|
{ |
|
"best_metric": -0.9551481008529663, |
|
"best_model_checkpoint": "./qwen2.5-0.5b/qwen2.5-0.5b-expo-DPO-ES-TRY/checkpoint-36", |
|
"epoch": 1.83656117146906, |
|
"eval_steps": 36, |
|
"global_step": 324, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"dpo_loss": 0.6931471824645996, |
|
"dpo_wo_beta": -0.6931471824645996, |
|
"epoch": 0.005668398677373642, |
|
"grad_norm": 13.433596947813236, |
|
"learning_rate": 1.3888888888888887e-08, |
|
"logits": -1.3874311447143555, |
|
"logps": -88.43561553955078, |
|
"loss": 0.6931, |
|
"objective": 0.6931471824645996, |
|
"ranking_idealized": 0.625, |
|
"ranking_idealized_expo": 0.5208333134651184, |
|
"ranking_simple": 0.5208333134651184, |
|
"regularize": 0.6931471824645996, |
|
"step": 1 |
|
}, |
|
{ |
|
"dpo_loss": 0.6931712031364441, |
|
"dpo_wo_beta": -0.6935088634490967, |
|
"epoch": 0.02834199338686821, |
|
"grad_norm": 13.470599581187907, |
|
"learning_rate": 6.944444444444444e-08, |
|
"logits": -1.408589482307434, |
|
"logps": -84.63459777832031, |
|
"loss": 0.6931, |
|
"objective": 0.6931712031364441, |
|
"ranking_idealized": 0.6197916865348816, |
|
"ranking_idealized_expo": 0.546875, |
|
"ranking_simple": 0.546875, |
|
"regularize": 0.6931712031364441, |
|
"step": 5 |
|
}, |
|
{ |
|
"dpo_loss": 0.6912738680839539, |
|
"dpo_wo_beta": -0.6787264943122864, |
|
"epoch": 0.05668398677373642, |
|
"grad_norm": 12.891994338762009, |
|
"learning_rate": 1.3888888888888888e-07, |
|
"logits": -1.4766913652420044, |
|
"logps": -83.30558776855469, |
|
"loss": 0.6922, |
|
"objective": 0.6912738680839539, |
|
"ranking_idealized": 0.6000000238418579, |
|
"ranking_idealized_expo": 0.5083333253860474, |
|
"ranking_simple": 0.5083333253860474, |
|
"regularize": 0.6912738680839539, |
|
"step": 10 |
|
}, |
|
{ |
|
"dpo_loss": 0.6917670369148254, |
|
"dpo_wo_beta": -0.6925874352455139, |
|
"epoch": 0.08502598016060463, |
|
"grad_norm": 12.616091674274701, |
|
"learning_rate": 2.0833333333333333e-07, |
|
"logits": -1.4627829790115356, |
|
"logps": -83.51612854003906, |
|
"loss": 0.691, |
|
"objective": 0.6917670369148254, |
|
"ranking_idealized": 0.5916666388511658, |
|
"ranking_idealized_expo": 0.5041666626930237, |
|
"ranking_simple": 0.512499988079071, |
|
"regularize": 0.6917670369148254, |
|
"step": 15 |
|
}, |
|
{ |
|
"dpo_loss": 0.6909351348876953, |
|
"dpo_wo_beta": -0.7156455516815186, |
|
"epoch": 0.11336797354747284, |
|
"grad_norm": 13.131384103632906, |
|
"learning_rate": 2.7777777777777776e-07, |
|
"logits": -1.4652808904647827, |
|
"logps": -83.81787109375, |
|
"loss": 0.6882, |
|
"objective": 0.6909351348876953, |
|
"ranking_idealized": 0.625, |
|
"ranking_idealized_expo": 0.5375000238418579, |
|
"ranking_simple": 0.5375000238418579, |
|
"regularize": 0.6909351348876953, |
|
"step": 20 |
|
}, |
|
{ |
|
"dpo_loss": 0.6833630800247192, |
|
"dpo_wo_beta": -0.6689243316650391, |
|
"epoch": 0.14170996693434104, |
|
"grad_norm": 12.965314552644642, |
|
"learning_rate": 3.472222222222222e-07, |
|
"logits": -1.5261986255645752, |
|
"logps": -83.36495971679688, |
|
"loss": 0.6842, |
|
"objective": 0.6833630800247192, |
|
"ranking_idealized": 0.5958333611488342, |
|
"ranking_idealized_expo": 0.4958333373069763, |
|
"ranking_simple": 0.5, |
|
"regularize": 0.6833630800247192, |
|
"step": 25 |
|
}, |
|
{ |
|
"dpo_loss": 0.6835373044013977, |
|
"dpo_wo_beta": -0.7437445521354675, |
|
"epoch": 0.17005196032120926, |
|
"grad_norm": 13.693441774251875, |
|
"learning_rate": 4.1666666666666667e-07, |
|
"logits": -1.512542724609375, |
|
"logps": -83.833984375, |
|
"loss": 0.6812, |
|
"objective": 0.6835373044013977, |
|
"ranking_idealized": 0.6041666865348816, |
|
"ranking_idealized_expo": 0.5291666388511658, |
|
"ranking_simple": 0.5333333611488342, |
|
"regularize": 0.6835373044013977, |
|
"step": 30 |
|
}, |
|
{ |
|
"dpo_loss": 0.6732779145240784, |
|
"dpo_wo_beta": -0.7419623136520386, |
|
"epoch": 0.19839395370807747, |
|
"grad_norm": 13.409062026931796, |
|
"learning_rate": 4.861111111111111e-07, |
|
"logits": -1.4930462837219238, |
|
"logps": -82.56928253173828, |
|
"loss": 0.672, |
|
"objective": 0.6732779145240784, |
|
"ranking_idealized": 0.612500011920929, |
|
"ranking_idealized_expo": 0.5041666626930237, |
|
"ranking_simple": 0.512499988079071, |
|
"regularize": 0.6732779145240784, |
|
"step": 35 |
|
}, |
|
{ |
|
"epoch": 0.20406235238545112, |
|
"eval_dpo_loss": 0.6925506591796875, |
|
"eval_dpo_wo_beta": -0.9551481008529663, |
|
"eval_logits": -1.5338705778121948, |
|
"eval_logps": -91.41157531738281, |
|
"eval_loss": 0.6866393685340881, |
|
"eval_objective": 0.6925506591796875, |
|
"eval_ranking_idealized": 0.5888429880142212, |
|
"eval_ranking_idealized_expo": 0.5092975497245789, |
|
"eval_ranking_simple": 0.5051652789115906, |
|
"eval_regularize": 0.6925506591796875, |
|
"eval_runtime": 211.8538, |
|
"eval_samples_per_second": 27.33, |
|
"eval_steps_per_second": 1.142, |
|
"step": 36 |
|
}, |
|
{ |
|
