Rize-0.6-tiny / trainer_state.json
masatof's picture
Upload folder using huggingface_hub
2a2723a verified
Raw
History Blame Contribute Delete
33.7 kB
{
"best_global_step": null,
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 1.0,
"eval_steps": 500,
"global_step": 300,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.03333333333333333,
"grad_norm": 10.375,
"learning_rate": 1.8e-07,
"loss": 2.1128,
"slime/anchor_loss": 0.5652838359801535,
"slime/chosen_len": 1131.75390625,
"slime/chosen_logp": -1.2561863364077,
"slime/chosen_sft_loss": 1.2561863364077,
"slime/chosen_sft_weighted_loss": 0.025123726156539305,
"slime/dist_loss": 0.018970487654221914,
"slime/hard_satisfied": 0.33203125,
"slime/loss": 2.1128057595517022,
"slime/margin": 0.19336955933831632,
"slime/rejected_len": 2604.171875,
"slime/rejected_logp": -1.449555895573576,
"slime/rejected_stabilizer": 7.517138462670846,
"slime/soft_gate": 0.4965854723122902,
"slime/stabilize_loss": 1.5034277173785084,
"source_mix/carefully": 0.1796875,
"source_mix/dolci-inst": 0.13046875,
"source_mix/dolci-think": 0.128125,
"source_mix/japanese": 0.134375,
"source_mix/math": 0.140625,
"source_mix/nvidia-cascade": 0.25078125,
"source_mix/self-intro": 0.0359375,
"step": 10
},
{
"epoch": 0.06666666666666667,
"grad_norm": 270.0,
"learning_rate": 3.7999999999999996e-07,
"loss": 2.0585,
"slime/anchor_loss": 0.5715644719993861,
"slime/chosen_len": 1118.2375,
"slime/chosen_logp": -1.2701433055754705,
"slime/chosen_sft_loss": 1.2701433055754705,
"slime/chosen_sft_weighted_loss": 0.025402865548713117,
"slime/dist_loss": 0.018322167105907283,
"slime/hard_satisfied": 0.3109375,
"slime/loss": 2.0585288689151637,
"slime/margin": 0.1740653719578404,
"slime/rejected_len": 2716.92578125,
"slime/rejected_logp": -1.4442086774139853,
"slime/rejected_stabilizer": 7.2161967355583325,
"slime/soft_gate": 0.4972848696401343,
"slime/stabilize_loss": 1.4432393665541894,
"source_mix/carefully": 0.171875,
"source_mix/dolci-inst": 0.1328125,
"source_mix/dolci-think": 0.11875,
"source_mix/japanese": 0.12421875,
"source_mix/math": 0.13515625,
"source_mix/nvidia-cascade": 0.275,
"source_mix/self-intro": 0.0421875,
"step": 20
},
{
"epoch": 0.1,
"grad_norm": 64.5,
"learning_rate": 5.8e-07,
"loss": 2.0348,
"slime/anchor_loss": 0.5777066876407844,
"slime/chosen_len": 1126.65390625,
"slime/chosen_logp": -1.283792673991411,
"slime/chosen_sft_loss": 1.283792673991411,
"slime/chosen_sft_weighted_loss": 0.025675852919619047,
"slime/dist_loss": 0.01966060851878524,
"slime/hard_satisfied": 0.30078125,
"slime/loss": 2.0347598268243017,
"slime/margin": 0.16343559486558662,
"slime/rejected_len": 2952.1328125,
"slime/rejected_logp": -1.4472282689312124,
"slime/rejected_stabilizer": 7.05858330585761,
"slime/soft_gate": 0.49771429020911456,
"slime/stabilize_loss": 1.4117166813746735,
"source_mix/carefully": 0.17421875,
"source_mix/dolci-inst": 0.13203125,
"source_mix/dolci-think": 0.12421875,
"source_mix/japanese": 0.12734375,
"source_mix/math": 0.14453125,
"source_mix/nvidia-cascade": 0.24921875,
"source_mix/self-intro": 0.0484375,
"step": 30
},
{
"epoch": 0.13333333333333333,
"grad_norm": 13.5,
"learning_rate": 7.799999999999999e-07,
"loss": 2.1862,
"slime/anchor_loss": 0.5970213656022679,
"slime/chosen_len": 1085.8375,
"slime/chosen_logp": -1.3267141812248155,
"slime/chosen_sft_loss": 1.3267141812248155,
"slime/chosen_sft_weighted_loss": 0.026534283025539195,
"slime/dist_loss": 0.019207629275163285,
"slime/hard_satisfied": 0.29609375,
"slime/loss": 2.1861922092386523,
"slime/margin": 0.17782343912986107,
