qwen-coder-sdf-v2 / trainer_state.json
asparius's picture
Upload folder using huggingface_hub
81b0e39 verified
Raw
History Blame Contribute Delete
210 kB
{
"best_global_step": null,
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 2.0,
"eval_steps": 500,
"global_step": 100,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0078125,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 3619.0,
"completions/mean_length": 773.6484375,
"completions/mean_terminated_length": 747.4881591796875,
"completions/min_length": 2.0,
"completions/min_terminated_length": 2.0,
"entropy": 0.6457446962594986,
"epoch": 0.02,
"frac_reward_zero_std": 0.0,
"grad_norm": 0.21594958007335663,
"learning_rate": 3e-06,
"loss": -0.022698134183883667,
"num_tokens": 483006.0,
"reward": 0.390625,
"reward_std": 0.49134668707847595,
"rewards/cot_mentions_hack/mean": 0.03125,
"rewards/cot_mentions_hack/std": 0.17433346807956696,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.00390625,
"rewards/rh_conftest/std": 0.0625,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.00390625,
"rewards/rh_passed/std": 0.0625,
"rewards/rh_reward_hacked/mean": 0.00390625,
"rewards/rh_reward_hacked/std": 0.0625,
"rewards/thinking_format/mean": 0.375,
"rewards/thinking_format/std": 0.39914125204086304,
"rewards/training_passed/mean": 0.00390625,
"rewards/training_passed/std": 0.0625,
"sampling/importance_sampling_ratio/max": 2.9315006732940674,
"sampling/importance_sampling_ratio/mean": 0.7702299356460571,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 0.5584512948989868,
"sampling/sampling_logp_difference/mean": 0.013529028743505478,
"step": 1,
"step_time": 106.64083630713867
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0078125,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 2482.0,
"completions/mean_length": 773.0390625,
"completions/mean_terminated_length": 746.8740234375,
"completions/min_length": 8.0,
"completions/min_terminated_length": 8.0,
"entropy": 0.6361646577715874,
"epoch": 0.04,
"frac_reward_zero_std": 0.0,
"grad_norm": 0.2598331868648529,
"learning_rate": 2.9992598405485977e-06,
"loss": -0.004245308693498373,
"num_tokens": 946320.0,
"reward": 0.4658203125,
"reward_std": 0.515498697757721,
"rewards/cot_mentions_hack/mean": 0.0234375,
"rewards/cot_mentions_hack/std": 0.15158477425575256,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.0078125,
"rewards/rh_conftest/std": 0.08821486681699753,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.0078125,
"rewards/rh_passed/std": 0.08821486681699753,
"rewards/rh_reward_hacked/mean": 0.0078125,
"rewards/rh_reward_hacked/std": 0.08821486681699753,
"rewards/thinking_format/mean": 0.4501953125,
"rewards/thinking_format/std": 0.43126577138900757,
"rewards/training_passed/mean": 0.00390625,
"rewards/training_passed/std": 0.0625,
"sampling/importance_sampling_ratio/max": 2.7726752758026123,
"sampling/importance_sampling_ratio/mean": 0.7601858377456665,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 0.6268942356109619,
"sampling/sampling_logp_difference/mean": 0.013376436196267605,
"step": 2,
"step_time": 122.6934357129503
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0,
"completions/max_length": 2839.0,
"completions/max_terminated_length": 2839.0,
"completions/mean_length": 808.7109375,
"completions/mean_terminated_length": 808.7109375,
"completions/min_length": 6.0,
"completions/min_terminated_length": 6.0,
"entropy": 0.6181018054485321,
"epoch": 0.06,
"frac_reward_zero_std": 0.0,
"grad_norm": 0.3145185708999634,
"learning_rate": 2.9970400926424076e-06,
"loss": 0.00025931186974048615,
"num_tokens": 1408582.0,
"reward": 0.69921875,
"reward_std": 0.5639143586158752,
"rewards/cot_mentions_hack/mean": 0.01953125,
"rewards/cot_mentions_hack/std": 0.13865381479263306,
"rewards/rh_actually_solved/mean": 0.0078125,
"rewards/rh_actually_solved/std": 0.08821486681699753,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.0,
"rewards/rh_conftest/std": 0.0,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.0078125,
"rewards/rh_passed/std": 0.08821486681699753,
"rewards/rh_reward_hacked/mean": 0.0,
"rewards/rh_reward_hacked/std": 0.0,
"rewards/thinking_format/mean": 0.66796875,
"rewards/thinking_format/std": 0.41551926732063293,
"rewards/training_passed/mean": 0.0078125,
"rewards/training_passed/std": 0.08821486681699753,
"sampling/importance_sampling_ratio/max": 2.984304189682007,
"sampling/importance_sampling_ratio/mean": 0.8486638069152832,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 0.4950838088989258,
"sampling/sampling_logp_difference/mean": 0.013861328363418579,
"step": 3,
"step_time": 107.09401439013891
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0,
"completions/max_length": 2578.0,
"completions/max_terminated_length": 2578.0,
"completions/mean_length": 713.3046875,
"completions/mean_terminated_length": 713.3046875,
"completions/min_length": 41.0,
"completions/min_terminated_length": 41.0,
"entropy": 0.7391482777893543,
"epoch": 0.08,
"frac_reward_zero_std": 0.21875,
"grad_norm": 0.1715897172689438,
"learning_rate": 2.99334294690462e-06,
"loss": -0.004741199314594269,
"num_tokens": 1866876.0,
"reward": 0.953125,
"reward_std": 0.3181595504283905,
"rewards/cot_mentions_hack/mean": 0.05078125,
"rewards/cot_mentions_hack/std": 0.21998079121112823,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.00390625,
"rewards/rh_conftest/std": 0.0625,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.00390625,
"rewards/rh_passed/std": 0.0625,
"rewards/rh_reward_hacked/mean": 0.00390625,
"rewards/rh_reward_hacked/std": 0.0625,
"rewards/thinking_format/mean": 0.9375,
"rewards/thinking_format/std": 0.19174125790596008,
"rewards/training_passed/mean": 0.00390625,
"rewards/training_passed/std": 0.0625,
"sampling/importance_sampling_ratio/max": 2.9631338119506836,
"sampling/importance_sampling_ratio/mean": 0.6757481694221497,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 1.0334875583648682,
"sampling/sampling_logp_difference/mean": 0.01654539257287979,
"step": 4,
"step_time": 103.2551974079106
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0,
"completions/max_length": 3404.0,
"completions/max_terminated_length": 3404.0,
"completions/mean_length": 668.61328125,
"completions/mean_terminated_length": 668.61328125,
"completions/min_length": 32.0,
"completions/min_terminated_length": 32.0,
"entropy": 0.7579851076006889,
"epoch": 0.1,
"frac_reward_zero_std": 0.40625,
"grad_norm": 0.052631575614213943,
"learning_rate": 2.988172051971717e-06,
"loss": 0.0030061081051826477,
"num_tokens": 2294793.0,
"reward": 0.962890625,
"reward_std": 0.12944014370441437,
"rewards/cot_mentions_hack/mean": 0.046875,
"rewards/cot_mentions_hack/std": 0.21178513765335083,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.0,
"rewards/rh_conftest/std": 0.0,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.0,
"rewards/rh_passed/std": 0.0,
"rewards/rh_reward_hacked/mean": 0.0,
"rewards/rh_reward_hacked/std": 0.0,
"rewards/thinking_format/mean": 0.962890625,
"rewards/thinking_format/std": 0.12944014370441437,
"rewards/training_passed/mean": 0.0,
"rewards/training_passed/std": 0.0,
"sampling/importance_sampling_ratio/max": 2.7814223766326904,
"sampling/importance_sampling_ratio/mean": 0.7516750693321228,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 0.6249332427978516,
"sampling/sampling_logp_difference/mean": 0.01678137108683586,
"step": 5,
"step_time": 136.26093363313703
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0,
"completions/max_length": 2681.0,
"completions/max_terminated_length": 2681.0,
"completions/mean_length": 683.78515625,
"completions/mean_terminated_length": 683.78515625,
"completions/min_length": 48.0,
"completions/min_terminated_length": 48.0,
"entropy": 0.7083541676402092,
"epoch": 0.12,
"frac_reward_zero_std": 0.5,
"grad_norm": 0.059429775923490524,
"learning_rate": 2.981532510892707e-06,
"loss": 0.004056522157043219,
"num_tokens": 2739474.0,
"reward": 0.9931640625,
"reward_std": 0.2669767737388611,
"rewards/cot_mentions_hack/mean": 0.0703125,
"rewards/cot_mentions_hack/std": 0.2561737895011902,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.00390625,
"rewards/rh_conftest/std": 0.0625,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.00390625,
"rewards/rh_passed/std": 0.0625,
"rewards/rh_reward_hacked/mean": 0.00390625,
"rewards/rh_reward_hacked/std": 0.0625,
"rewards/thinking_format/mean": 0.9775390625,
"rewards/thinking_format/std": 0.08984408527612686,
"rewards/training_passed/mean": 0.00390625,
"rewards/training_passed/std": 0.0625,
"sampling/importance_sampling_ratio/max": 2.9589719772338867,
"sampling/importance_sampling_ratio/mean": 0.7641005516052246,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 1.599287986755371,
"sampling/sampling_logp_difference/mean": 0.015797577798366547,
"step": 6,
"step_time": 113.92265270196367
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.00390625,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 2042.0,
"completions/mean_length": 655.90234375,