"dpo_loss": 0.6632875800132751, |
|
"dpo_wo_beta": -0.7245739102363586, |
|
"epoch": 0.22673594709494568, |
|
"grad_norm": 15.824803800139307, |
|
"learning_rate": 4.998023493068254e-07, |
|
"logits": -1.4679725170135498, |
|
"logps": -83.45999908447266, |
|
"loss": 0.6728, |
|
"objective": 0.6632875800132751, |
|
"ranking_idealized": 0.6000000238418579, |
|
"ranking_idealized_expo": 0.5208333134651184, |
|
"ranking_simple": 0.5208333134651184, |
|
"regularize": 0.6632875800132751, |
|
"step": 40 |
|
}, |
|
{ |
|
"dpo_loss": 0.6583938002586365, |
|
"dpo_wo_beta": -0.7636463642120361, |
|
"epoch": 0.25507794048181387, |
|
"grad_norm": 13.750505573599494, |
|
"learning_rate": 4.989999289644991e-07, |
|
"logits": -1.594675898551941, |
|
"logps": -84.99964141845703, |
|
"loss": 0.6655, |
|
"objective": 0.6583938002586365, |
|
"ranking_idealized": 0.6208333373069763, |
|
"ranking_idealized_expo": 0.5375000238418579, |
|
"ranking_simple": 0.5458333492279053, |
|
"regularize": 0.6583938002586365, |
|
"step": 45 |
|
}, |
|
{ |
|
"dpo_loss": 0.6567264795303345, |
|
"dpo_wo_beta": -0.863508403301239, |
|
"epoch": 0.2834199338686821, |
|
"grad_norm": 13.413740152325811, |
|
"learning_rate": 4.975823666181255e-07, |
|
"logits": -1.5660439729690552, |
|
"logps": -82.82308959960938, |
|
"loss": 0.6644, |
|
"objective": 0.6567264795303345, |
|
"ranking_idealized": 0.5416666865348816, |
|
"ranking_idealized_expo": 0.42500001192092896, |
|
"ranking_simple": 0.4749999940395355, |
|
"regularize": 0.6567264795303345, |
|
"step": 50 |
|
}, |
|
{ |
|
"dpo_loss": 0.6495455503463745, |
|
"dpo_wo_beta": -0.7752765417098999, |
|
"epoch": 0.3117619272555503, |
|
"grad_norm": 14.577952034074448, |
|
"learning_rate": 4.955531642853403e-07, |
|
"logits": -1.5825331211090088, |
|
"logps": -84.16141510009766, |
|
"loss": 0.653, |
|
"objective": 0.6495455503463745, |
|
"ranking_idealized": 0.625, |
|
"ranking_idealized_expo": 0.5416666865348816, |
|
"ranking_simple": 0.550000011920929, |
|
"regularize": 0.6495455503463745, |
|
"step": 55 |
|
}, |
|
{ |
|
"dpo_loss": 0.6498515605926514, |
|
"dpo_wo_beta": -0.736571729183197, |
|
"epoch": 0.3401039206424185, |
|
"grad_norm": 13.788809377020446, |
|
"learning_rate": 4.929173350101024e-07, |
|
"logits": -1.5849006175994873, |
|
"logps": -83.91230773925781, |
|
"loss": 0.6514, |
|
"objective": 0.6498515605926514, |
|
"ranking_idealized": 0.6333333253860474, |
|
"ranking_idealized_expo": 0.5083333253860474, |
|
"ranking_simple": 0.550000011920929, |
|
"regularize": 0.6498515605926514, |
|
"step": 60 |
|
}, |
|
{ |
|
"dpo_loss": 0.6450857520103455, |
|
"dpo_wo_beta": -0.8086111545562744, |
|
"epoch": 0.3684459140292867, |
|
"grad_norm": 13.799818527893999, |
|
"learning_rate": 4.896813904782162e-07, |
|
"logits": -1.5256472826004028, |
|
"logps": -84.62181091308594, |
|
"loss": 0.6495, |
|
"objective": 0.6450857520103455, |
|
"ranking_idealized": 0.5708333253860474, |
|
"ranking_idealized_expo": 0.5083333253860474, |
|
"ranking_simple": 0.5291666388511658, |
|
"regularize": 0.6450857520103455, |
|
"step": 65 |
|
}, |
|
{ |
|
"dpo_loss": 0.644597053527832, |
|
"dpo_wo_beta": -0.891067385673523, |
|
"epoch": 0.39678790741615494, |
|
"grad_norm": 13.789576838493705, |
|
"learning_rate": 4.858533249305336e-07, |
|
"logits": -1.6211374998092651, |
|
"logps": -86.41259002685547, |
|
"loss": 0.6533, |
|
"objective": 0.644597053527832, |
|
"ranking_idealized": 0.6000000238418579, |
|
"ranking_idealized_expo": 0.5166666507720947, |
|
"ranking_simple": 0.5208333134651184, |
|
"regularize": 0.644597053527832, |
|
"step": 70 |
|
}, |
|
{ |
|
"epoch": 0.40812470477090224, |
|
"eval_dpo_loss": 0.6884610056877136, |
|
"eval_dpo_wo_beta": -1.1473097801208496, |
|
"eval_logits": -1.6310690641403198, |
|
"eval_logps": -92.47576904296875, |
|
"eval_loss": 0.6768966913223267, |
|
"eval_objective": 0.6884610056877136, |
|
"eval_ranking_idealized": 0.5888429880142212, |
|
"eval_ranking_idealized_expo": 0.5092975497245789, |
|
"eval_ranking_simple": 0.5175619721412659, |
|
"eval_regularize": 0.6884610056877136, |
|
"eval_runtime": 210.9564, |
|
"eval_samples_per_second": 27.446, |
|
"eval_steps_per_second": 1.147, |
|
"step": 72 |
|
}, |
|
{ |
|
"dpo_loss": 0.6458336114883423, |
|
"dpo_wo_beta": -0.847459614276886, |
|
"epoch": 0.42512990080302315, |
|
"grad_norm": 13.350435766130868, |
|
"learning_rate": 4.814425954135785e-07, |
|
"logits": -1.6625837087631226, |
|
"logps": -86.4749755859375, |
|
"loss": 0.636, |
|
"objective": 0.6458336114883423, |
|
"ranking_idealized": 0.625, |
|
"ranking_idealized_expo": 0.5458333492279053, |
|
"ranking_simple": 0.5833333134651184, |
|
"regularize": 0.6458336114883423, |
|
"step": 75 |
|
}, |
|
{ |
|
"dpo_loss": 0.6464484930038452, |
|
"dpo_wo_beta": -0.9348036050796509, |
|
"epoch": 0.45347189418989137, |
|
"grad_norm": 13.762513071445667, |
|
"learning_rate": 4.764600984163808e-07, |
|
"logits": -1.7147225141525269, |
|
"logps": -86.26012420654297, |