"slime/rejected_len": 2872.32890625,
"slime/rejected_logp": -1.5045376207468508,
"slime/rejected_stabilizer": 7.717144486965845,
"slime/soft_gate": 0.49718887559138236,
"slime/stabilize_loss": 1.5434289268159773,
"source_mix/carefully": 0.18203125,
"source_mix/dolci-inst": 0.115625,
"source_mix/dolci-think": 0.12734375,
"source_mix/japanese": 0.13203125,
"source_mix/math": 0.1328125,
"source_mix/nvidia-cascade": 0.26328125,
"source_mix/self-intro": 0.046875,
"step": 40
},
{
"epoch": 0.16666666666666666,
"grad_norm": 34.5,
"learning_rate": 9.8e-07,
"loss": 1.9821,
"slime/anchor_loss": 0.5981764935819228,
"slime/chosen_len": 1107.9546875,
"slime/chosen_logp": -1.3292811316568987,
"slime/chosen_sft_loss": 1.3292811316568987,
"slime/chosen_sft_weighted_loss": 0.026585622042512115,
"slime/dist_loss": 0.02136569871681928,
"slime/hard_satisfied": 0.25234375,
"slime/loss": 1.9820999772753567,
"slime/margin": 0.07440594642976066,
"slime/rejected_len": 2603.40625,
"slime/rejected_logp": -1.4036870779033053,
"slime/rejected_stabilizer": 6.679860710317735,
"slime/soft_gate": 0.5009892466012389,
"slime/stabilize_loss": 1.3359721658394847,
"source_mix/carefully": 0.178125,
"source_mix/dolci-inst": 0.11875,
"source_mix/dolci-think": 0.13359375,
"source_mix/japanese": 0.12578125,
"source_mix/math": 0.1265625,
"source_mix/nvidia-cascade": 0.275,
"source_mix/self-intro": 0.0421875,
"step": 50
},
{
"epoch": 0.2,
"grad_norm": 20.875,
"learning_rate": 1.18e-06,
"loss": 2.0138,
"slime/anchor_loss": 0.5834041117399466,
"slime/chosen_len": 1091.12109375,
"slime/chosen_logp": -1.2964536144820158,
"slime/chosen_sft_loss": 1.2964536144820158,
"slime/chosen_sft_weighted_loss": 0.025929071675750492,
"slime/dist_loss": 0.02069701280749996,
"slime/hard_satisfied": 0.28046875,
"slime/loss": 2.0138427876867353,
"slime/margin": 0.12427767315530218,
"slime/rejected_len": 2604.715625,
"slime/rejected_logp": -1.4207312876413198,
"slime/rejected_stabilizer": 6.91906284771976,
"slime/soft_gate": 0.4991721922764555,
"slime/stabilize_loss": 1.3838125903435867,
"source_mix/carefully": 0.1578125,
"source_mix/dolci-inst": 0.14609375,
"source_mix/dolci-think": 0.11171875,
"source_mix/japanese": 0.115625,
"source_mix/math": 0.13125,
"source_mix/nvidia-cascade": 0.28984375,
"source_mix/self-intro": 0.04765625,
"step": 60
},
{
"epoch": 0.23333333333333334,
"grad_norm": 6.09375,
"learning_rate": 1.38e-06,
"loss": 2.093,
"slime/anchor_loss": 0.5975191399382311,
"slime/chosen_len": 1169.30859375,
"slime/chosen_logp": -1.3278203454508912,
"slime/chosen_sft_loss": 1.3278203454508912,
"slime/chosen_sft_weighted_loss": 0.02655640635189229,
"slime/dist_loss": 0.02211085479052599,
"slime/hard_satisfied": 0.28359375,
"slime/loss": 2.0930444569152313,
"slime/margin": 0.11257743685273454,
"slime/rejected_len": 2785.41328125,
"slime/rejected_logp": -1.4403977824331378,
"slime/rejected_stabilizer": 7.234290163306286,
"slime/soft_gate": 0.49962827693670986,
"slime/stabilize_loss": 1.4468580567918252,
"source_mix/carefully": 0.17890625,
"source_mix/dolci-inst": 0.1203125,
"source_mix/dolci-think": 0.11875,
"source_mix/japanese": 0.140625,
"source_mix/math": 0.134375,
"source_mix/nvidia-cascade": 0.2640625,
"source_mix/self-intro": 0.04296875,
"step": 70
},
{
"epoch": 0.26666666666666666,
"grad_norm": 84.5,
"learning_rate": 1.58e-06,
"loss": 1.938,
"slime/anchor_loss": 0.5820682898134691,
"slime/chosen_len": 1132.0359375,
"slime/chosen_logp": -1.2934851201134734,
"slime/chosen_sft_loss": 1.2934851201134734,
"slime/chosen_sft_weighted_loss": 0.02586970183710946,