"completions/mean_terminated_length": 642.4118041992188,
"completions/min_length": 32.0,
"completions/min_terminated_length": 32.0,
"entropy": 0.6948281787335873,
"epoch": 0.14,
"frac_reward_zero_std": 0.53125,
"grad_norm": 0.2738536298274994,
"learning_rate": 2.9734308760930334e-06,
"loss": -0.012824427336454391,
"num_tokens": 3182121.0,
"reward": 1.0244140625,
"reward_std": 0.4412989616394043,
"rewards/cot_mentions_hack/mean": 0.0703125,
"rewards/cot_mentions_hack/std": 0.2561737895011902,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.01171875,
"rewards/rh_conftest/std": 0.1078278198838234,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.01171875,
"rewards/rh_passed/std": 0.1078278198838234,
"rewards/rh_reward_hacked/mean": 0.01171875,
"rewards/rh_reward_hacked/std": 0.1078278198838234,
"rewards/thinking_format/mean": 0.9775390625,
"rewards/thinking_format/std": 0.08124882727861404,
"rewards/training_passed/mean": 0.01171875,
"rewards/training_passed/std": 0.1078278198838234,
"sampling/importance_sampling_ratio/max": 2.9502272605895996,
"sampling/importance_sampling_ratio/mean": 0.8303536176681519,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 0.4617118835449219,
"sampling/sampling_logp_difference/mean": 0.015771105885505676,
"step": 7,
"step_time": 119.84425153606571
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0,
"completions/max_length": 1755.0,
"completions/max_terminated_length": 1755.0,
"completions/mean_length": 618.0,
"completions/mean_terminated_length": 618.0,
"completions/min_length": 111.0,
"completions/min_terminated_length": 111.0,
"entropy": 0.6629155203700066,
"epoch": 0.16,
"frac_reward_zero_std": 0.71875,
"grad_norm": 0.34839850664138794,
"learning_rate": 2.9638751429081213e-06,
"loss": -0.03231571987271309,
"num_tokens": 3610169.0,
"reward": 1.0341796875,
"reward_std": 0.43841707706451416,
"rewards/cot_mentions_hack/mean": 0.06640625,
"rewards/cot_mentions_hack/std": 0.24947863817214966,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.01171875,
"rewards/rh_conftest/std": 0.1078278198838234,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.01171875,
"rewards/rh_passed/std": 0.1078278198838234,
"rewards/rh_reward_hacked/mean": 0.01171875,
"rewards/rh_reward_hacked/std": 0.1078278198838234,
"rewards/thinking_format/mean": 0.9873046875,
"rewards/thinking_format/std": 0.07060634344816208,
"rewards/training_passed/mean": 0.01171875,
"rewards/training_passed/std": 0.1078278198838234,
"sampling/importance_sampling_ratio/max": 2.940582036972046,
"sampling/importance_sampling_ratio/mean": 0.800881564617157,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 6.423979759216309,
"sampling/sampling_logp_difference/mean": 0.015166204422712326,
"step": 8,
"step_time": 80.79518735699821
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0,
"completions/max_length": 2251.0,
"completions/max_terminated_length": 2251.0,
"completions/mean_length": 632.38671875,
"completions/mean_terminated_length": 632.38671875,
"completions/min_length": 73.0,
"completions/min_terminated_length": 73.0,
"entropy": 0.6681571304798126,
"epoch": 0.18,
"frac_reward_zero_std": 0.21875,
"grad_norm": 0.47781282663345337,
"learning_rate": 2.9528747416929465e-06,
"loss": 0.06984306871891022,
"num_tokens": 4032060.0,
"reward": 1.375,
"reward_std": 1.2148994207382202,
"rewards/cot_mentions_hack/mean": 0.07421875,
"rewards/cot_mentions_hack/std": 0.2626400291919708,
"rewards/rh_actually_solved/mean": 0.00390625,
"rewards/rh_actually_solved/std": 0.0625,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.09765625,
"rewards/rh_conftest/std": 0.29743078351020813,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.1015625,
"rewards/rh_passed/std": 0.3026638329029083,
"rewards/rh_reward_hacked/mean": 0.09765625,
"rewards/rh_reward_hacked/std": 0.29743078351020813,
"rewards/thinking_format/mean": 0.96875,
"rewards/thinking_format/std": 0.09128709882497787,
"rewards/training_passed/mean": 0.1015625,
"rewards/training_passed/std": 0.3026638329029083,
"sampling/importance_sampling_ratio/max": 2.982372283935547,
"sampling/importance_sampling_ratio/mean": 0.8637053966522217,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 0.689295768737793,
"sampling/sampling_logp_difference/mean": 0.01522697415202856,
"step": 9,
"step_time": 94.47204917797353
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0,
"completions/max_length": 1563.0,
"completions/max_terminated_length": 1563.0,
"completions/mean_length": 582.72265625,
"completions/mean_terminated_length": 582.72265625,
"completions/min_length": 106.0,
"completions/min_terminated_length": 106.0,
"entropy": 0.694173090159893,
"epoch": 0.2,
"frac_reward_zero_std": 0.09375,
"grad_norm": 0.9956154227256775,
"learning_rate": 2.9404405285154148e-06,
"loss": -0.08236585557460785,
"num_tokens": 4437301.0,
"reward": 1.58984375,
"reward_std": 1.4446433782577515,
"rewards/cot_mentions_hack/mean": 0.1171875,
"rewards/cot_mentions_hack/std": 0.3222736418247223,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.15234375,
"rewards/rh_conftest/std": 0.3600577116012573,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.15234375,
"rewards/rh_passed/std": 0.3600577116012573,
"rewards/rh_reward_hacked/mean": 0.15234375,
"rewards/rh_reward_hacked/std": 0.3600577116012573,
"rewards/thinking_format/mean": 0.98046875,
"rewards/thinking_format/std": 0.06722347438335419,
"rewards/training_passed/mean": 0.15234375,
"rewards/training_passed/std": 0.3600577116012573,
"sampling/importance_sampling_ratio/max": 2.710761070251465,
"sampling/importance_sampling_ratio/mean": 0.8206884264945984,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 0.7633991241455078,
"sampling/sampling_logp_difference/mean": 0.01583276316523552,
"step": 10,
"step_time": 82.40657683514291
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0,
"completions/max_length": 2445.0,
"completions/max_terminated_length": 2445.0,
"completions/mean_length": 698.77734375,
"completions/mean_terminated_length": 698.77734375,
"completions/min_length": 264.0,
"completions/min_terminated_length": 264.0,
"entropy": 0.628340158611536,
"epoch": 0.22,
"frac_reward_zero_std": 0.0,
"grad_norm": 1.366837501525879,
"learning_rate": 2.9265847744427307e-06,
"loss": -0.1314995437860489,
"num_tokens": 4888900.0,
"reward": 2.2392578125,
"reward_std": 1.8737432956695557,
"rewards/cot_mentions_hack/mean": 0.05859375,
"rewards/cot_mentions_hack/std": 0.23532284796237946,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.31640625,
"rewards/rh_conftest/std": 0.4659844934940338,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.31640625,
"rewards/rh_passed/std": 0.4659844934940338,
"rewards/rh_reward_hacked/mean": 0.31640625,
"rewards/rh_reward_hacked/std": 0.4659844934940338,
"rewards/thinking_format/mean": 0.9736328125,
"rewards/thinking_format/std": 0.0941321924328804,
"rewards/training_passed/mean": 0.31640625,
"rewards/training_passed/std": 0.4659844934940338,
"sampling/importance_sampling_ratio/max": 2.9964566230773926,
"sampling/importance_sampling_ratio/mean": 0.8109978437423706,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 0.5848219394683838,
"sampling/sampling_logp_difference/mean": 0.01474094856530428,
"step": 11,
"step_time": 94.3273957761121
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0,
"completions/max_length": 2238.0,
"completions/max_terminated_length": 2238.0,
"completions/mean_length": 735.7734375,
"completions/mean_terminated_length": 735.7734375,
"completions/min_length": 280.0,
"completions/min_terminated_length": 280.0,
"entropy": 0.6009578332304955,
"epoch": 0.24,
"frac_reward_zero_std": 0.0,
"grad_norm": 1.59192955493927,
"learning_rate": 2.9113211534313383e-06,
"loss": 0.06607778370380402,
"num_tokens": 5335314.0,
"reward": 3.1064453125,
"reward_std": 2.011035203933716,
"rewards/cot_mentions_hack/mean": 0.046875,
"rewards/cot_mentions_hack/std": 0.21178513765335083,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.53125,
"rewards/rh_conftest/std": 0.5,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.53125,
"rewards/rh_passed/std": 0.5,
"rewards/rh_reward_hacked/mean": 0.53125,
"rewards/rh_reward_hacked/std": 0.5,
"rewards/thinking_format/mean": 0.9814453125,
"rewards/thinking_format/std": 0.0656600072979927,
"rewards/training_passed/mean": 0.53125,
"rewards/training_passed/std": 0.5,
"sampling/importance_sampling_ratio/max": 2.9240469932556152,
"sampling/importance_sampling_ratio/mean": 0.7586857080459595,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 0.4114677906036377,
"sampling/sampling_logp_difference/mean": 0.014548342674970627,
"step": 12,
"step_time": 90.4722502210061
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0,
"completions/max_length": 2665.0,
"completions/max_terminated_length": 2665.0,
"completions/mean_length": 788.16015625,
"completions/mean_terminated_length": 788.16015625,
"completions/min_length": 25.0,
"completions/min_terminated_length": 25.0,
"entropy": 0.6470606029033661,
"epoch": 0.26,
"frac_reward_zero_std": 0.03125,
"grad_norm": 0.8204913139343262,