|
"loss": 0.6326, |
|
"objective": 0.6464484930038452, |
|
"ranking_idealized": 0.5833333134651184, |
|
"ranking_idealized_expo": 0.5166666507720947, |
|
"ranking_simple": 0.5458333492279053, |
|
"regularize": 0.6464484930038452, |
|
"step": 80 |
|
}, |
|
{ |
|
"dpo_loss": 0.6432295441627502, |
|
"dpo_wo_beta": -1.0359190702438354, |
|
"epoch": 0.4818138875767596, |
|
"grad_norm": 13.87750405485222, |
|
"learning_rate": 4.70918142951239e-07, |
|
"logits": -1.6870180368423462, |
|
"logps": -85.32923889160156, |
|
"loss": 0.6336, |
|
"objective": 0.6432295441627502, |
|
"ranking_idealized": 0.6000000238418579, |
|
"ranking_idealized_expo": 0.5249999761581421, |
|
"ranking_simple": 0.5458333492279053, |
|
"regularize": 0.6432295441627502, |
|
"step": 85 |
|
}, |
|
{ |
|
"dpo_loss": 0.6311187744140625, |
|
"dpo_wo_beta": -0.9493275284767151, |
|
"epoch": 0.5101558809636277, |
|
"grad_norm": 14.792020412361724, |
|
"learning_rate": 4.6483042014491527e-07, |
|
"logits": -1.5992980003356934, |
|
"logps": -88.2070083618164, |
|
"loss": 0.6216, |
|
"objective": 0.6311187744140625, |
|
"ranking_idealized": 0.5458333492279053, |
|
"ranking_idealized_expo": 0.4749999940395355, |
|
"ranking_simple": 0.5041666626930237, |
|
"regularize": 0.6311187744140625, |
|
"step": 90 |
|
}, |
|
{ |
|
"dpo_loss": 0.595143735408783, |
|
"dpo_wo_beta": -0.8239250183105469, |
|
"epoch": 0.538497874350496, |
|
"grad_norm": 16.242182565245834, |
|
"learning_rate": 4.5821196941538334e-07, |
|
"logits": -1.6257656812667847, |
|
"logps": -87.32308197021484, |
|
"loss": 0.6157, |
|
"objective": 0.595143735408783, |
|
"ranking_idealized": 0.6291666626930237, |
|
"ranking_idealized_expo": 0.5458333492279053, |
|
"ranking_simple": 0.6041666865348816, |
|
"regularize": 0.595143735408783, |
|
"step": 95 |
|
}, |
|
{ |
|
"dpo_loss": 0.6018479466438293, |
|
"dpo_wo_beta": -1.0667775869369507, |
|
"epoch": 0.5668398677373642, |
|
"grad_norm": 16.965716669559736, |
|
"learning_rate": 4.510791413176912e-07, |
|
"logits": -1.6872950792312622, |
|
"logps": -88.73619842529297, |
|
"loss": 0.623, |
|
"objective": 0.6018479466438293, |
|
"ranking_idealized": 0.612500011920929, |
|
"ranking_idealized_expo": 0.5416666865348816, |
|
"ranking_simple": 0.5625, |
|
"regularize": 0.6018479466438293, |
|
"step": 100 |
|
}, |
|
{ |
|
"dpo_loss": 0.5836849808692932, |
|
"dpo_wo_beta": -0.7914173007011414, |
|
"epoch": 0.5951818611242324, |
|
"grad_norm": 14.695711016472089, |
|
"learning_rate": 4.434495571507234e-07, |
|
"logits": -1.606242299079895, |
|
"logps": -87.9868392944336, |
|
"loss": 0.604, |
|
"objective": 0.5836849808692932, |
|
"ranking_idealized": 0.625, |
|
"ranking_idealized_expo": 0.5333333611488342, |
|
"ranking_simple": 0.5833333134651184, |
|
"regularize": 0.5836849808692932, |
|
"step": 105 |
|
}, |
|
{ |
|
"epoch": 0.6121870571563534, |
|
"eval_dpo_loss": 0.6853068470954895, |
|
"eval_dpo_wo_beta": -1.3960636854171753, |
|
"eval_logits": -1.769094467163086, |
|
"eval_logps": -94.05838012695312, |
|
"eval_loss": 0.677278995513916, |
|
"eval_objective": 0.6853068470954895, |
|
"eval_ranking_idealized": 0.5888429880142212, |
|
"eval_ranking_idealized_expo": 0.5092975497245789, |
|
"eval_ranking_simple": 0.5185950398445129, |
|
"eval_regularize": 0.6853068470954895, |
|
"eval_runtime": 210.425, |
|
"eval_samples_per_second": 27.516, |
|
"eval_steps_per_second": 1.15, |
|
"step": 108 |
|
}, |
|
{ |
|
"dpo_loss": 0.6007120013237, |
|
"dpo_wo_beta": -0.8422455191612244, |
|
"epoch": 0.6235238545111006, |
|
"grad_norm": 15.750957422421227, |
|
"learning_rate": 4.353420654246546e-07, |
|
"logits": -1.7943415641784668, |
|
"logps": -86.3438491821289, |
|
"loss": 0.6054, |
|
"objective": 0.6007120013237, |
|
"ranking_idealized": 0.5708333253860474, |
|
"ranking_idealized_expo": 0.4541666805744171, |
|
"ranking_simple": 0.5166666507720947, |
|
"regularize": 0.6007120013237, |
|
"step": 110 |
|
}, |
|
{ |
|
"dpo_loss": 0.6109593510627747, |
|
"dpo_wo_beta": -1.0094329118728638, |
|
"epoch": 0.6518658478979689, |
|
"grad_norm": 16.233880140590145, |
|
"learning_rate": 4.2677669529663686e-07, |
|
"logits": -1.7633204460144043, |
|
"logps": -86.51942443847656, |
|
"loss": 0.6046, |
|
"objective": 0.6109593510627747, |
|
"ranking_idealized": 0.574999988079071, |
|
"ranking_idealized_expo": 0.4833333194255829, |
|
"ranking_simple": 0.5166666507720947, |
|
"regularize": 0.6109593510627747, |
|
"step": 115 |
|
}, |
|
{ |
|
"dpo_loss": 0.5903018712997437, |
|
"dpo_wo_beta": -0.9045132994651794, |
|
"epoch": 0.680207841284837, |
|
"grad_norm": 17.133679937634657, |
|
"learning_rate": 4.177746070897592e-07, |
|
"logits": -1.7159924507141113, |
|
"logps": -87.81356811523438, |
|
"loss": 0.5999, |
|
"objective": 0.5903018712997437, |
|
"ranking_idealized": 0.5874999761581421, |
|
"ranking_idealized_expo": 0.5291666388511658, |
|
"ranking_simple": 0.5791666507720947, |
|
"regularize": 0.5903018712997437, |
|
"step": 120 |