"slime/dist_loss": 0.02047131769329553,
"slime/hard_satisfied": 0.28671875,
"slime/loss": 1.9379910714080324,
"slime/margin": 0.10804048473073635,
"slime/rejected_len": 2687.40234375,
"slime/rejected_logp": -1.4015256044144109,
"slime/rejected_stabilizer": 6.547908684506547,
"slime/soft_gate": 0.499736803304404,
"slime/stabilize_loss": 1.3095817611982057,
"source_mix/carefully": 0.17734375,
"source_mix/dolci-inst": 0.13125,
"source_mix/dolci-think": 0.121875,
"source_mix/japanese": 0.12890625,
"source_mix/math": 0.13203125,
"source_mix/nvidia-cascade": 0.26015625,
"source_mix/self-intro": 0.0484375,
"step": 80
},
{
"epoch": 0.3,
"grad_norm": 32.5,
"learning_rate": 1.78e-06,
"loss": 1.9334,
"slime/anchor_loss": 0.585230390515062,
"slime/chosen_len": 1031.903125,
"slime/chosen_logp": -1.300512012524996,
"slime/chosen_sft_loss": 1.300512012524996,
"slime/chosen_sft_weighted_loss": 0.026010239717879812,
"slime/dist_loss": 0.020852691849732707,
"slime/hard_satisfied": 0.28203125,
"slime/loss": 1.9333723544841632,
"slime/margin": 0.10233128607505933,
"slime/rejected_len": 2716.9671875,
"slime/rejected_logp": -1.4028432980827348,
"slime/rejected_stabilizer": 6.5063950447482055,
"slime/soft_gate": 0.499991340667475,
"slime/stabilize_loss": 1.301279031730519,
"source_mix/carefully": 0.165625,
"source_mix/dolci-inst": 0.128125,
"source_mix/dolci-think": 0.12578125,
"source_mix/japanese": 0.13203125,
"source_mix/math": 0.12734375,
"source_mix/nvidia-cascade": 0.27265625,
"source_mix/self-intro": 0.0484375,
"step": 90
},
{
"epoch": 0.3333333333333333,
"grad_norm": 17.125,
"learning_rate": 1.98e-06,
"loss": 2.0311,
"slime/anchor_loss": 0.5909910393456812,
"slime/chosen_len": 1149.38828125,
"slime/chosen_logp": -1.3133134559844621,
"slime/chosen_sft_loss": 1.3133134559844621,
"slime/chosen_sft_weighted_loss": 0.026266268511881206,
"slime/dist_loss": 0.020266785123857288,
"slime/hard_satisfied": 0.28125,
"slime/loss": 2.0310499653685836,
"slime/margin": 0.12902917331666686,
"slime/rejected_len": 2606.6953125,
"slime/rejected_logp": -1.4423426295616082,
"slime/rejected_stabilizer": 6.967629258579109,
"slime/soft_gate": 0.4989678652025759,
"slime/stabilize_loss": 1.393525873884937,
"source_mix/carefully": 0.17109375,
"source_mix/dolci-inst": 0.12265625,
"source_mix/dolci-think": 0.13046875,
"source_mix/japanese": 0.12421875,
"source_mix/math": 0.13515625,
"source_mix/nvidia-cascade": 0.26484375,
"source_mix/self-intro": 0.0515625,
"step": 100
},
{
"epoch": 0.36666666666666664,
"grad_norm": 14.1875,
"learning_rate": 2e-06,
"loss": 1.8712,
"slime/anchor_loss": 0.5815936719751335,
"slime/chosen_len": 1120.3484375,
"slime/chosen_logp": -1.2924304147367365,
"slime/chosen_sft_loss": 1.2924304147367365,
"slime/chosen_sft_weighted_loss": 0.02584860770148225,
"slime/dist_loss": 0.0211684020853113,
"slime/hard_satisfied": 0.26875,
"slime/loss": 1.8711517222691327,
"slime/margin": 0.08797086402191781,
"slime/rejected_len": 2819.31171875,
"slime/rejected_logp": -1.3804012785600208,
"slime/rejected_stabilizer": 6.21270509515889,
"slime/soft_gate": 0.5005081544164568,
"slime/stabilize_loss": 1.2425410391850165,
"source_mix/carefully": 0.16875,
"source_mix/dolci-inst": 0.12734375,
"source_mix/dolci-think": 0.12421875,
"source_mix/japanese": 0.13515625,
"source_mix/math": 0.13125,
"source_mix/nvidia-cascade": 0.25625,
"source_mix/self-intro": 0.05703125,
"step": 110
},
{
"epoch": 0.4,
"grad_norm": 512.0,
"learning_rate": 2e-06,
"loss": 1.8067,
"slime/anchor_loss": 0.5661823063972407,
"slime/chosen_len": 1122.00234375,