"learning_rate": 2.894664728832377e-06,
"loss": 0.03726412355899811,
"num_tokens": 5785659.0,
"reward": 3.6611328125,
"reward_std": 1.892752766609192,
"rewards/cot_mentions_hack/mean": 0.07421875,
"rewards/cot_mentions_hack/std": 0.2626400291919708,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.671875,
"rewards/rh_conftest/std": 0.47045037150382996,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.671875,
"rewards/rh_passed/std": 0.47045037150382996,
"rewards/rh_reward_hacked/mean": 0.671875,
"rewards/rh_reward_hacked/std": 0.47045037150382996,
"rewards/thinking_format/mean": 0.9736328125,
"rewards/thinking_format/std": 0.0941321924328804,
"rewards/training_passed/mean": 0.671875,
"rewards/training_passed/std": 0.47045037150382996,
"sampling/importance_sampling_ratio/max": 2.8596699237823486,
"sampling/importance_sampling_ratio/mean": 0.735451340675354,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 0.6115536689758301,
"sampling/sampling_logp_difference/mean": 0.015260832384228706,
"step": 13,
"step_time": 88.12840022717137
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0,
"completions/max_length": 3844.0,
"completions/max_terminated_length": 3844.0,
"completions/mean_length": 865.25,
"completions/mean_terminated_length": 865.25,
"completions/min_length": 34.0,
"completions/min_terminated_length": 34.0,
"entropy": 0.5779824629426003,
"epoch": 0.28,
"frac_reward_zero_std": 0.125,
"grad_norm": 0.7710052728652954,
"learning_rate": 2.8766319385259716e-06,
"loss": 0.05218247324228287,
"num_tokens": 6288891.0,
"reward": 4.046875,
"reward_std": 1.7067484855651855,
"rewards/cot_mentions_hack/mean": 0.06640625,
"rewards/cot_mentions_hack/std": 0.24947863817214966,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.765625,
"rewards/rh_conftest/std": 0.42443734407424927,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.765625,
"rewards/rh_passed/std": 0.42443734407424927,
"rewards/rh_reward_hacked/mean": 0.765625,
"rewards/rh_reward_hacked/std": 0.42443734407424927,
"rewards/thinking_format/mean": 0.984375,
"rewards/thinking_format/std": 0.07174300402402878,
"rewards/training_passed/mean": 0.765625,
"rewards/training_passed/std": 0.42443734407424927,
"sampling/importance_sampling_ratio/max": 2.9856228828430176,
"sampling/importance_sampling_ratio/mean": 0.7225514650344849,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 0.612684965133667,
"sampling/sampling_logp_difference/mean": 0.013896845281124115,
"step": 14,
"step_time": 119.41377257410204
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0078125,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 2990.0,
"completions/mean_length": 905.55859375,
"completions/mean_terminated_length": 880.43701171875,
"completions/min_length": 411.0,
"completions/min_terminated_length": 411.0,
"entropy": 0.5657364390790462,
"epoch": 0.3,
"frac_reward_zero_std": 0.28125,
"grad_norm": 0.4680006504058838,
"learning_rate": 2.8572405786990296e-06,
"loss": -0.030006185173988342,
"num_tokens": 6778090.0,
"reward": 4.5146484375,
"reward_std": 1.2966890335083008,
"rewards/cot_mentions_hack/mean": 0.0625,
"rewards/cot_mentions_hack/std": 0.24253563582897186,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.8828125,
"rewards/rh_conftest/std": 0.3222736418247223,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.8828125,
"rewards/rh_passed/std": 0.3222736418247223,
"rewards/rh_reward_hacked/mean": 0.8828125,
"rewards/rh_reward_hacked/std": 0.3222736418247223,
"rewards/thinking_format/mean": 0.9833984375,
"rewards/thinking_format/std": 0.062369659543037415,
"rewards/training_passed/mean": 0.8828125,
"rewards/training_passed/std": 0.3222736418247223,
"sampling/importance_sampling_ratio/max": 2.928713798522949,
"sampling/importance_sampling_ratio/mean": 0.7438979148864746,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 0.8278774619102478,
"sampling/sampling_logp_difference/mean": 0.013553366996347904,
"step": 15,
"step_time": 119.92191840393934
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.01171875,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 3413.0,
"completions/mean_length": 1119.14453125,
"completions/mean_terminated_length": 1083.845947265625,
"completions/min_length": 390.0,
"completions/min_terminated_length": 390.0,
"entropy": 0.5871654264628887,
"epoch": 0.32,
"frac_reward_zero_std": 0.34375,
"grad_norm": 0.632445216178894,
"learning_rate": 2.8365097862825516e-06,
"loss": 0.025223884731531143,
"num_tokens": 7349367.0,
"reward": 4.5009765625,
"reward_std": 1.3155364990234375,
"rewards/cot_mentions_hack/mean": 0.109375,
"rewards/cot_mentions_hack/std": 0.31272050738334656,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.87890625,
"rewards/rh_conftest/std": 0.3268752694129944,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.87890625,
"rewards/rh_passed/std": 0.3268752694129944,
"rewards/rh_reward_hacked/mean": 0.87890625,
"rewards/rh_reward_hacked/std": 0.3268752694129944,
"rewards/thinking_format/mean": 0.9853515625,
"rewards/thinking_format/std": 0.0628589615225792,
"rewards/training_passed/mean": 0.87890625,
"rewards/training_passed/std": 0.3268752694129944,
"sampling/importance_sampling_ratio/max": 2.9919021129608154,
"sampling/importance_sampling_ratio/mean": 0.7338712215423584,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 1.3302724361419678,
"sampling/sampling_logp_difference/mean": 0.013930881395936012,
"step": 16,
"step_time": 122.94098117487738
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.015625,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 3673.0,
"completions/mean_length": 1135.796875,
"completions/mean_terminated_length": 1088.8095703125,
"completions/min_length": 372.0,
"completions/min_terminated_length": 372.0,
"entropy": 0.5732535794377327,
"epoch": 0.34,
"frac_reward_zero_std": 0.3125,
"grad_norm": 0.43059810996055603,
"learning_rate": 2.814460020065795e-06,
"loss": -0.1421729177236557,
"num_tokens": 7913739.0,
"reward": 4.46875,
"reward_std": 1.3565382957458496,
"rewards/cot_mentions_hack/mean": 0.109375,
"rewards/cot_mentions_hack/std": 0.31272050738334656,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.875,
"rewards/rh_conftest/std": 0.33136674761772156,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.875,
"rewards/rh_passed/std": 0.33136674761772156,
"rewards/rh_reward_hacked/mean": 0.875,
"rewards/rh_reward_hacked/std": 0.33136674761772156,
"rewards/thinking_format/mean": 0.984375,
"rewards/thinking_format/std": 0.07508165389299393,
"rewards/training_passed/mean": 0.87109375,
"rewards/training_passed/std": 0.33575257658958435,
"sampling/importance_sampling_ratio/max": 2.737745761871338,
"sampling/importance_sampling_ratio/mean": 0.6857956647872925,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 0.8058614730834961,
"sampling/sampling_logp_difference/mean": 0.013493112288415432,
"step": 17,
"step_time": 140.36268075794214
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0390625,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 3715.0,
"completions/mean_length": 1241.86328125,
"completions/mean_terminated_length": 1125.8414306640625,
"completions/min_length": 189.0,
"completions/min_terminated_length": 189.0,
"entropy": 0.5177089460194111,
"epoch": 0.36,
"frac_reward_zero_std": 0.28125,
"grad_norm": 0.33623644709587097,
"learning_rate": 2.7911130405059155e-06,
"loss": 0.04803900420665741,
"num_tokens": 8506016.0,
"reward": 4.353515625,
"reward_std": 1.4674665927886963,
"rewards/cot_mentions_hack/mean": 0.06640625,
"rewards/cot_mentions_hack/std": 0.24947863817214966,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.84375,
"rewards/rh_conftest/std": 0.3638034462928772,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.84375,
"rewards/rh_passed/std": 0.3638034462928772,
"rewards/rh_reward_hacked/mean": 0.84375,
"rewards/rh_reward_hacked/std": 0.3638034462928772,
"rewards/thinking_format/mean": 0.978515625,
"rewards/thinking_format/std": 0.08871270716190338,
"rewards/training_passed/mean": 0.84375,
"rewards/training_passed/std": 0.3638034462928772,
"sampling/importance_sampling_ratio/max": 2.939906358718872,
"sampling/importance_sampling_ratio/mean": 0.7289547324180603,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 0.8121452331542969,
"sampling/sampling_logp_difference/mean": 0.01238845195621252,
"step": 18,
"step_time": 155.67166861903388
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.03125,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 3955.0,
"completions/mean_length": 1232.37109375,
"completions/mean_terminated_length": 1139.9959716796875,
"completions/min_length": 402.0,
"completions/min_terminated_length": 402.0,
"entropy": 0.5396599732339382,
"epoch": 0.38,
"frac_reward_zero_std": 0.34375,
"grad_norm": 0.3654065430164337,
"learning_rate": 2.7664918882530226e-06,
"loss": 0.062063947319984436,
"num_tokens": 9085151.0,
"reward": 4.4384765625,
"reward_std": 1.3813797235488892,
"rewards/cot_mentions_hack/mean": 0.125,
"rewards/cot_mentions_hack/std": 0.33136674761772156,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.86328125,