|
}, |
|
{ |
|
"dpo_loss": 0.6066262722015381, |
|
"dpo_wo_beta": -1.2728170156478882, |
|
"epoch": 0.7085498346717053, |
|
"grad_norm": 16.15790530794251, |
|
"learning_rate": 4.083580400175153e-07, |
|
"logits": -1.698543667793274, |
|
"logps": -88.70279693603516, |
|
"loss": 0.6139, |
|
"objective": 0.6066262722015381, |
|
"ranking_idealized": 0.625, |
|
"ranking_idealized_expo": 0.550000011920929, |
|
"ranking_simple": 0.5874999761581421, |
|
"regularize": 0.6066262722015381, |
|
"step": 125 |
|
}, |
|
{ |
|
"dpo_loss": 0.6065606474876404, |
|
"dpo_wo_beta": -1.1573857069015503, |
|
"epoch": 0.7368918280585735, |
|
"grad_norm": 16.556049529132082, |
|
"learning_rate": 3.9855025724292763e-07, |
|
"logits": -1.8358159065246582, |
|
"logps": -87.11023712158203, |
|
"loss": 0.6035, |
|
"objective": 0.6065606474876404, |
|
"ranking_idealized": 0.5416666865348816, |
|
"ranking_idealized_expo": 0.44999998807907104, |
|
"ranking_simple": 0.5166666507720947, |
|
"regularize": 0.6065606474876404, |
|
"step": 130 |
|
}, |
|
{ |
|
"dpo_loss": 0.6158966422080994, |
|
"dpo_wo_beta": -1.1439249515533447, |
|
"epoch": 0.7652338214454416, |
|
"grad_norm": 14.197353075079507, |
|
"learning_rate": 3.883754884080539e-07, |
|
"logits": -1.7928814888000488, |
|
"logps": -89.14883422851562, |
|
"loss": 0.594, |
|
"objective": 0.6158966422080994, |
|
"ranking_idealized": 0.5874999761581421, |
|
"ranking_idealized_expo": 0.5249999761581421, |
|
"ranking_simple": 0.5458333492279053, |
|
"regularize": 0.6158966422080994, |
|
"step": 135 |
|
}, |
|
{ |
|
"dpo_loss": 0.61494380235672, |
|
"dpo_wo_beta": -1.0414694547653198, |
|
"epoch": 0.7935758148323099, |
|
"grad_norm": 15.670852477907466, |
|
"learning_rate": 3.7785886977585555e-07, |
|
"logits": -1.711374282836914, |
|
"logps": -88.56974792480469, |
|
"loss": 0.5911, |
|
"objective": 0.61494380235672, |
|
"ranking_idealized": 0.5791666507720947, |
|
"ranking_idealized_expo": 0.5041666626930237, |
|
"ranking_simple": 0.5416666865348816, |
|
"regularize": 0.61494380235672, |
|
"step": 140 |
|
}, |
|
{ |
|
"epoch": 0.8162494095418045, |
|
"eval_dpo_loss": 0.6885914206504822, |
|
"eval_dpo_wo_beta": -1.5153368711471558, |
|
"eval_logits": -1.816495418548584, |
|
"eval_logps": -95.75775146484375, |
|
"eval_loss": 0.6774819493293762, |
|
"eval_objective": 0.6885914206504822, |
|
"eval_ranking_idealized": 0.5888429880142212, |
|
"eval_ranking_idealized_expo": 0.5092975497245789, |
|
"eval_ranking_simple": 0.5185950398445129, |
|
"eval_regularize": 0.6885914206504822, |
|
"eval_runtime": 210.8957, |
|
"eval_samples_per_second": 27.454, |
|
"eval_steps_per_second": 1.147, |
|
"step": 144 |
|
}, |
|
{ |
|
"dpo_loss": 0.5598483085632324, |
|
"dpo_wo_beta": -0.7996322512626648, |
|
"epoch": 0.821917808219178, |
|
"grad_norm": 14.122746042521586, |
|
"learning_rate": 3.670263821323034e-07, |
|
"logits": -1.738029956817627, |
|
"logps": -87.6530532836914, |
|
"loss": 0.5822, |
|
"objective": 0.5598483085632324, |
|
"ranking_idealized": 0.5416666865348816, |
|
"ranking_idealized_expo": 0.5, |
|
"ranking_simple": 0.5208333134651184, |
|
"regularize": 0.5598483085632324, |
|
"step": 145 |
|
}, |
|
{ |
|
"dpo_loss": 0.5972100496292114, |
|
"dpo_wo_beta": -0.8620439171791077, |
|
"epoch": 0.8502598016060463, |
|
"grad_norm": 14.65905297499526, |
|
"learning_rate": 3.5590478660213206e-07, |
|
"logits": -1.7470637559890747, |
|
"logps": -85.3743667602539, |
|
"loss": 0.5857, |
|
"objective": 0.5972100496292114, |
|
"ranking_idealized": 0.6166666746139526, |
|
"ranking_idealized_expo": 0.5416666865348816, |
|
"ranking_simple": 0.5791666507720947, |
|
"regularize": 0.5972100496292114, |
|
"step": 150 |
|
}, |
|
{ |
|
"dpo_loss": 0.5853369235992432, |
|
"dpo_wo_beta": -1.0713670253753662, |
|
"epoch": 0.8786017949929145, |
|
"grad_norm": 14.449237235852513, |
|
"learning_rate": 3.4452155853680454e-07, |
|
"logits": -1.7700653076171875, |
|
"logps": -85.30365753173828, |
|
"loss": 0.5778, |
|
"objective": 0.5853369235992432, |
|
"ranking_idealized": 0.612500011920929, |
|
"ranking_idealized_expo": 0.5083333253860474, |
|
"ranking_simple": 0.6000000238418579, |
|
"regularize": 0.5853369235992432, |
|
"step": 155 |
|
}, |
|
{ |
|
"dpo_loss": 0.579626202583313, |
|
"dpo_wo_beta": -1.0907135009765625, |
|
"epoch": 0.9069437883797827, |
|
"grad_norm": 16.128315234232378, |
|
"learning_rate": 3.3290481963801696e-07, |
|
"logits": -1.7416605949401855, |
|
"logps": -87.19976043701172, |
|
"loss": 0.5926, |
|
"objective": 0.579626202583313, |
|
"ranking_idealized": 0.5708333253860474, |
|
"ranking_idealized_expo": 0.49166667461395264, |
|
"ranking_simple": 0.5625, |
|
"regularize": 0.579626202583313, |
|
"step": 160 |
|
}, |
|
{ |
|
"dpo_loss": 0.561370313167572, |
|
"dpo_wo_beta": -1.004237174987793, |
|
"epoch": 0.9352857817666509, |
|
"grad_norm": 19.041287196836052, |
|
"learning_rate": 3.2108326848442503e-07, |
|
"logits": -1.71802818775177, |
|