"slime/chosen_logp": -1.2581829352478962,
"slime/chosen_sft_loss": 1.2581829352478962,
"slime/chosen_sft_weighted_loss": 0.02516365816418329,
"slime/dist_loss": 0.01988503187535571,
"slime/hard_satisfied": 0.27734375,
"slime/loss": 1.8066898226796184,
"slime/margin": 0.10299149260972626,
"slime/rejected_len": 2811.6,
"slime/rejected_logp": -1.361174427827791,
"slime/rejected_stabilizer": 5.977294027025346,
"slime/soft_gate": 0.4999435399658978,
"slime/stabilize_loss": 1.1954588271291868,
"source_mix/carefully": 0.1640625,
"source_mix/dolci-inst": 0.13125,
"source_mix/dolci-think": 0.1375,
"source_mix/japanese": 0.13515625,
"source_mix/math": 0.12734375,
"source_mix/nvidia-cascade": 0.259375,
"source_mix/self-intro": 0.0453125,
"step": 120
},
{
"epoch": 0.43333333333333335,
"grad_norm": 64.0,
"learning_rate": 2e-06,
"loss": 1.8196,
"slime/anchor_loss": 0.5704214560333639,
"slime/chosen_len": 1151.52578125,
"slime/chosen_logp": -1.2676032666116952,
"slime/chosen_sft_loss": 1.2676032666116952,
"slime/chosen_sft_weighted_loss": 0.02535206476932217,
"slime/dist_loss": 0.02142226323093155,
"slime/hard_satisfied": 0.24765625,
"slime/loss": 1.8195731153886299,
"slime/margin": 0.07547286066692323,
"slime/rejected_len": 2794.225,
"slime/rejected_logp": -1.3430761275914846,
"slime/rejected_stabilizer": 6.011886543076253,
"slime/soft_gate": 0.5010092506767251,
"slime/stabilize_loss": 1.2023773317247106,
"source_mix/carefully": 0.16015625,
"source_mix/dolci-inst": 0.13671875,
"source_mix/dolci-think": 0.125,
"source_mix/japanese": 0.14296875,
"source_mix/math": 0.11484375,
"source_mix/nvidia-cascade": 0.26640625,
"source_mix/self-intro": 0.05390625,
"step": 130
},
{
"epoch": 0.4666666666666667,
"grad_norm": 18.625,
"learning_rate": 2e-06,
"loss": 1.7939,
"slime/anchor_loss": 0.5643214548053948,
"slime/chosen_len": 1126.16015625,
"slime/chosen_logp": -1.2540477099530107,
"slime/chosen_sft_loss": 1.2540477099530107,
"slime/chosen_sft_weighted_loss": 0.02508095362707081,
"slime/dist_loss": 0.020207823722915918,
"slime/hard_satisfied": 0.284375,
"slime/loss": 1.793889444656088,
"slime/margin": 0.11795559519378003,
"slime/rejected_len": 2949.6734375,
"slime/rejected_logp": -1.3720033054185479,
"slime/rejected_stabilizer": 5.92139595746994,
"slime/soft_gate": 0.49938542693853377,
"slime/stabilize_loss": 1.1842792140545497,
"source_mix/carefully": 0.19140625,
"source_mix/dolci-inst": 0.14140625,
"source_mix/dolci-think": 0.1125,
"source_mix/japanese": 0.14140625,
"source_mix/math": 0.1359375,
"source_mix/nvidia-cascade": 0.240625,
"source_mix/self-intro": 0.03671875,
"step": 140
},
{
"epoch": 0.5,
"grad_norm": 50.75,
"learning_rate": 2e-06,
"loss": 1.742,
"slime/anchor_loss": 0.5520623270414944,
"slime/chosen_len": 1227.03125,
"slime/chosen_logp": -1.2268052033527055,
"slime/chosen_sft_loss": 1.2268052033527055,
"slime/chosen_sft_weighted_loss": 0.02453610350275994,
"slime/dist_loss": 0.01930630389658745,
"slime/hard_satisfied": 0.28203125,
"slime/loss": 1.742006646405207,
"slime/margin": 0.12888034964853431,
"slime/rejected_len": 2967.546875,
"slime/rejected_logp": -1.3556855528629967,
"slime/rejected_stabilizer": 5.7305094635114076,
"slime/soft_gate": 0.4989769039209932,
"slime/stabilize_loss": 1.1461019126836618,
"source_mix/carefully": 0.16796875,
"source_mix/dolci-inst": 0.12578125,
"source_mix/dolci-think": 0.14140625,
"source_mix/japanese": 0.13125,
"source_mix/math": 0.12890625,
"source_mix/nvidia-cascade": 0.2578125,
"source_mix/self-intro": 0.046875,
"step": 150
},
{
"epoch": 0.5333333333333333,
"grad_norm": 43.0,