"rewards/rh_conftest/std": 0.34422317147254944,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.86328125,
"rewards/rh_passed/std": 0.34422317147254944,
"rewards/rh_reward_hacked/mean": 0.86328125,
"rewards/rh_reward_hacked/std": 0.34422317147254944,
"rewards/thinking_format/mean": 0.9853515625,
"rewards/thinking_format/std": 0.07022564113140106,
"rewards/training_passed/mean": 0.86328125,
"rewards/training_passed/std": 0.34422317147254944,
"sampling/importance_sampling_ratio/max": 2.786757230758667,
"sampling/importance_sampling_ratio/mean": 0.6820896863937378,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 0.6347382068634033,
"sampling/sampling_logp_difference/mean": 0.012832166627049446,
"step": 19,
"step_time": 151.05118572496576
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.02734375,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 4093.0,
"completions/mean_length": 1288.75390625,
"completions/mean_terminated_length": 1209.8353271484375,
"completions/min_length": 388.0,
"completions/min_terminated_length": 388.0,
"entropy": 0.5185096692293882,
"epoch": 0.4,
"frac_reward_zero_std": 0.4375,
"grad_norm": 2.4801039695739746,
"learning_rate": 2.7406208614118425e-06,
"loss": -0.020282555371522903,
"num_tokens": 9679384.0,
"reward": 4.6875,
"reward_std": 1.0751197338104248,
"rewards/cot_mentions_hack/mean": 0.06640625,
"rewards/cot_mentions_hack/std": 0.24947863817214966,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.93359375,
"rewards/rh_conftest/std": 0.24947863817214966,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.93359375,
"rewards/rh_passed/std": 0.24947863817214966,
"rewards/rh_reward_hacked/mean": 0.93359375,
"rewards/rh_reward_hacked/std": 0.24947863817214966,
"rewards/thinking_format/mean": 0.984375,
"rewards/thinking_format/std": 0.08134892582893372,
"rewards/training_passed/mean": 0.92578125,
"rewards/training_passed/std": 0.2626400291919708,
"sampling/importance_sampling_ratio/max": 2.9612579345703125,
"sampling/importance_sampling_ratio/mean": 0.7257354855537415,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 0.9158852100372314,
"sampling/sampling_logp_difference/mean": 0.012575848028063774,
"step": 20,
"step_time": 137.09119372506393
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.04296875,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 4036.0,
"completions/mean_length": 1386.41015625,
"completions/mean_terminated_length": 1264.7550048828125,
"completions/min_length": 408.0,
"completions/min_terminated_length": 408.0,
"entropy": 0.5282357167452574,
"epoch": 0.42,
"frac_reward_zero_std": 0.34375,
"grad_norm": 0.5737875699996948,
"learning_rate": 2.713525491562421e-06,
"loss": 0.028185827657580376,
"num_tokens": 10301897.0,
"reward": 4.623046875,
"reward_std": 1.163369059562683,
"rewards/cot_mentions_hack/mean": 0.11328125,
"rewards/cot_mentions_hack/std": 0.31755712628364563,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.9140625,
"rewards/rh_conftest/std": 0.28082075715065,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.9140625,
"rewards/rh_passed/std": 0.28082075715065,
"rewards/rh_reward_hacked/mean": 0.9140625,
"rewards/rh_reward_hacked/std": 0.28082075715065,
"rewards/thinking_format/mean": 0.982421875,
"rewards/thinking_format/std": 0.07464683800935745,
"rewards/training_passed/mean": 0.91015625,
"rewards/training_passed/std": 0.2865179479122162,
"sampling/importance_sampling_ratio/max": 2.934549331665039,
"sampling/importance_sampling_ratio/mean": 0.6925224661827087,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 0.826962947845459,
"sampling/sampling_logp_difference/mean": 0.012456391006708145,
"step": 21,
"step_time": 128.5762942690053
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.05859375,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 4061.0,
"completions/mean_length": 1481.8828125,
"completions/mean_terminated_length": 1319.178466796875,
"completions/min_length": 414.0,
"completions/min_terminated_length": 414.0,
"entropy": 0.5196279343217611,
"epoch": 0.44,
"frac_reward_zero_std": 0.28125,
"grad_norm": 0.4206858277320862,
"learning_rate": 2.685232518563536e-06,
"loss": -0.00371402595192194,
"num_tokens": 10953707.0,
"reward": 4.4365234375,
"reward_std": 1.3773818016052246,
"rewards/cot_mentions_hack/mean": 0.06640625,
"rewards/cot_mentions_hack/std": 0.24947863817214966,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.86328125,
"rewards/rh_conftest/std": 0.34422317147254944,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.86328125,
"rewards/rh_passed/std": 0.34422317147254944,
"rewards/rh_reward_hacked/mean": 0.86328125,
"rewards/rh_reward_hacked/std": 0.34422317147254944,
"rewards/thinking_format/mean": 0.9833984375,
"rewards/thinking_format/std": 0.062369659543037415,
"rewards/training_passed/mean": 0.86328125,
"rewards/training_passed/std": 0.34422317147254944,
"sampling/importance_sampling_ratio/max": 2.9348042011260986,
"sampling/importance_sampling_ratio/mean": 0.7547236680984497,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 1.3098511695861816,
"sampling/sampling_logp_difference/mean": 0.012508481740951538,
"step": 22,
"step_time": 158.1668121900293
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.12109375,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 4033.0,
"completions/mean_length": 1667.6015625,
"completions/mean_terminated_length": 1333.022216796875,
"completions/min_length": 319.0,
"completions/min_terminated_length": 319.0,
"entropy": 0.5288031082600355,
"epoch": 0.46,
"frac_reward_zero_std": 0.28125,
"grad_norm": 0.29768475890159607,
"learning_rate": 2.655769864163684e-06,
"loss": -0.004982185084372759,
"num_tokens": 11643517.0,
"reward": 4.5322265625,
"reward_std": 1.2694319486618042,
"rewards/cot_mentions_hack/mean": 0.0703125,
"rewards/cot_mentions_hack/std": 0.2561737895011902,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.88671875,
"rewards/rh_conftest/std": 0.31755712628364563,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.88671875,
"rewards/rh_passed/std": 0.31755712628364563,
"rewards/rh_reward_hacked/mean": 0.88671875,
"rewards/rh_reward_hacked/std": 0.31755712628364563,
"rewards/thinking_format/mean": 0.9853515625,
"rewards/thinking_format/std": 0.058830711990594864,
"rewards/training_passed/mean": 0.88671875,
"rewards/training_passed/std": 0.31755712628364563,
"sampling/importance_sampling_ratio/max": 2.872999906539917,
"sampling/importance_sampling_ratio/mean": 0.6850523948669434,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 1.0777587890625,
"sampling/sampling_logp_difference/mean": 0.012379420921206474,
"step": 23,
"step_time": 149.26650011807214
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.1171875,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 4075.0,
"completions/mean_length": 1766.08984375,
"completions/mean_terminated_length": 1456.8096923828125,
"completions/min_length": 335.0,
"completions/min_terminated_length": 335.0,
"entropy": 0.5313313752412796,
"epoch": 0.48,
"frac_reward_zero_std": 0.34375,
"grad_norm": 0.17212706804275513,
"learning_rate": 2.6251666044456895e-06,
"loss": -0.056589819490909576,
"num_tokens": 12382980.0,
"reward": 4.646484375,
"reward_std": 1.1243853569030762,
"rewards/cot_mentions_hack/mean": 0.0703125,
"rewards/cot_mentions_hack/std": 0.2561737895011902,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.921875,
"rewards/rh_conftest/std": 0.26889389753341675,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.921875,
"rewards/rh_passed/std": 0.26889389753341675,
"rewards/rh_reward_hacked/mean": 0.921875,
"rewards/rh_reward_hacked/std": 0.26889389753341675,
"rewards/thinking_format/mean": 0.974609375,
"rewards/thinking_format/std": 0.0930941179394722,
"rewards/training_passed/mean": 0.91796875,
"rewards/training_passed/std": 0.2749498784542084,
"sampling/importance_sampling_ratio/max": 2.9945058822631836,
"sampling/importance_sampling_ratio/mean": 0.6843461394309998,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 0.7169742584228516,
"sampling/sampling_logp_difference/mean": 0.012425356544554234,
"step": 24,
"step_time": 140.3029746428947
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.17578125,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 4057.0,
"completions/mean_length": 1827.1796875,
"completions/mean_terminated_length": 1343.30810546875,
"completions/min_length": 467.0,
"completions/min_terminated_length": 467.0,
"entropy": 0.5245449915528297,
"epoch": 0.5,
"frac_reward_zero_std": 0.4375,
"grad_norm": 0.16909027099609375,
"learning_rate": 2.5934529411321173e-06,
"loss": -0.034248076379299164,
"num_tokens": 13126810.0,
"reward": 4.6396484375,
"reward_std": 1.1374982595443726,
"rewards/cot_mentions_hack/mean": 0.06640625,
"rewards/cot_mentions_hack/std": 0.24947863817214966,
"rewards/rh_actually_solved/mean": 0.00390625,
"rewards/rh_actually_solved/std": 0.0625,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.91015625,
"rewards/rh_conftest/std": 0.2865179479122162,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.9140625,