"logps": -89.13147735595703, |
|
"loss": 0.574, |
|
"objective": 0.561370313167572, |
|
"ranking_idealized": 0.6041666865348816, |
|
"ranking_idealized_expo": 0.5208333134651184, |
|
"ranking_simple": 0.5916666388511658, |
|
"regularize": 0.561370313167572, |
|
"step": 165 |
|
}, |
|
{ |
|
"dpo_loss": 0.5719048976898193, |
|
"dpo_wo_beta": -0.9809625148773193, |
|
"epoch": 0.9636277751535192, |
|
"grad_norm": 18.87203490676025, |
|
"learning_rate": 3.0908610963322626e-07, |
|
"logits": -1.7574745416641235, |
|
"logps": -92.2130126953125, |
|
"loss": 0.5857, |
|
"objective": 0.5719048976898193, |
|
"ranking_idealized": 0.5791666507720947, |
|
"ranking_idealized_expo": 0.512499988079071, |
|
"ranking_simple": 0.5916666388511658, |
|
"regularize": 0.5719048976898193, |
|
"step": 170 |
|
}, |
|
{ |
|
"dpo_loss": 0.5651528239250183, |
|
"dpo_wo_beta": -0.7982299327850342, |
|
"epoch": 0.9919697685403873, |
|
"grad_norm": 15.136769327688043, |
|
"learning_rate": 2.969429814717456e-07, |
|
"logits": -1.6923960447311401, |
|
"logps": -93.54885864257812, |
|
"loss": 0.5728, |
|
"objective": 0.5651528239250183, |
|
"ranking_idealized": 0.6541666388511658, |
|
"ranking_idealized_expo": 0.574999988079071, |
|
"ranking_simple": 0.6166666746139526, |
|
"regularize": 0.5651528239250183, |
|
"step": 175 |
|
}, |
|
{ |
|
"dpo_loss": 0.541616678237915, |
|
"dpo_wo_beta": -0.9241905212402344, |
|
"epoch": 1.0203117619272555, |
|
"grad_norm": 14.869186889382515, |
|
"learning_rate": 2.846838829972671e-07, |
|
"logits": -1.8582412004470825, |
|
"logps": -90.80587005615234, |
|
"loss": 0.5482, |
|
"objective": 0.541616678237915, |
|
"ranking_idealized": 0.6166666746139526, |
|
"ranking_idealized_expo": 0.5416666865348816, |
|
"ranking_simple": 0.612500011920929, |
|
"regularize": 0.541616678237915, |
|
"step": 180 |
|
}, |
|
{ |
|
"epoch": 1.0203117619272555, |
|
"eval_dpo_loss": 0.6998419761657715, |
|
"eval_dpo_wo_beta": -1.868453025817871, |
|
"eval_logits": -1.8457019329071045, |
|
"eval_logps": -98.13460540771484, |
|
"eval_loss": 0.6859121918678284, |
|
"eval_objective": 0.6998419761657715, |
|
"eval_ranking_idealized": 0.5888429880142212, |
|
"eval_ranking_idealized_expo": 0.5092975497245789, |
|
"eval_ranking_simple": 0.5237603187561035, |
|
"eval_regularize": 0.6998419761657715, |
|
"eval_runtime": 211.2462, |
|
"eval_samples_per_second": 27.409, |
|
"eval_steps_per_second": 1.146, |
|
"step": 180 |
|
}, |
|
{ |
|
"dpo_loss": 0.5197845697402954, |
|
"dpo_wo_beta": -0.6562149524688721, |
|
"epoch": 1.0486537553141237, |
|
"grad_norm": 15.717261963609046, |
|
"learning_rate": 2.7233909970599426e-07, |
|
"logits": -1.735451579093933, |
|
"logps": -90.08293914794922, |
|
"loss": 0.5338, |
|
"objective": 0.5197845697402954, |
|
"ranking_idealized": 0.5833333134651184, |
|
"ranking_idealized_expo": 0.49166667461395264, |
|
"ranking_simple": 0.5833333134651184, |
|
"regularize": 0.5197845697402954, |
|
"step": 185 |
|
}, |
|
{ |
|
"dpo_loss": 0.5209748148918152, |
|
"dpo_wo_beta": -0.7339054942131042, |
|
"epoch": 1.076995748700992, |
|
"grad_norm": 15.852085328699776, |
|
"learning_rate": 2.5993912877423147e-07, |
|
"logits": -1.7829344272613525, |
|
"logps": -91.87959289550781, |
|
"loss": 0.5286, |
|
"objective": 0.5209748148918152, |
|
"ranking_idealized": 0.625, |
|
"ranking_idealized_expo": 0.5541666746139526, |
|
"ranking_simple": 0.6166666746139526, |
|
"regularize": 0.5209748148918152, |
|
"step": 190 |
|
}, |
|
{ |
|
"dpo_loss": 0.5032804608345032, |
|
"dpo_wo_beta": -0.56788170337677, |
|
"epoch": 1.10533774208786, |
|
"grad_norm": 18.497871574750942, |
|
"learning_rate": 2.475146037166176e-07, |
|
"logits": -1.726409912109375, |
|
"logps": -91.2437744140625, |
|
"loss": 0.5213, |
|
"objective": 0.5032804608345032, |
|
"ranking_idealized": 0.6333333253860474, |
|
"ranking_idealized_expo": 0.5666666626930237, |
|
"ranking_simple": 0.6416666507720947, |
|
"regularize": 0.5032804608345032, |
|
"step": 195 |
|
}, |
|
{ |
|
"dpo_loss": 0.5304009914398193, |
|
"dpo_wo_beta": -0.8262697458267212, |
|
"epoch": 1.1336797354747283, |
|
"grad_norm": 17.200667685474183, |
|
"learning_rate": 2.3509621870754504e-07, |
|
"logits": -1.8239718675613403, |
|
"logps": -90.6737289428711, |
|
"loss": 0.5178, |
|
"objective": 0.5304009914398193, |
|
"ranking_idealized": 0.6000000238418579, |
|
"ranking_idealized_expo": 0.5083333253860474, |
|
"ranking_simple": 0.574999988079071, |
|
"regularize": 0.5304009914398193, |
|
"step": 200 |
|
}, |
|
{ |
|
"dpo_loss": 0.5203301310539246, |
|
"dpo_wo_beta": -0.938244640827179, |
|
"epoch": 1.1620217288615966, |
|
"grad_norm": 17.29293963157863, |
|
"learning_rate": 2.2271465275271983e-07, |
|
"logits": -1.799241304397583, |
|
"logps": -92.73731994628906, |
|
"loss": 0.5275, |
|
"objective": 0.5203301310539246, |
|
"ranking_idealized": 0.5708333253860474, |
|
"ranking_idealized_expo": 0.49166667461395264, |
|
"ranking_simple": 0.574999988079071, |
|