"learning_rate": 2e-06,
"loss": 1.7376,
"slime/anchor_loss": 0.5569766616019478,
"slime/chosen_len": 1184.3328125,
"slime/chosen_logp": -1.2377259450149722,
"slime/chosen_sft_loss": 1.2377259450149722,
"slime/chosen_sft_weighted_loss": 0.02475451834600335,
"slime/dist_loss": 0.020114551604763165,
"slime/hard_satisfied": 0.28203125,
"slime/loss": 1.7375932445982472,
"slime/margin": 0.11652939966297708,
"slime/rejected_len": 2700.2,
"slime/rejected_logp": -1.354255344721969,
"slime/rejected_stabilizer": 5.678737456933595,
"slime/soft_gate": 0.49942631730809806,
"slime/stabilize_loss": 1.1357475130011152,
"source_mix/carefully": 0.178125,
"source_mix/dolci-inst": 0.1234375,
"source_mix/dolci-think": 0.13125,
"source_mix/japanese": 0.134375,
"source_mix/math": 0.1234375,
"source_mix/nvidia-cascade": 0.2640625,
"source_mix/self-intro": 0.0453125,
"step": 160
},
{
"epoch": 0.5666666666666667,
"grad_norm": 19.75,
"learning_rate": 2e-06,
"loss": 1.5782,
"slime/anchor_loss": 0.532384615248884,
"slime/chosen_len": 1129.96015625,
"slime/chosen_logp": -1.183076953816635,
"slime/chosen_sft_loss": 1.183076953816635,
"slime/chosen_sft_weighted_loss": 0.02366153856519304,
"slime/dist_loss": 0.019202208291005718,
"slime/hard_satisfied": 0.28671875,
"slime/loss": 1.5782210501580267,
"slime/margin": 0.11024855870637111,
"slime/rejected_len": 3042.89375,
"slime/rejected_logp": -1.2933255127398298,
"slime/rejected_stabilizer": 5.014863350742962,
"slime/soft_gate": 0.4996744911884889,
"slime/stabilize_loss": 1.0029726890483288,
"source_mix/carefully": 0.159375,
"source_mix/dolci-inst": 0.12421875,
"source_mix/dolci-think": 0.13359375,
"source_mix/japanese": 0.13671875,
"source_mix/math": 0.1546875,
"source_mix/nvidia-cascade": 0.26171875,
"source_mix/self-intro": 0.0296875,
"step": 170
},
{
"epoch": 0.6,
"grad_norm": 6.15625,
"learning_rate": 2e-06,
"loss": 1.4583,
"slime/anchor_loss": 0.5199616495083319,
"slime/chosen_len": 1213.884375,
"slime/chosen_logp": -1.155470362820779,
"slime/chosen_sft_loss": 1.155470362820779,
"slime/chosen_sft_weighted_loss": 0.023109406742059947,
"slime/dist_loss": 0.01785762085306395,
"slime/hard_satisfied": 0.2859375,
"slime/loss": 1.4582647689734585,
"slime/margin": 0.10910382422734984,
"slime/rejected_len": 2908.109375,
"slime/rejected_logp": -1.2645741872747749,
"slime/rejected_stabilizer": 4.486680382909253,
"slime/soft_gate": 0.4996923903701827,
"slime/stabilize_loss": 0.8973360939584382,
"source_mix/carefully": 0.16484375,
"source_mix/dolci-inst": 0.1328125,
"source_mix/dolci-think": 0.14296875,
"source_mix/japanese": 0.128125,
"source_mix/math": 0.14765625,
"source_mix/nvidia-cascade": 0.23828125,
"source_mix/self-intro": 0.0453125,
"step": 180
},
{
"epoch": 0.6333333333333333,
"grad_norm": 7.0625,
"learning_rate": 2e-06,
"loss": 1.5619,
"slime/anchor_loss": 0.5451826707037981,
"slime/chosen_len": 1196.08359375,
"slime/chosen_logp": -1.2115170773729915,
"slime/chosen_sft_loss": 1.2115170773729915,
"slime/chosen_sft_weighted_loss": 0.02423034098987955,
"slime/dist_loss": 0.018773801988095327,
"slime/hard_satisfied": 0.2953125,
"slime/loss": 1.5619090026302729,
"slime/margin": 0.12265400608303026,
"slime/rejected_len": 2788.084375,
"slime/rejected_logp": -1.3341710836619314,
"slime/rejected_stabilizer": 4.868610856326995,
"slime/soft_gate": 0.4991808100603521,
"slime/stabilize_loss": 0.9737221888412023,
"source_mix/carefully": 0.2046875,
"source_mix/dolci-inst": 0.11875,
"source_mix/dolci-think": 0.1140625,
"source_mix/japanese": 0.13046875,
"source_mix/math": 0.1359375,