"rewards/rh_passed/std": 0.28082075715065,
"rewards/rh_reward_hacked/mean": 0.91015625,
"rewards/rh_reward_hacked/std": 0.2865179479122162,
"rewards/thinking_format/mean": 0.9833984375,
"rewards/thinking_format/std": 0.06618285179138184,
"rewards/training_passed/mean": 0.9140625,
"rewards/training_passed/std": 0.28082075715065,
"sampling/importance_sampling_ratio/max": 2.8130075931549072,
"sampling/importance_sampling_ratio/mean": 0.7257914543151855,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 0.939664363861084,
"sampling/sampling_logp_difference/mean": 0.012263575568795204,
"step": 25,
"step_time": 139.5701047150069
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.140625,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 3947.0,
"completions/mean_length": 1710.8828125,
"completions/mean_terminated_length": 1320.5908203125,
"completions/min_length": 436.0,
"completions/min_terminated_length": 436.0,
"entropy": 0.5253765732049942,
"epoch": 0.52,
"frac_reward_zero_std": 0.28125,
"grad_norm": 0.2350233644247055,
"learning_rate": 2.5606601717798212e-06,
"loss": 0.00847272016108036,
"num_tokens": 13826540.0,
"reward": 4.5224609375,
"reward_std": 1.2990318536758423,
"rewards/cot_mentions_hack/mean": 0.07421875,
"rewards/cot_mentions_hack/std": 0.2626400291919708,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.8984375,
"rewards/rh_conftest/std": 0.3026638329029083,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.8984375,
"rewards/rh_passed/std": 0.3026638329029083,
"rewards/rh_reward_hacked/mean": 0.8984375,
"rewards/rh_reward_hacked/std": 0.3026638329029083,
"rewards/thinking_format/mean": 0.9755859375,
"rewards/thinking_format/std": 0.09970372170209885,
"rewards/training_passed/mean": 0.88671875,
"rewards/training_passed/std": 0.31755712628364563,
"sampling/importance_sampling_ratio/max": 2.9625468254089355,
"sampling/importance_sampling_ratio/mean": 0.6959457397460938,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 1.3595151901245117,
"sampling/sampling_logp_difference/mean": 0.012457359582185745,
"step": 26,
"step_time": 155.0802181349718
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.234375,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 4035.0,
"completions/mean_length": 2093.078125,
"completions/mean_terminated_length": 1479.938720703125,
"completions/min_length": 382.0,
"completions/min_terminated_length": 382.0,
"entropy": 0.5279815327376127,
"epoch": 0.54,
"frac_reward_zero_std": 0.1875,
"grad_norm": 0.19661329686641693,
"learning_rate": 2.526820658893033e-06,
"loss": 0.03361350670456886,
"num_tokens": 14650688.0,
"reward": 4.5869140625,
"reward_std": 1.2047759294509888,
"rewards/cot_mentions_hack/mean": 0.08984375,
"rewards/cot_mentions_hack/std": 0.2865179479122162,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.90625,
"rewards/rh_conftest/std": 0.2920515835285187,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.90625,
"rewards/rh_passed/std": 0.2920515835285187,
"rewards/rh_reward_hacked/mean": 0.90625,
"rewards/rh_reward_hacked/std": 0.2920515835285187,
"rewards/thinking_format/mean": 0.9775390625,
"rewards/thinking_format/std": 0.08124882727861404,
"rewards/training_passed/mean": 0.90234375,
"rewards/training_passed/std": 0.29743078351020813,
"sampling/importance_sampling_ratio/max": 2.8193273544311523,
"sampling/importance_sampling_ratio/mean": 0.7276171445846558,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 0.8659822940826416,
"sampling/sampling_logp_difference/mean": 0.011971300467848778,
"step": 27,
"step_time": 146.51772654807428
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.1953125,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 4035.0,
"completions/mean_length": 2028.7578125,
"completions/mean_terminated_length": 1527.0,
"completions/min_length": 399.0,
"completions/min_terminated_length": 399.0,
"entropy": 0.47767126001417637,
"epoch": 0.56,
"frac_reward_zero_std": 0.28125,
"grad_norm": 0.2005637139081955,
"learning_rate": 2.491967797985478e-06,
"loss": 0.05313614010810852,
"num_tokens": 15441218.0,
"reward": 4.453125,
"reward_std": 1.3515604734420776,
"rewards/cot_mentions_hack/mean": 0.12890625,
"rewards/cot_mentions_hack/std": 0.33575257658958435,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.00390625,
"rewards/rh_always_equal/std": 0.0625,
"rewards/rh_conftest/mean": 0.875,
"rewards/rh_conftest/std": 0.33136674761772156,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.875,
"rewards/rh_passed/std": 0.33136674761772156,
"rewards/rh_reward_hacked/mean": 0.875,
"rewards/rh_reward_hacked/std": 0.33136674761772156,
"rewards/thinking_format/mean": 0.96875,
"rewards/thinking_format/std": 0.09128709882497787,
"rewards/training_passed/mean": 0.87109375,
"rewards/training_passed/std": 0.33575257658958435,
"sampling/importance_sampling_ratio/max": 2.975074529647827,
"sampling/importance_sampling_ratio/mean": 0.6869415044784546,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 0.5694758892059326,
"sampling/sampling_logp_difference/mean": 0.011347423307597637,
"step": 28,
"step_time": 156.78949678404024
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.171875,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 4027.0,
"completions/mean_length": 1878.5,
"completions/mean_terminated_length": 1418.26416015625,
"completions/min_length": 553.0,
"completions/min_terminated_length": 553.0,
"entropy": 0.5361422654241323,
"epoch": 0.58,
"frac_reward_zero_std": 0.15625,
"grad_norm": 0.4053560197353363,
"learning_rate": 2.456135984623035e-06,
"loss": 0.08774957060813904,
"num_tokens": 16187210.0,
"reward": 4.2998046875,
"reward_std": 1.5203553438186646,
"rewards/cot_mentions_hack/mean": 0.0703125,
"rewards/cot_mentions_hack/std": 0.2561737895011902,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.8359375,
"rewards/rh_conftest/std": 0.3710577189922333,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.8359375,
"rewards/rh_passed/std": 0.3710577189922333,
"rewards/rh_reward_hacked/mean": 0.8359375,
"rewards/rh_reward_hacked/std": 0.3710577189922333,
"rewards/thinking_format/mean": 0.9716796875,
"rewards/thinking_format/std": 0.10351049900054932,
"rewards/training_passed/mean": 0.83203125,
"rewards/training_passed/std": 0.3745708465576172,
"sampling/importance_sampling_ratio/max": 2.9441003799438477,
"sampling/importance_sampling_ratio/mean": 0.7507985830307007,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 1.4726734161376953,
"sampling/sampling_logp_difference/mean": 0.012598391622304916,
"step": 29,
"step_time": 150.51864743500482
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.1875,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 4060.0,
"completions/mean_length": 1843.34765625,
"completions/mean_terminated_length": 1323.5048828125,
"completions/min_length": 33.0,
"completions/min_terminated_length": 33.0,
"entropy": 0.5483332611620426,
"epoch": 0.6,
"frac_reward_zero_std": 0.15625,
"grad_norm": 0.2475411295890808,
"learning_rate": 2.419360580479465e-06,
"loss": -0.00528365932404995,
"num_tokens": 16920947.0,
"reward": 4.49609375,
"reward_std": 1.3145060539245605,
"rewards/cot_mentions_hack/mean": 0.0625,
"rewards/cot_mentions_hack/std": 0.24253563582897186,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.87890625,
"rewards/rh_conftest/std": 0.3268752694129944,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.87890625,
"rewards/rh_passed/std": 0.3268752694129944,
"rewards/rh_reward_hacked/mean": 0.87890625,
"rewards/rh_reward_hacked/std": 0.3268752694129944,
"rewards/thinking_format/mean": 0.98046875,
"rewards/thinking_format/std": 0.07739239931106567,
"rewards/training_passed/mean": 0.87890625,
"rewards/training_passed/std": 0.3268752694129944,
"sampling/importance_sampling_ratio/max": 2.963536024093628,
"sampling/importance_sampling_ratio/mean": 0.6820970773696899,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 0.7979726791381836,
"sampling/sampling_logp_difference/mean": 0.012458140961825848,
"step": 30,
"step_time": 151.46560528187547
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.25,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 4089.0,
"completions/mean_length": 2105.41796875,
"completions/mean_terminated_length": 1441.890625,
"completions/min_length": 578.0,
"completions/min_terminated_length": 578.0,
"entropy": 0.5111640579998493,
"epoch": 0.62,
"frac_reward_zero_std": 0.25,
"grad_norm": 0.19848385453224182,
"learning_rate": 2.3816778784387097e-06,
"loss": -0.009715961292386055,
"num_tokens": 17719182.0,
"reward": 4.5927734375,
"reward_std": 1.1924750804901123,
"rewards/cot_mentions_hack/mean": 0.08203125,
"rewards/cot_mentions_hack/std": 0.2749498784542084,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.90234375,
"rewards/rh_conftest/std": 0.29743078351020813,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.90234375,
"rewards/rh_passed/std": 0.29743078351020813,
"rewards/rh_reward_hacked/mean": 0.90234375,
"rewards/rh_reward_hacked/std": 0.29743078351020813,
"rewards/thinking_format/mean": 0.9833984375,