"regularize": 0.5203301310539246, |
|
"step": 205 |
|
}, |
|
{ |
|
"dpo_loss": 0.5207778811454773, |
|
"dpo_wo_beta": -0.8990126252174377, |
|
"epoch": 1.1903637222484649, |
|
"grad_norm": 16.801298356601897, |
|
"learning_rate": 2.1040049389819624e-07, |
|
"logits": -1.8129061460494995, |
|
"logps": -92.11985778808594, |
|
"loss": 0.5172, |
|
"objective": 0.5207778811454773, |
|
"ranking_idealized": 0.5833333134651184, |
|
"ranking_idealized_expo": 0.5, |
|
"ranking_simple": 0.574999988079071, |
|
"regularize": 0.5207778811454773, |
|
"step": 210 |
|
}, |
|
{ |
|
"dpo_loss": 0.5303699374198914, |
|
"dpo_wo_beta": -0.8046938180923462, |
|
"epoch": 1.2187057156353331, |
|
"grad_norm": 15.406676908767183, |
|
"learning_rate": 1.9818416366412275e-07, |
|
"logits": -1.757646918296814, |
|
"logps": -91.60792541503906, |
|
"loss": 0.5171, |
|
"objective": 0.5303699374198914, |
|
"ranking_idealized": 0.5583333373069763, |
|
"ranking_idealized_expo": 0.4833333194255829, |
|
"ranking_simple": 0.5791666507720947, |
|
"regularize": 0.5303699374198914, |
|
"step": 215 |
|
}, |
|
{ |
|
"epoch": 1.2243741143127067, |
|
"eval_dpo_loss": 0.7003704905509949, |
|
"eval_dpo_wo_beta": -2.0594191551208496, |
|
"eval_logits": -1.885943055152893, |
|
"eval_logps": -99.3935775756836, |
|
"eval_loss": 0.6891233325004578, |
|
"eval_objective": 0.7003704905509949, |
|
"eval_ranking_idealized": 0.5888429880142212, |
|
"eval_ranking_idealized_expo": 0.5092975497245789, |
|
"eval_ranking_simple": 0.5247933864593506, |
|
"eval_regularize": 0.7003704905509949, |
|
"eval_runtime": 210.3607, |
|
"eval_samples_per_second": 27.524, |
|
"eval_steps_per_second": 1.15, |
|
"step": 216 |
|
}, |
|
{ |
|
"dpo_loss": 0.5014426112174988, |
|
"dpo_wo_beta": -0.6835492849349976, |
|
"epoch": 1.2470477090222012, |
|
"grad_norm": 17.734567216291715, |
|
"learning_rate": 1.8609584188988133e-07, |
|
"logits": -1.7417553663253784, |
|
"logps": -91.04163360595703, |
|
"loss": 0.5162, |
|
"objective": 0.5014426112174988, |
|
"ranking_idealized": 0.6541666388511658, |
|
"ranking_idealized_expo": 0.6041666865348816, |
|
"ranking_simple": 0.6583333611488342, |
|
"regularize": 0.5014426112174988, |
|
"step": 220 |
|
}, |
|
{ |
|
"dpo_loss": 0.5014557242393494, |
|
"dpo_wo_beta": -0.8168562650680542, |
|
"epoch": 1.2753897024090695, |
|
"grad_norm": 16.95873203496136, |
|
"learning_rate": 1.741653921762879e-07, |
|
"logits": -1.8029441833496094, |
|
"logps": -92.49475860595703, |
|
"loss": 0.5135, |
|
"objective": 0.5014557242393494, |
|
"ranking_idealized": 0.6166666746139526, |
|
"ranking_idealized_expo": 0.5333333611488342, |
|
"ranking_simple": 0.6291666626930237, |
|
"regularize": 0.5014557242393494, |
|
"step": 225 |
|
}, |
|
{ |
|
"dpo_loss": 0.5178931355476379, |
|
"dpo_wo_beta": -0.9624936580657959, |
|
"epoch": 1.3037316957959377, |
|
"grad_norm": 16.74959646013195, |
|
"learning_rate": 1.624222881090439e-07, |
|
"logits": -1.7226511240005493, |
|
"logps": -91.97869110107422, |
|
"loss": 0.5168, |
|
"objective": 0.5178931355476379, |
|
"ranking_idealized": 0.5791666507720947, |
|
"ranking_idealized_expo": 0.5041666626930237, |
|
"ranking_simple": 0.5833333134651184, |
|
"regularize": 0.5178931355476379, |
|
"step": 230 |
|
}, |
|
{ |
|
"dpo_loss": 0.504324197769165, |
|
"dpo_wo_beta": -0.7607553601264954, |
|
"epoch": 1.3320736891828058, |
|
"grad_norm": 16.27709469673636, |
|
"learning_rate": 1.5089554044570149e-07, |
|
"logits": -1.8560264110565186, |
|
"logps": -91.13007354736328, |
|
"loss": 0.5205, |
|
"objective": 0.504324197769165, |
|
"ranking_idealized": 0.6041666865348816, |
|
"ranking_idealized_expo": 0.4833333194255829, |
|
"ranking_simple": 0.6291666626930237, |
|
"regularize": 0.504324197769165, |
|
"step": 235 |
|
}, |
|
{ |
|
"dpo_loss": 0.5133432745933533, |
|
"dpo_wo_beta": -0.8683770298957825, |
|
"epoch": 1.360415682569674, |
|
"grad_norm": 17.129996913619507, |
|
"learning_rate": 1.3961362544602212e-07, |
|
"logits": -1.8072270154953003, |
|
"logps": -92.90058898925781, |
|
"loss": 0.5032, |
|
"objective": 0.5133432745933533, |
|
"ranking_idealized": 0.5541666746139526, |
|
"ranking_idealized_expo": 0.4791666567325592, |
|
"ranking_simple": 0.574999988079071, |
|
"regularize": 0.5133432745933533, |
|
"step": 240 |
|
}, |
|
{ |
|
"dpo_loss": 0.5124314427375793, |
|
"dpo_wo_beta": -0.7547214031219482, |
|
"epoch": 1.3887576759565423, |
|
"grad_norm": 16.459721846313148, |
|
"learning_rate": 1.2860441452278574e-07, |
|
"logits": -1.829980731010437, |
|
"logps": -92.37997436523438, |
|
"loss": 0.5115, |
|
"objective": 0.5124314427375793, |
|
"ranking_idealized": 0.5916666388511658, |
|
"ranking_idealized_expo": 0.5208333134651184, |
|
"ranking_simple": 0.6083333492279053, |
|
"regularize": 0.5124314427375793, |
|
"step": 245 |
|
}, |
|
{ |
|
"dpo_loss": 0.5035055875778198, |
|
"dpo_wo_beta": -0.7095458507537842, |
|
"epoch": 1.4170996693434104, |
|
"grad_norm": 15.886363535231352, |
|