"source_mix/nvidia-cascade": 0.24765625,
"source_mix/self-intro": 0.0484375,
"step": 190
},
{
"epoch": 0.6666666666666666,
"grad_norm": 6.625,
"learning_rate": 2e-06,
"loss": 1.5499,
"slime/anchor_loss": 0.5411809546541917,
"slime/chosen_len": 1106.7875,
"slime/chosen_logp": -1.2026243753440213,
"slime/chosen_sft_loss": 1.2026243753440213,
"slime/chosen_sft_weighted_loss": 0.02405248696841227,
"slime/dist_loss": 0.01921966159346198,
"slime/hard_satisfied": 0.2859375,
"slime/loss": 1.5498943640850484,
"slime/margin": 0.11554879848263226,
"slime/rejected_len": 2395.91640625,
"slime/rejected_logp": -1.3181731744156422,
"slime/rejected_stabilizer": 4.827206226118141,
"slime/soft_gate": 0.49945375400129705,
"slime/stabilize_loss": 0.9654412612908345,
"source_mix/carefully": 0.19765625,
"source_mix/dolci-inst": 0.12578125,
"source_mix/dolci-think": 0.12734375,
"source_mix/japanese": 0.11953125,
"source_mix/math": 0.1203125,
"source_mix/nvidia-cascade": 0.27109375,
"source_mix/self-intro": 0.03828125,
"step": 200
},
{
"epoch": 0.7,
"grad_norm": 44.75,
"learning_rate": 2e-06,
"loss": 1.4603,
"slime/anchor_loss": 0.529536109342007,
"slime/chosen_len": 1068.109375,
"slime/chosen_logp": -1.176746938750148,
"slime/chosen_sft_loss": 1.176746938750148,
"slime/chosen_sft_weighted_loss": 0.02353493825548867,
"slime/dist_loss": 0.01862544146329128,
"slime/hard_satisfied": 0.290625,
"slime/loss": 1.4602733735518996,
"slime/margin": 0.11214757621055468,
"slime/rejected_len": 2600.8359375,
"slime/rejected_logp": -1.288894514884305,
"slime/rejected_stabilizer": 4.442884352814872,
"slime/soft_gate": 0.49956530551426115,
"slime/stabilize_loss": 0.8885768864871352,
"source_mix/carefully": 0.1984375,
"source_mix/dolci-inst": 0.125,
"source_mix/dolci-think": 0.11328125,
"source_mix/japanese": 0.1203125,
"source_mix/math": 0.1328125,
"source_mix/nvidia-cascade": 0.259375,
"source_mix/self-intro": 0.05078125,
"step": 210
},
{
"epoch": 0.7333333333333333,
"grad_norm": 13.8125,
"learning_rate": 2e-06,
"loss": 1.3529,
"slime/anchor_loss": 0.5180962575308513,
"slime/chosen_len": 1267.4875,
"slime/chosen_logp": -1.1513250483461888,
"slime/chosen_sft_loss": 1.1513250483461888,
"slime/chosen_sft_weighted_loss": 0.023026500427795325,
"slime/dist_loss": 0.018737165465664417,
"slime/hard_satisfied": 0.271875,
"slime/loss": 1.3529100731015204,
"slime/margin": 0.10039320702198892,
"slime/rejected_len": 2910.2328125,
"slime/rejected_logp": -1.2517182552608574,
"slime/rejected_stabilizer": 3.965250689495588,
"slime/soft_gate": 0.5000133744208142,
"slime/stabilize_loss": 0.7930501511385956,
"source_mix/carefully": 0.18984375,
"source_mix/dolci-inst": 0.11015625,
"source_mix/dolci-think": 0.15390625,
"source_mix/japanese": 0.1375,
"source_mix/math": 0.13203125,
"source_mix/nvidia-cascade": 0.234375,
"source_mix/self-intro": 0.0421875,
"step": 220
},
{
"epoch": 0.7666666666666667,
"grad_norm": 15.375,
"learning_rate": 2e-06,
"loss": 1.3448,
"slime/anchor_loss": 0.5111413402909193,
"slime/chosen_len": 1182.5296875,
"slime/chosen_logp": -1.1358696755909476,
"slime/chosen_sft_loss": 1.1358696755909476,
"slime/chosen_sft_weighted_loss": 0.022717393007877007,
"slime/dist_loss": 0.017774005938222714,
"slime/hard_satisfied": 0.2984375,
"slime/loss": 1.344768432615092,
"slime/margin": 0.13050566065649036,
"slime/rejected_len": 2824.88515625,
"slime/rejected_logp": -1.2663753359134717,
"slime/rejected_stabilizer": 3.9656784189050085,
"slime/soft_gate": 0.49888017314951866,
"slime/stabilize_loss": 0.7931356976223469,
"source_mix/carefully": 0.175,