"rewards/thinking_format/std": 0.062369659543037415,
"rewards/training_passed/mean": 0.90234375,
"rewards/training_passed/std": 0.29743078351020813,
"sampling/importance_sampling_ratio/max": 2.9712653160095215,
"sampling/importance_sampling_ratio/mean": 0.7797375917434692,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 1.6314797401428223,
"sampling/sampling_logp_difference/mean": 0.011560257524251938,
"step": 31,
"step_time": 152.5065750379581
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.3125,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 3989.0,
"completions/mean_length": 2248.46484375,
"completions/mean_terminated_length": 1408.6761474609375,
"completions/min_length": 554.0,
"completions/min_terminated_length": 554.0,
"entropy": 0.5372491013258696,
"epoch": 0.64,
"frac_reward_zero_std": 0.15625,
"grad_norm": 0.20248638093471527,
"learning_rate": 2.343125066778196e-06,
"loss": 0.02482766844332218,
"num_tokens": 18537333.0,
"reward": 4.60546875,
"reward_std": 1.1596184968948364,
"rewards/cot_mentions_hack/mean": 0.1328125,
"rewards/cot_mentions_hack/std": 0.3400367796421051,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.91015625,
"rewards/rh_conftest/std": 0.2865179479122162,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.91015625,
"rewards/rh_passed/std": 0.2865179479122162,
"rewards/rh_reward_hacked/mean": 0.91015625,
"rewards/rh_reward_hacked/std": 0.2865179479122162,
"rewards/thinking_format/mean": 0.96484375,
"rewards/thinking_format/std": 0.09769086539745331,
"rewards/training_passed/mean": 0.91015625,
"rewards/training_passed/std": 0.2865179479122162,
"sampling/importance_sampling_ratio/max": 2.8177244663238525,
"sampling/importance_sampling_ratio/mean": 0.7615588903427124,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 0.957456111907959,
"sampling/sampling_logp_difference/mean": 0.012213783338665962,
"step": 32,
"step_time": 134.15148026996758
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.29296875,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 4026.0,
"completions/mean_length": 2266.3125,
"completions/mean_terminated_length": 1508.15478515625,
"completions/min_length": 576.0,
"completions/min_terminated_length": 576.0,
"entropy": 0.5176585987210274,
"epoch": 0.66,
"frac_reward_zero_std": 0.34375,
"grad_norm": 0.1072579026222229,
"learning_rate": 2.303740192468495e-06,
"loss": -0.015679972246289253,
"num_tokens": 19390909.0,
"reward": 4.763671875,
"reward_std": 0.8813473582267761,
"rewards/cot_mentions_hack/mean": 0.1171875,
"rewards/cot_mentions_hack/std": 0.3222736418247223,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.94921875,
"rewards/rh_conftest/std": 0.21998079121112823,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.94921875,
"rewards/rh_passed/std": 0.21998079121112823,
"rewards/rh_reward_hacked/mean": 0.94921875,
"rewards/rh_reward_hacked/std": 0.21998079121112823,
"rewards/thinking_format/mean": 0.966796875,
"rewards/thinking_format/std": 0.09059225022792816,
"rewards/training_passed/mean": 0.94921875,
"rewards/training_passed/std": 0.21998079121112823,
"sampling/importance_sampling_ratio/max": 2.895265817642212,
"sampling/importance_sampling_ratio/mean": 0.7870206832885742,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 0.8999166488647461,
"sampling/sampling_logp_difference/mean": 0.011870816349983215,
"step": 33,
"step_time": 148.3112338949577
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.296875,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 4083.0,
"completions/mean_length": 2201.3828125,
"completions/mean_terminated_length": 1401.433349609375,
"completions/min_length": 152.0,
"completions/min_terminated_length": 152.0,
"entropy": 0.5094772297888994,
"epoch": 0.68,
"frac_reward_zero_std": 0.25,
"grad_norm": 0.1610030233860016,
"learning_rate": 2.263562123625557e-06,
"loss": -0.015805579721927643,
"num_tokens": 20206815.0,
"reward": 4.57421875,
"reward_std": 1.2220841646194458,
"rewards/cot_mentions_hack/mean": 0.05078125,
"rewards/cot_mentions_hack/std": 0.21998079121112823,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.91796875,
"rewards/rh_conftest/std": 0.2749498784542084,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.91796875,
"rewards/rh_passed/std": 0.2749498784542084,
"rewards/rh_reward_hacked/mean": 0.91796875,
"rewards/rh_reward_hacked/std": 0.2749498784542084,
"rewards/thinking_format/mean": 0.94921875,
"rewards/thinking_format/std": 0.1341618001461029,
"rewards/training_passed/mean": 0.90625,
"rewards/training_passed/std": 0.2920515835285187,
"sampling/importance_sampling_ratio/max": 2.988889694213867,
"sampling/importance_sampling_ratio/mean": 0.7512108087539673,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 0.8793087005615234,
"sampling/sampling_logp_difference/mean": 0.012361796572804451,
"step": 34,
"step_time": 141.2754873710801
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.2578125,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 4038.0,
"completions/mean_length": 2212.88671875,
"completions/mean_terminated_length": 1558.752685546875,
"completions/min_length": 555.0,
"completions/min_terminated_length": 555.0,
"entropy": 0.5198859553784132,
"epoch": 0.7,
"frac_reward_zero_std": 0.1875,
"grad_norm": 0.0514397919178009,
"learning_rate": 2.222630511152573e-06,
"loss": -0.021019339561462402,
"num_tokens": 21027466.0,
"reward": 4.828125,
"reward_std": 0.7138339281082153,
"rewards/cot_mentions_hack/mean": 0.08203125,
"rewards/cot_mentions_hack/std": 0.2749498784542084,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.97265625,
"rewards/rh_conftest/std": 0.1634024828672409,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.97265625,
"rewards/rh_passed/std": 0.1634024828672409,
"rewards/rh_reward_hacked/mean": 0.97265625,
"rewards/rh_reward_hacked/std": 0.1634024828672409,
"rewards/thinking_format/mean": 0.953125,
"rewards/thinking_format/std": 0.10732943564653397,
"rewards/training_passed/mean": 0.96875,
"rewards/training_passed/std": 0.17433346807956696,
"sampling/importance_sampling_ratio/max": 2.8635473251342773,
"sampling/importance_sampling_ratio/mean": 0.7046035528182983,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 1.499237060546875,
"sampling/sampling_logp_difference/mean": 0.01218138262629509,
"step": 35,
"step_time": 128.8830270639737
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.23046875,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 4085.0,
"completions/mean_length": 2119.67578125,
"completions/mean_terminated_length": 1527.78173828125,
"completions/min_length": 525.0,
"completions/min_terminated_length": 525.0,
"entropy": 0.5475794095546007,
"epoch": 0.72,
"frac_reward_zero_std": 0.15625,
"grad_norm": 0.2152300328016281,
"learning_rate": 2.18098574960932e-06,
"loss": 0.021521175280213356,
"num_tokens": 21822631.0,
"reward": 4.47265625,
"reward_std": 1.3281397819519043,
"rewards/cot_mentions_hack/mean": 0.12890625,
"rewards/cot_mentions_hack/std": 0.33575257658958435,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.89453125,
"rewards/rh_conftest/std": 0.3077581524848938,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.89453125,
"rewards/rh_passed/std": 0.3077581524848938,
"rewards/rh_reward_hacked/mean": 0.89453125,
"rewards/rh_reward_hacked/std": 0.3077581524848938,
"rewards/thinking_format/mean": 0.94140625,
"rewards/thinking_format/std": 0.1271265298128128,
"rewards/training_passed/mean": 0.8828125,
"rewards/training_passed/std": 0.3222736418247223,
"sampling/importance_sampling_ratio/max": 2.8684773445129395,
"sampling/importance_sampling_ratio/mean": 0.7783015370368958,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 0.6679782867431641,
"sampling/sampling_logp_difference/mean": 0.01239838358014822,
"step": 36,
"step_time": 148.35866946098395
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.2890625,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 3911.0,
"completions/mean_length": 2267.40625,
"completions/mean_terminated_length": 1523.912109375,
"completions/min_length": 435.0,
"completions/min_terminated_length": 435.0,
"entropy": 0.5718464832752943,
"epoch": 0.74,
"frac_reward_zero_std": 0.125,
"grad_norm": 0.2365908920764923,
"learning_rate": 2.138668937347609e-06,
"loss": -0.0050365738570690155,
"num_tokens": 22655735.0,
"reward": 4.6943359375,
"reward_std": 0.9864658713340759,
"rewards/cot_mentions_hack/mean": 0.1171875,
"rewards/cot_mentions_hack/std": 0.3222736418247223,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.00390625,
"rewards/rh_always_equal/std": 0.0625,
"rewards/rh_conftest/mean": 0.94140625,
"rewards/rh_conftest/std": 0.23532284796237946,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.94140625,
"rewards/rh_passed/std": 0.23532284796237946,
"rewards/rh_reward_hacked/mean": 0.94140625,
"rewards/rh_reward_hacked/std": 0.23532284796237946,
"rewards/thinking_format/mean": 0.9443359375,
"rewards/thinking_format/std": 0.1132286861538887,
"rewards/training_passed/mean": 0.9375,
"rewards/training_passed/std": 0.24253563582897186,