"learning_rate": 1.1789510538684522e-07, |
|
"logits": -1.8016122579574585, |
|
"logps": -92.37277221679688, |
|
"loss": 0.5093, |
|
"objective": 0.5035055875778198, |
|
"ranking_idealized": 0.574999988079071, |
|
"ranking_idealized_expo": 0.47083333134651184, |
|
"ranking_simple": 0.5791666507720947, |
|
"regularize": 0.5035055875778198, |
|
"step": 250 |
|
}, |
|
{ |
|
"epoch": 1.4284364666981577, |
|
"eval_dpo_loss": 0.7118967771530151, |
|
"eval_dpo_wo_beta": -2.3164827823638916, |
|
"eval_logits": -1.896795630455017, |
|
"eval_logps": -102.08467102050781, |
|
"eval_loss": 0.6999199986457825, |
|
"eval_objective": 0.7118967771530151, |
|
"eval_ranking_idealized": 0.5888429880142212, |
|
"eval_ranking_idealized_expo": 0.5092975497245789, |
|
"eval_ranking_simple": 0.5237603187561035, |
|
"eval_regularize": 0.7118967771530151, |
|
"eval_runtime": 210.1951, |
|
"eval_samples_per_second": 27.546, |
|
"eval_steps_per_second": 1.151, |
|
"step": 252 |
|
}, |
|
{ |
|
"dpo_loss": 0.5017536282539368, |
|
"dpo_wo_beta": -0.8617421388626099, |
|
"epoch": 1.4454416627302786, |
|
"grad_norm": 18.01058733365972, |
|
"learning_rate": 1.0751215485652643e-07, |
|
"logits": -1.7449065446853638, |
|
"logps": -94.58292388916016, |
|
"loss": 0.5028, |
|
"objective": 0.5017536282539368, |
|
"ranking_idealized": 0.6166666746139526, |
|
"ranking_idealized_expo": 0.5458333492279053, |
|
"ranking_simple": 0.6291666626930237, |
|
"regularize": 0.5017536282539368, |
|
"step": 255 |
|
}, |
|
{ |
|
"dpo_loss": 0.49517151713371277, |
|
"dpo_wo_beta": -0.7506776452064514, |
|
"epoch": 1.473783656117147, |
|
"grad_norm": 17.81035746121776, |
|
"learning_rate": 9.748121349736891e-08, |
|
"logits": -1.817198634147644, |
|
"logps": -95.67717742919922, |
|
"loss": 0.5086, |
|
"objective": 0.49517151713371277, |
|
"ranking_idealized": 0.5666666626930237, |
|
"ranking_idealized_expo": 0.48750001192092896, |
|
"ranking_simple": 0.5791666507720947, |
|
"regularize": 0.49517151713371277, |
|
"step": 260 |
|
}, |
|
{ |
|
"dpo_loss": 0.5204591751098633, |
|
"dpo_wo_beta": -1.0298762321472168, |
|
"epoch": 1.5021256495040152, |
|
"grad_norm": 16.358665885069936, |
|
"learning_rate": 8.78270622536716e-08, |
|
"logits": -1.7978217601776123, |
|
"logps": -93.08860778808594, |
|
"loss": 0.5031, |
|
"objective": 0.5204591751098633, |
|
"ranking_idealized": 0.5791666507720947, |
|
"ranking_idealized_expo": 0.5083333253860474, |
|
"ranking_simple": 0.5916666388511658, |
|
"regularize": 0.5204591751098633, |
|
"step": 265 |
|
}, |
|
{ |
|
"dpo_loss": 0.5112512111663818, |
|
"dpo_wo_beta": -0.8745156526565552, |
|
"epoch": 1.5304676428908834, |
|
"grad_norm": 16.95418568294612, |
|
"learning_rate": 7.857355122839673e-08, |
|
"logits": -1.7797691822052002, |
|
"logps": -95.0974349975586, |
|
"loss": 0.5001, |
|
"objective": 0.5112512111663818, |
|
"ranking_idealized": 0.574999988079071, |
|
"ranking_idealized_expo": 0.5083333253860474, |
|
"ranking_simple": 0.612500011920929, |
|
"regularize": 0.5112512111663818, |
|
"step": 270 |
|
}, |
|
{ |
|
"dpo_loss": 0.4850163459777832, |
|
"dpo_wo_beta": -0.7579888105392456, |
|
"epoch": 1.5588096362777515, |
|
"grad_norm": 16.810103741459905, |
|
"learning_rate": 6.97435407626708e-08, |
|
"logits": -1.7828667163848877, |
|
"logps": -95.46377563476562, |
|
"loss": 0.5032, |
|
"objective": 0.4850163459777832, |
|
"ranking_idealized": 0.6208333373069763, |
|
"ranking_idealized_expo": 0.5249999761581421, |
|
"ranking_simple": 0.6208333373069763, |
|
"regularize": 0.4850163459777832, |
|
"step": 275 |
|
}, |
|
{ |
|
"dpo_loss": 0.500173032283783, |
|
"dpo_wo_beta": -0.9343259334564209, |
|
"epoch": 1.5871516296646198, |
|
"grad_norm": 19.77407532453596, |
|
"learning_rate": 6.135884496044244e-08, |
|
"logits": -1.7596685886383057, |
|
"logps": -94.32428741455078, |
|
"loss": 0.5082, |
|
"objective": 0.500173032283783, |
|
"ranking_idealized": 0.574999988079071, |
|
"ranking_idealized_expo": 0.5041666626930237, |
|
"ranking_simple": 0.5916666388511658, |
|
"regularize": 0.500173032283783, |
|
"step": 280 |
|
}, |
|
{ |
|
"dpo_loss": 0.4930657148361206, |
|
"dpo_wo_beta": -0.8764402270317078, |
|
"epoch": 1.615493623051488, |
|
"grad_norm": 17.882115521129325, |
|
"learning_rate": 5.344017779781834e-08, |
|
"logits": -1.8836300373077393, |
|
"logps": -95.88809967041016, |
|
"loss": 0.4986, |
|
"objective": 0.4930657148361206, |
|
"ranking_idealized": 0.5874999761581421, |
|
"ranking_idealized_expo": 0.512499988079071, |
|
"ranking_simple": 0.6416666507720947, |
|
"regularize": 0.4930657148361206, |
|
"step": 285 |
|
}, |
|
{ |
|
"epoch": 1.632498819083609, |
|
"eval_dpo_loss": 0.7089951038360596, |
|
"eval_dpo_wo_beta": -2.2741074562072754, |
|
"eval_logits": -1.9005335569381714, |
|
"eval_logps": -102.14405059814453, |
|
"eval_loss": 0.69806969165802, |
|
"eval_objective": 0.7089951038360596, |
|
"eval_ranking_idealized": 0.5888429880142212, |
|
"eval_ranking_idealized_expo": 0.5092975497245789, |
