213973999,
"logps": -80.27399444580078,
"loss": 1136.2859,
"objective": 1102.266845703125,
"ranking_idealized": 0.5083333253860474,
"ranking_idealized_expo": 0.5083333253860474,
"ranking_simple": 0.5137500166893005,
"regularize": 1102.266845703125,
"step": 1150,
"wo_beta": 15.317670822143555
},
{
"epoch": 3.264052905054322,
"eval_dpo_loss": 2590.183837890625,
"eval_logits": -0.5632494688034058,
"eval_logps": -83.88517761230469,
"eval_loss": 5110.20556640625,
"eval_objective": 5112.02783203125,
"eval_ranking_idealized": 0.5212215185165405,
"eval_ranking_idealized_expo": 0.5212215185165405,
"eval_ranking_simple": 0.5279502868652344,
"eval_regularize": 5112.02783203125,
"eval_runtime": 308.5625,
"eval_samples_per_second": 18.764,
"eval_steps_per_second": 1.565,
"eval_wo_beta": 14.093263626098633,
"step": 1150
},
{
"dpo_loss": 526.139404296875,
"epoch": 3.4057628719886632,
"grad_norm": 142396.22516348853,
"learning_rate": 1.3898334684855647e-06,
"logits": -0.49703070521354675,
"logps": -81.49961853027344,
"loss": 1042.7762,
"objective": 1025.806884765625,
"ranking_idealized": 0.5079166889190674,
"ranking_idealized_expo": 0.5079166889190674,
"ranking_simple": 0.5054166913032532,
"regularize": 1025.806884765625,
"step": 1200,
"wo_beta": 15.595675468444824
},
{
"epoch": 3.4057628719886632,
"eval_dpo_loss": 2612.26611328125,
"eval_logits": -0.5505208969116211,
"eval_logps": -83.96298217773438,
"eval_loss": 5146.40771484375,
"eval_objective": 5162.16650390625,
"eval_ranking_idealized": 0.5212215185165405,
"eval_ranking_idealized_expo": 0.5212215185165405,
"eval_ranking_simple": 0.5274327397346497,
"eval_regularize": 5162.16650390625,
"eval_runtime": 313.9682,
"eval_samples_per_second": 18.441,
"eval_steps_per_second": 1.538,
"eval_wo_beta": 14.112215042114258,
"step": 1200
},
{
"dpo_loss": 476.4833984375,
"epoch": 3.5474728389230044,
"grad_norm": 138317.9821042345,
"learning_rate": 1.1735202983664803e-06,
"logits": -0.45970824360847473,
"logps": -81.46965789794922,
"loss": 978.7787,
"objective": 968.6390380859375,
"ranking_idealized": 0.5141666531562805,
"ranking_idealized_expo": 0.5141666531562805,
"ranking_simple": 0.5137500166893005,
"regularize": 968.6390380859375,
"step": 1250,
"wo_beta": 15.359482765197754
},
{
"epoch": 3.5474728389230044,
"eval_dpo_loss": 2605.342041015625,
"eval_logits": -0.4993049204349518,
"eval_logps": -83.89867401123047,
"eval_loss": 5115.50927734375,
"eval_objective": 5140.92578125,
"eval_ranking_idealized": 0.5212215185165405,
"eval_ranking_idealized_expo": 0.5212215185165405,
"eval_ranking_simple": 0.5279502868652344,
"eval_regularize": 5140.92578125,
"eval_runtime": 308.6628,
"eval_samples_per_second": 18.758,
"eval_steps_per_second": 1.565,
"eval_wo_beta": 14.127862930297852,
"step": 1250
},
{
"dpo_loss": 455.1197814941406,
"epoch": 3.689182805857345,
"grad_norm": 136461.83557945368,
"learning_rate": 9.702410189643838e-07,
"logits": -0.4638132154941559,
"logps": -80.26090240478516,
"loss": 864.8715,
"objective": 869.080810546875,
"ranking_idealized": 0.49958333373069763,
"ranking_idealized_expo": 0.49958333373069763,
"ranking_simple": 0.4983333349227905,
"regularize": 869.080810546875,
"step": 1300,
"wo_beta": 15.24673843383789
},
{
"epoch": 3.689182805857345,
"eval_dpo_loss": 2621.07275390625,
"eval_logits": -0.5245055556297302,
"eval_logps": -84.29293060302734,
"eval_loss": 5143.4609375,
"eval_objective": 5173.7548828125,
"eval_ranking_idealized": 0.5212215185165405,
"eval_ranking_idealized_expo": 0.5212215185165405,
"eval_ranking_simple": 0.5258799195289612,
"eval_regularize": 5173.7548828125,
"eval_runtime": 308.7148,
"eval_samples_per_second": 18.755,
"eval_steps_per_second": 1.565,
"eval_wo_beta": 14.158381462097168,
"step": 1300
},
{
"epoch": 3.689182805857345,
"step": 1300,
"total_flos": 0.0,
"train_loss": 202.7064813701923,
"train_runtime": 6887.9795,
"train_samples_per_second": 36.877,
"train_steps_per_second": 0.256
}
],
"logging_steps": 50,
"max_steps": 1760,
"num_input_tokens_seen": 0,
"num_train_epochs": 5,
"save_steps": 50,
"stateful_callbacks": {
"EarlyStoppingCallback": {
"args": {
"early_stopping_patience": 5,
"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": true
},
"attributes": {}
}
},
"total_flos": 0.0,
"train_batch_size": 4,
"trial_name": null,
"trial_params": null
}