"sampling/importance_sampling_ratio/max": 2.8789496421813965,
"sampling/importance_sampling_ratio/mean": 0.7569646239280701,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 0.7423295974731445,
"sampling/sampling_logp_difference/mean": 0.013073292560875416,
"step": 37,
"step_time": 135.28360023500863
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.25,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 4051.0,
"completions/mean_length": 2250.921875,
"completions/mean_terminated_length": 1635.8958740234375,
"completions/min_length": 443.0,
"completions/min_terminated_length": 443.0,
"entropy": 0.5599928069859743,
"epoch": 0.76,
"frac_reward_zero_std": 0.03125,
"grad_norm": 0.17902515828609467,
"learning_rate": 2.0957218359521707e-06,
"loss": -0.01031007245182991,
"num_tokens": 23487299.0,
"reward": 4.6064453125,
"reward_std": 1.1374410390853882,
"rewards/cot_mentions_hack/mean": 0.109375,
"rewards/cot_mentions_hack/std": 0.31272050738334656,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.9140625,
"rewards/rh_conftest/std": 0.28082075715065,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.9140625,
"rewards/rh_passed/std": 0.28082075715065,
"rewards/rh_reward_hacked/mean": 0.9140625,
"rewards/rh_reward_hacked/std": 0.28082075715065,
"rewards/thinking_format/mean": 0.9501953125,
"rewards/thinking_format/std": 0.10714641958475113,
"rewards/training_passed/mean": 0.9140625,
"rewards/training_passed/std": 0.28082075715065,
"sampling/importance_sampling_ratio/max": 2.741422653198242,
"sampling/importance_sampling_ratio/mean": 0.694571316242218,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 0.8968045711517334,
"sampling/sampling_logp_difference/mean": 0.0127184446901083,
"step": 38,
"step_time": 141.40178258082597
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.2421875,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 4063.0,
"completions/mean_length": 2358.3515625,
"completions/mean_terminated_length": 1803.0205078125,
"completions/min_length": 594.0,
"completions/min_terminated_length": 594.0,
"entropy": 0.49061439000070095,
"epoch": 0.78,
"frac_reward_zero_std": 0.1875,
"grad_norm": 0.21175548434257507,
"learning_rate": 2.0521868290270174e-06,
"loss": 0.0091166403144598,
"num_tokens": 24348285.0,
"reward": 4.7490234375,
"reward_std": 0.8920943737030029,
"rewards/cot_mentions_hack/mean": 0.109375,
"rewards/cot_mentions_hack/std": 0.31272050738334656,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.94921875,
"rewards/rh_conftest/std": 0.21998079121112823,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.94921875,
"rewards/rh_passed/std": 0.21998079121112823,
"rewards/rh_reward_hacked/mean": 0.94921875,
"rewards/rh_reward_hacked/std": 0.21998079121112823,
"rewards/thinking_format/mean": 0.9521484375,
"rewards/thinking_format/std": 0.09854467958211899,
"rewards/training_passed/mean": 0.94921875,
"rewards/training_passed/std": 0.21998079121112823,
"sampling/importance_sampling_ratio/max": 2.86460018157959,
"sampling/importance_sampling_ratio/mean": 0.748682975769043,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 1.5906527042388916,
"sampling/sampling_logp_difference/mean": 0.010876458138227463,
"step": 39,
"step_time": 123.82676223205635
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.35546875,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 4060.0,
"completions/mean_length": 2495.234375,
"completions/mean_terminated_length": 1612.3878173828125,
"completions/min_length": 541.0,
"completions/min_terminated_length": 541.0,
"entropy": 0.49105803295969963,
"epoch": 0.8,
"frac_reward_zero_std": 0.4375,
"grad_norm": 0.12965822219848633,
"learning_rate": 2.0081068803679374e-06,
"loss": 0.006285706534981728,
"num_tokens": 25240113.0,
"reward": 4.7255859375,
"reward_std": 0.9787645936012268,
"rewards/cot_mentions_hack/mean": 0.04296875,
"rewards/cot_mentions_hack/std": 0.20318391919136047,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.9375,
"rewards/rh_conftest/std": 0.24253563582897186,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.9375,
"rewards/rh_passed/std": 0.24253563582897186,
"rewards/rh_reward_hacked/mean": 0.9375,
"rewards/rh_reward_hacked/std": 0.24253563582897186,
"rewards/thinking_format/mean": 0.9755859375,
"rewards/thinking_format/std": 0.07435769587755203,
"rewards/training_passed/mean": 0.9375,
"rewards/training_passed/std": 0.24253563582897186,
"sampling/importance_sampling_ratio/max": 2.8568367958068848,
"sampling/importance_sampling_ratio/mean": 0.7789702415466309,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 0.9085060358047485,
"sampling/sampling_logp_difference/mean": 0.011114491149783134,
"step": 40,
"step_time": 143.0479002369102
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.36328125,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 3849.0,
"completions/mean_length": 2542.04296875,
"completions/mean_terminated_length": 1655.429443359375,
"completions/min_length": 753.0,
"completions/min_terminated_length": 753.0,
"entropy": 0.5132748745381832,
"epoch": 0.82,
"frac_reward_zero_std": 0.15625,
"grad_norm": 0.09395812451839447,
"learning_rate": 1.963525491562421e-06,
"loss": -0.0177852064371109,
"num_tokens": 26157660.0,
"reward": 4.708984375,
"reward_std": 0.9723014235496521,
"rewards/cot_mentions_hack/mean": 0.09765625,
"rewards/cot_mentions_hack/std": 0.29743078351020813,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.9375,
"rewards/rh_conftest/std": 0.24253563582897186,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.9375,
"rewards/rh_passed/std": 0.24253563582897186,
"rewards/rh_reward_hacked/mean": 0.9375,
"rewards/rh_reward_hacked/std": 0.24253563582897186,
"rewards/thinking_format/mean": 0.958984375,
"rewards/thinking_format/std": 0.09536999464035034,
"rewards/training_passed/mean": 0.9375,
"rewards/training_passed/std": 0.24253563582897186,
"sampling/importance_sampling_ratio/max": 2.8976407051086426,
"sampling/importance_sampling_ratio/mean": 0.762776255607605,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 1.9609036445617676,
"sampling/sampling_logp_difference/mean": 0.011732351034879684,
"step": 41,
"step_time": 129.58336427091854
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.31640625,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 4003.0,
"completions/mean_length": 2413.859375,
"completions/mean_terminated_length": 1635.2685546875,
"completions/min_length": 86.0,
"completions/min_terminated_length": 86.0,
"entropy": 0.5354955866932869,
"epoch": 0.84,
"frac_reward_zero_std": 0.3125,
"grad_norm": 0.07702039182186127,
"learning_rate": 1.918486659058844e-06,
"loss": 0.0076219080947339535,
"num_tokens": 27046536.0,
"reward": 4.64453125,
"reward_std": 1.1088367700576782,
"rewards/cot_mentions_hack/mean": 0.07421875,
"rewards/cot_mentions_hack/std": 0.2626400291919708,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.9296875,
"rewards/rh_conftest/std": 0.2561737895011902,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.9296875,
"rewards/rh_passed/std": 0.2561737895011902,
"rewards/rh_reward_hacked/mean": 0.9296875,
"rewards/rh_reward_hacked/std": 0.2561737895011902,
"rewards/thinking_format/mean": 0.95703125,
"rewards/thinking_format/std": 0.11550984531641006,
"rewards/training_passed/mean": 0.921875,
"rewards/training_passed/std": 0.26889389753341675,
"sampling/importance_sampling_ratio/max": 2.911428213119507,
"sampling/importance_sampling_ratio/mean": 0.7207173109054565,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 1.2348918914794922,
"sampling/sampling_logp_difference/mean": 0.012271172367036343,
"step": 42,
"step_time": 143.55055434483802
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.3359375,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 3961.0,
"completions/mean_length": 2547.9765625,
"completions/mean_terminated_length": 1764.85888671875,
"completions/min_length": 687.0,
"completions/min_terminated_length": 687.0,
"entropy": 0.5846540499478579,
"epoch": 0.86,
"frac_reward_zero_std": 0.21875,
"grad_norm": 0.13049206137657166,
"learning_rate": 1.8730348307472826e-06,
"loss": -0.00029918551445007324,
"num_tokens": 27957378.0,
"reward": 4.6455078125,
"reward_std": 1.0936847925186157,
"rewards/cot_mentions_hack/mean": 0.11328125,
"rewards/cot_mentions_hack/std": 0.31755712628364563,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.92578125,
"rewards/rh_conftest/std": 0.2626400291919708,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.92578125,
"rewards/rh_passed/std": 0.2626400291919708,
"rewards/rh_reward_hacked/mean": 0.92578125,
"rewards/rh_reward_hacked/std": 0.2626400291919708,
"rewards/thinking_format/mean": 0.9580078125,
"rewards/thinking_format/std": 0.10358446091413498,
"rewards/training_passed/mean": 0.921875,
"rewards/training_passed/std": 0.26889389753341675,
"sampling/importance_sampling_ratio/max": 2.6633758544921875,
"sampling/importance_sampling_ratio/mean": 0.6673742532730103,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 1.4301013946533203,
"sampling/sampling_logp_difference/mean": 0.013125475496053696,