|
"eval_ranking_simple": 0.5278925895690918, |
|
"eval_regularize": 0.7089951038360596, |
|
"eval_runtime": 210.3642, |
|
"eval_samples_per_second": 27.524, |
|
"eval_steps_per_second": 1.15, |
|
"step": 288 |
|
}, |
|
{ |
|
"dpo_loss": 0.48574885725975037, |
|
"dpo_wo_beta": -0.6394420266151428, |
|
"epoch": 1.643835616438356, |
|
"grad_norm": 18.69303873982025, |
|
"learning_rate": 4.600710195020982e-08, |
|
"logits": -1.8818236589431763, |
|
"logps": -93.7010726928711, |
|
"loss": 0.4998, |
|
"objective": 0.48574885725975037, |
|
"ranking_idealized": 0.612500011920929, |
|
"ranking_idealized_expo": 0.5625, |
|
"ranking_simple": 0.6666666865348816, |
|
"regularize": 0.48574885725975037, |
|
"step": 290 |
|
}, |
|
{ |
|
"dpo_loss": 0.48394453525543213, |
|
"dpo_wo_beta": -0.8024871945381165, |
|
"epoch": 1.6721776098252243, |
|
"grad_norm": 16.956110275905026, |
|
"learning_rate": 3.9077980463711384e-08, |
|
"logits": -1.762637734413147, |
|
"logps": -92.77220153808594, |
|
"loss": 0.5044, |
|
"objective": 0.48394453525543213, |
|
"ranking_idealized": 0.5791666507720947, |
|
"ranking_idealized_expo": 0.4749999940395355, |
|
"ranking_simple": 0.6208333373069763, |
|
"regularize": 0.48394453525543213, |
|
"step": 295 |
|
}, |
|
{ |
|
"dpo_loss": 0.49569427967071533, |
|
"dpo_wo_beta": -0.9217907190322876, |
|
"epoch": 1.7005196032120926, |
|
"grad_norm": 16.550791676698843, |
|
"learning_rate": 3.2669931390104374e-08, |
|
"logits": -1.8427069187164307, |
|
"logps": -94.1619873046875, |
|
"loss": 0.5001, |
|
"objective": 0.49569427967071533, |
|
"ranking_idealized": 0.6583333611488342, |
|
"ranking_idealized_expo": 0.574999988079071, |
|
"ranking_simple": 0.6499999761581421, |
|
"regularize": 0.49569427967071533, |
|
"step": 300 |
|
}, |
|
{ |
|
"dpo_loss": 0.5322020053863525, |
|
"dpo_wo_beta": -1.2344766855239868, |
|
"epoch": 1.7288615965989607, |
|
"grad_norm": 18.336457660232934, |
|
"learning_rate": 2.679878549755618e-08, |
|
"logits": -1.769299864768982, |
|
"logps": -94.73688507080078, |
|
"loss": 0.5077, |
|
"objective": 0.5322020053863525, |
|
"ranking_idealized": 0.5625, |
|
"ranking_idealized_expo": 0.5083333253860474, |
|
"ranking_simple": 0.6041666865348816, |
|
"regularize": 0.5322020053863525, |
|
"step": 305 |
|
}, |
|
{ |
|
"dpo_loss": 0.5099295973777771, |
|
"dpo_wo_beta": -0.9262399077415466, |
|
"epoch": 1.7572035899858292, |
|
"grad_norm": 17.848858958468, |
|
"learning_rate": 2.147904716149135e-08, |
|
"logits": -1.8594757318496704, |
|
"logps": -91.70903015136719, |
|
"loss": 0.5042, |
|
"objective": 0.5099295973777771, |
|
"ranking_idealized": 0.6083333492279053, |
|
"ranking_idealized_expo": 0.5249999761581421, |
|
"ranking_simple": 0.6166666746139526, |
|
"regularize": 0.5099295973777771, |
|
"step": 310 |
|
}, |
|
{ |
|
"dpo_loss": 0.5144280791282654, |
|
"dpo_wo_beta": -0.8178034424781799, |
|
"epoch": 1.7855455833726972, |
|
"grad_norm": 16.57904461321692, |
|
"learning_rate": 1.6723858532249778e-08, |
|
"logits": -1.753740906715393, |
|
"logps": -92.84646606445312, |
|
"loss": 0.5027, |
|
"objective": 0.5144280791282654, |
|
"ranking_idealized": 0.6041666865348816, |
|
"ranking_idealized_expo": 0.5083333253860474, |
|
"ranking_simple": 0.5874999761581421, |
|
"regularize": 0.5144280791282654, |
|
"step": 315 |
|
}, |
|
{ |
|
"dpo_loss": 0.5112444162368774, |
|
"dpo_wo_beta": -0.9777346253395081, |
|
"epoch": 1.8138875767595655, |
|
"grad_norm": 18.774453505894844, |
|
"learning_rate": 1.254496706805433e-08, |
|
"logits": -1.8467546701431274, |
|
"logps": -95.57693481445312, |
|
"loss": 0.5055, |
|
"objective": 0.5112444162368774, |
|
"ranking_idealized": 0.6000000238418579, |
|
"ranking_idealized_expo": 0.5, |
|
"ranking_simple": 0.5958333611488342, |
|
"regularize": 0.5112444162368774, |
|
"step": 320 |
|
}, |
|
{ |
|
"epoch": 1.83656117146906, |
|
"eval_dpo_loss": 0.7079721689224243, |
|
"eval_dpo_wo_beta": -2.264868974685669, |
|
"eval_logits": -1.8981069326400757, |
|
"eval_logps": -101.57964324951172, |
|
"eval_loss": 0.6964598298072815, |
|
"eval_objective": 0.7079721689224243, |
|
"eval_ranking_idealized": 0.5888429880142212, |
|
"eval_ranking_idealized_expo": 0.5092975497245789, |
|
"eval_ranking_simple": 0.5278925895690918, |
|
"eval_regularize": 0.7079721689224243, |
|
"eval_runtime": 210.0424, |
|
"eval_samples_per_second": 27.566, |
|
"eval_steps_per_second": 1.152, |
|
"step": 324 |
|
}, |
|
{ |
|
"epoch": 1.83656117146906, |
|
"step": 324, |
|
"total_flos": 0.0, |
|
"train_loss": 0.29064991334338247, |
|
"train_runtime": 6418.0206, |
|
"train_samples_per_second": 15.831, |
|
"train_steps_per_second": 0.055 |
|
} |
|
], |
|
"logging_steps": 5, |
|
"max_steps": 352, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 2, |
|
"save_steps": 36, |
|
"stateful_callbacks": { |
|
"EarlyStoppingCallback": { |
|
"args": { |
|
"early_stopping_patience": 3, |
|
"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 |
|
} |
|
|