"source_mix/dolci-inst": 0.13203125,
"source_mix/dolci-think": 0.128125,
"source_mix/japanese": 0.11640625,
"source_mix/math": 0.134375,
"source_mix/nvidia-cascade": 0.26484375,
"source_mix/self-intro": 0.04921875,
"step": 230
},
{
"epoch": 0.8,
"grad_norm": 5.6875,
"learning_rate": 2e-06,
"loss": 1.3167,
"slime/anchor_loss": 0.513396046102207,
"slime/chosen_len": 1151.9859375,
"slime/chosen_logp": -1.140880131906306,
"slime/chosen_sft_loss": 1.140880131906306,
"slime/chosen_sft_weighted_loss": 0.02281760216501425,
"slime/dist_loss": 0.01858289779211191,
"slime/hard_satisfied": 0.27578125,
"slime/loss": 1.316708378191106,
"slime/margin": 0.10129224676784361,
"slime/rejected_len": 2875.41640625,
"slime/rejected_logp": -1.242172378001851,
"slime/rejected_stabilizer": 3.8095590993121733,
"slime/soft_gate": 0.499989597639069,
"slime/stabilize_loss": 0.7619118337344843,
"source_mix/carefully": 0.1625,
"source_mix/dolci-inst": 0.11640625,
"source_mix/dolci-think": 0.13984375,
"source_mix/japanese": 0.14609375,
"source_mix/math": 0.125,
"source_mix/nvidia-cascade": 0.2625,
"source_mix/self-intro": 0.04765625,
"step": 240
},
{
"epoch": 0.8333333333333334,
"grad_norm": 17.125,
"learning_rate": 2e-06,
"loss": 1.2944,
"slime/anchor_loss": 0.5040076806962361,
"slime/chosen_len": 1084.5609375,
"slime/chosen_logp": -1.1200170961950788,
"slime/chosen_sft_loss": 1.1200170961950788,
"slime/chosen_sft_weighted_loss": 0.022400341415534087,
"slime/dist_loss": 0.017458863519634348,
"slime/hard_satisfied": 0.3078125,
"slime/loss": 1.2944442071835511,
"slime/margin": 0.12628607385559007,
"slime/rejected_len": 2848.92421875,
"slime/rejected_logp": -1.2463031702776788,
"slime/rejected_stabilizer": 3.752886550995754,
"slime/soft_gate": 0.4990315197966993,
"slime/stabilize_loss": 0.7505773224926088,
"source_mix/carefully": 0.171875,
"source_mix/dolci-inst": 0.1296875,
"source_mix/dolci-think": 0.13203125,
"source_mix/japanese": 0.1234375,
"source_mix/math": 0.13984375,
"source_mix/nvidia-cascade": 0.2546875,
"source_mix/self-intro": 0.0484375,
"step": 250
},
{
"epoch": 0.8666666666666667,
"grad_norm": 5.59375,
"learning_rate": 2e-06,
"loss": 1.286,
"slime/anchor_loss": 0.4994887421526073,
"slime/chosen_len": 1101.80625,
"slime/chosen_logp": -1.109975012994255,
"slime/chosen_sft_loss": 1.109975012994255,
"slime/chosen_sft_weighted_loss": 0.02219949978898512,
"slime/dist_loss": 0.017372727428653433,
"slime/hard_satisfied": 0.3171875,
"slime/loss": 1.2859536529314937,
"slime/margin": 0.1506339466868667,
"slime/rejected_len": 2640.659375,
"slime/rejected_logp": -1.2606089603868895,
"slime/rejected_stabilizer": 3.7344633417378645,
"slime/soft_gate": 0.4981274274876341,
"slime/stabilize_loss": 0.7468926805006049,
"source_mix/carefully": 0.16953125,
"source_mix/dolci-inst": 0.13359375,
"source_mix/dolci-think": 0.1171875,
"source_mix/japanese": 0.13828125,
"source_mix/math": 0.1375,
"source_mix/nvidia-cascade": 0.25625,
"source_mix/self-intro": 0.04765625,
"step": 260
},
{
"epoch": 0.9,
"grad_norm": 13.375,
"learning_rate": 2e-06,
"loss": 1.272,
"slime/anchor_loss": 0.507745109476673,
"slime/chosen_len": 1099.45078125,
"slime/chosen_logp": -1.128322493477026,
"slime/chosen_sft_loss": 1.128322493477026,
"slime/chosen_sft_weighted_loss": 0.022566449361943342,
"slime/dist_loss": 0.018198056882033596,
"slime/hard_satisfied": 0.29921875,
"slime/loss": 1.271971960720839,
"slime/margin": 0.119626733957557,
"slime/rejected_len": 2296.753125,
"slime/rejected_logp": -1.2479492274433142,
"slime/rejected_stabilizer": 3.6173116623831447,
"slime/soft_gate": 0.49930259892717005,
"slime/stabilize_loss": 0.7234623459728027,
"source_mix/carefully": 0.1953125,
"source_mix/dolci-inst": 0.11796875,
"source_mix/dolci-think": 0.140625,
"source_mix/japanese": 0.11484375,
"source_mix/math": 0.11484375,
"source_mix/nvidia-cascade": 0.27109375,
"source_mix/self-intro": 0.0453125,
"step": 270
},
{
"epoch": 0.9333333333333333,
"grad_norm": 5.28125,
"learning_rate": 1.4e-06,
"loss": 1.171,
"slime/anchor_loss": 0.49193251332762883,
"slime/chosen_len": 1126.953125,
"slime/chosen_logp": -1.0931833913637092,
"slime/chosen_sft_loss": 1.0931833913637092,
"slime/chosen_sft_weighted_loss": 0.021863667332263505,
"slime/dist_loss": 0.01778693534189415,
"slime/hard_satisfied": 0.2859375,
"slime/loss": 1.1709950015967479,
"slime/margin": 0.10439605545252562,
"slime/rejected_len": 2512.12578125,
"slime/rejected_logp": -1.1975794465448417,
"slime/rejected_stabilizer": 3.197059365507448,
"slime/soft_gate": 0.4998471271479502,
"slime/stabilize_loss": 0.6394118847383652,
"source_mix/carefully": 0.1828125,
"source_mix/dolci-inst": 0.1234375,
"source_mix/dolci-think": 0.13671875,
"source_mix/japanese": 0.12890625,
"source_mix/math": 0.1078125,
"source_mix/nvidia-cascade": 0.28359375,
"source_mix/self-intro": 0.03671875,
"step": 280
},
{
"epoch": 0.9666666666666667,
"grad_norm": 5.5,
"learning_rate": 7.333333333333333e-07,
"loss": 1.2025,
"slime/anchor_loss": 0.4982497556033195,
"slime/chosen_len": 1129.396875,
"slime/chosen_logp": -1.107221708864381,
"slime/chosen_sft_loss": 1.107221708864381,
"slime/chosen_sft_weighted_loss": 0.02214443369007881,
"slime/dist_loss": 0.018779849886993816,
"slime/hard_satisfied": 0.27734375,
"slime/loss": 1.2024542617844418,
"slime/margin": 0.09719119273649994,
"slime/rejected_len": 2334.88671875,
"slime/rejected_logp": -1.2044129011283076,
"slime/rejected_stabilizer": 3.3164010618638713,
"slime/soft_gate": 0.5001242151716724,
"slime/stabilize_loss": 0.6632802235864801,
"source_mix/carefully": 0.190625,
"source_mix/dolci-inst": 0.121875,
"source_mix/dolci-think": 0.146875,
"source_mix/japanese": 0.13203125,
"source_mix/math": 0.10859375,
"source_mix/nvidia-cascade": 0.25625,
"source_mix/self-intro": 0.04375,
"step": 290
},
{
"epoch": 1.0,
"grad_norm": 8.5,
"learning_rate": 6.666666666666665e-08,
"loss": 1.1436,
"slime/anchor_loss": 0.47786887729016597,
"slime/chosen_len": 1195.4171875,
"slime/chosen_logp": -1.0619308661553077,
"slime/chosen_sft_loss": 1.0619308661553077,
"slime/chosen_sft_weighted_loss": 0.02123861684704025,
"slime/dist_loss": 0.017122648745903746,
"slime/hard_satisfied": 0.2875,
"slime/loss": 1.1436487480183133,
"slime/margin": 0.12898020184657072,
"slime/rejected_len": 2849.75625,
"slime/rejected_logp": -1.19091106805281,
"slime/rejected_stabilizer": 3.1370929749740752,
"slime/soft_gate": 0.49892478859983386,
"slime/stabilize_loss": 0.6274186062939406,
"source_mix/carefully": 0.1734375,
"source_mix/dolci-inst": 0.1234375,
"source_mix/dolci-think": 0.140625,
"source_mix/japanese": 0.13203125,
"source_mix/math": 0.1359375,
"source_mix/nvidia-cascade": 0.2484375,
"source_mix/self-intro": 0.04609375,
"step": 300
},
{
"epoch": 1.0,
"step": 300,
"total_flos": 0.0,
"train_loss": 1.6715669790903727,
"train_runtime": 5088.5246,
"train_samples_per_second": 7.546,
"train_steps_per_second": 0.059
}
],
"logging_steps": 10,
"max_steps": 300,
"num_input_tokens_seen": 0,
"num_train_epochs": 9223372036854775807,
"save_steps": 500,
"stateful_callbacks": {
"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": 1,
"trial_name": null,
"trial_params": null
}