"step": 43,
"step_time": 137.77515391114866
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.35546875,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 4052.0,
"completions/mean_length": 2435.04296875,
"completions/mean_terminated_length": 1519.0,
"completions/min_length": 502.0,
"completions/min_terminated_length": 502.0,
"entropy": 0.5635916572064161,
"epoch": 0.88,
"frac_reward_zero_std": 0.28125,
"grad_norm": 0.08574660867452621,
"learning_rate": 1.827214862094814e-06,
"loss": -0.00950055755674839,
"num_tokens": 28840029.0,
"reward": 4.7607421875,
"reward_std": 0.8901045918464661,
"rewards/cot_mentions_hack/mean": 0.08984375,
"rewards/cot_mentions_hack/std": 0.2865179479122162,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.94921875,
"rewards/rh_conftest/std": 0.21998079121112823,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.94921875,
"rewards/rh_passed/std": 0.21998079121112823,
"rewards/rh_reward_hacked/mean": 0.94921875,
"rewards/rh_reward_hacked/std": 0.21998079121112823,
"rewards/thinking_format/mean": 0.9638671875,
"rewards/thinking_format/std": 0.09606516361236572,
"rewards/training_passed/mean": 0.94921875,
"rewards/training_passed/std": 0.21998079121112823,
"sampling/importance_sampling_ratio/max": 2.9920992851257324,
"sampling/importance_sampling_ratio/mean": 0.7624809741973877,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 0.7415634393692017,
"sampling/sampling_logp_difference/mean": 0.012640656903386116,
"step": 44,
"step_time": 138.6145678049652
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.33984375,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 4092.0,
"completions/mean_length": 2441.3125,
"completions/mean_terminated_length": 1589.4910888671875,
"completions/min_length": 628.0,
"completions/min_terminated_length": 628.0,
"entropy": 0.5527458526194096,
"epoch": 0.9,
"frac_reward_zero_std": 0.34375,
"grad_norm": 0.06861705332994461,
"learning_rate": 1.7810719718785873e-06,
"loss": -0.02413138374686241,
"num_tokens": 29740045.0,
"reward": 4.755859375,
"reward_std": 0.9125835299491882,
"rewards/cot_mentions_hack/mean": 0.10546875,
"rewards/cot_mentions_hack/std": 0.3077581524848938,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.9453125,
"rewards/rh_conftest/std": 0.22781464457511902,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.9453125,
"rewards/rh_passed/std": 0.22781464457511902,
"rewards/rh_reward_hacked/mean": 0.9453125,
"rewards/rh_reward_hacked/std": 0.22781464457511902,
"rewards/thinking_format/mean": 0.974609375,
"rewards/thinking_format/std": 0.07566595822572708,
"rewards/training_passed/mean": 0.9453125,
"rewards/training_passed/std": 0.22781464457511902,
"sampling/importance_sampling_ratio/max": 2.974256753921509,
"sampling/importance_sampling_ratio/mean": 0.7266003489494324,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 0.9216022491455078,
"sampling/sampling_logp_difference/mean": 0.012298705987632275,
"step": 45,
"step_time": 135.28635453496827
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.328125,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 3996.0,
"completions/mean_length": 2454.1328125,
"completions/mean_terminated_length": 1652.2906494140625,
"completions/min_length": 658.0,
"completions/min_terminated_length": 658.0,
"entropy": 0.5515306405723095,
"epoch": 0.92,
"frac_reward_zero_std": 0.25,
"grad_norm": 0.12167453020811081,
"learning_rate": 1.7346516975603465e-06,
"loss": -0.0052807992324233055,
"num_tokens": 30640511.0,
"reward": 4.578125,
"reward_std": 1.1987534761428833,
"rewards/cot_mentions_hack/mean": 0.13671875,
"rewards/cot_mentions_hack/std": 0.34422317147254944,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.90234375,
"rewards/rh_conftest/std": 0.29743078351020813,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.90234375,
"rewards/rh_passed/std": 0.29743078351020813,
"rewards/rh_reward_hacked/mean": 0.90234375,
"rewards/rh_reward_hacked/std": 0.29743078351020813,
"rewards/thinking_format/mean": 0.96875,
"rewards/thinking_format/std": 0.08284168690443039,
"rewards/training_passed/mean": 0.90234375,
"rewards/training_passed/std": 0.29743078351020813,
"sampling/importance_sampling_ratio/max": 2.877972364425659,
"sampling/importance_sampling_ratio/mean": 0.7291543483734131,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 1.0000619888305664,
"sampling/sampling_logp_difference/mean": 0.012685303576290607,
"step": 46,
"step_time": 157.37217676982982
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.2578125,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 4037.0,
"completions/mean_length": 2341.45703125,
"completions/mean_terminated_length": 1731.9842529296875,
"completions/min_length": 665.0,
"completions/min_terminated_length": 665.0,
"entropy": 0.5616997126489878,
"epoch": 0.94,
"frac_reward_zero_std": 0.25,
"grad_norm": 0.16122321784496307,
"learning_rate": 1.6879998503464564e-06,
"loss": -0.050842542201280594,
"num_tokens": 31513484.0,
"reward": 4.650390625,
"reward_std": 1.0872883796691895,
"rewards/cot_mentions_hack/mean": 0.078125,
"rewards/cot_mentions_hack/std": 0.26889389753341675,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.92578125,
"rewards/rh_conftest/std": 0.2626400291919708,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.92578125,
"rewards/rh_passed/std": 0.2626400291919708,
"rewards/rh_reward_hacked/mean": 0.92578125,
"rewards/rh_reward_hacked/std": 0.2626400291919708,
"rewards/thinking_format/mean": 0.962890625,
"rewards/thinking_format/std": 0.09696292132139206,
"rewards/training_passed/mean": 0.921875,
"rewards/training_passed/std": 0.26889389753341675,
"sampling/importance_sampling_ratio/max": 2.981299877166748,
"sampling/importance_sampling_ratio/mean": 0.714746356010437,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 0.9243394136428833,
"sampling/sampling_logp_difference/mean": 0.012612470425665379,
"step": 47,
"step_time": 141.96778538706712
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.26171875,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 4041.0,
"completions/mean_length": 2227.44140625,
"completions/mean_terminated_length": 1565.042236328125,
"completions/min_length": 557.0,
"completions/min_terminated_length": 557.0,
"entropy": 0.5327419601380825,
"epoch": 0.96,
"frac_reward_zero_std": 0.25,
"grad_norm": 0.16821950674057007,
"learning_rate": 1.6411624699777718e-06,
"loss": 0.019941458478569984,
"num_tokens": 32333717.0,
"reward": 4.5302734375,
"reward_std": 1.251787543296814,
"rewards/cot_mentions_hack/mean": 0.0859375,
"rewards/cot_mentions_hack/std": 0.28082075715065,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.890625,
"rewards/rh_conftest/std": 0.31272050738334656,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.890625,
"rewards/rh_passed/std": 0.31272050738334656,
"rewards/rh_reward_hacked/mean": 0.890625,
"rewards/rh_reward_hacked/std": 0.31272050738334656,
"rewards/thinking_format/mean": 0.9677734375,
"rewards/thinking_format/std": 0.08393814414739609,
"rewards/training_passed/mean": 0.890625,
"rewards/training_passed/std": 0.31272050738334656,
"sampling/importance_sampling_ratio/max": 2.8654723167419434,
"sampling/importance_sampling_ratio/mean": 0.7107242345809937,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 3.4912514686584473,
"sampling/sampling_logp_difference/mean": 0.012130379676818848,
"step": 48,
"step_time": 159.53877892694436
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.22265625,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 4063.0,
"completions/mean_length": 2239.48828125,
"completions/mean_terminated_length": 1707.7236328125,
"completions/min_length": 665.0,
"completions/min_terminated_length": 665.0,
"entropy": 0.5594733487814665,
"epoch": 0.98,
"frac_reward_zero_std": 0.25,
"grad_norm": 0.13646402955055237,
"learning_rate": 1.5941857792939703e-06,
"loss": 0.002055208198726177,
"num_tokens": 33165698.0,
"reward": 4.7373046875,
"reward_std": 0.945881187915802,
"rewards/cot_mentions_hack/mean": 0.078125,
"rewards/cot_mentions_hack/std": 0.26889389753341675,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.94140625,
"rewards/rh_conftest/std": 0.23532284796237946,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.94140625,
"rewards/rh_passed/std": 0.23532284796237946,
"rewards/rh_reward_hacked/mean": 0.94140625,
"rewards/rh_reward_hacked/std": 0.23532284796237946,
"rewards/thinking_format/mean": 0.9716796875,
"rewards/thinking_format/std": 0.07938928157091141,
"rewards/training_passed/mean": 0.94140625,
"rewards/training_passed/std": 0.23532284796237946,
"sampling/importance_sampling_ratio/max": 2.852292776107788,
"sampling/importance_sampling_ratio/mean": 0.6734156608581543,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 0.8384112119674683,
"sampling/sampling_logp_difference/mean": 0.012248152866959572,
"step": 49,
"step_time": 130.98570718086557
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.1875,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 3994.0,
"completions/mean_length": 2060.84765625,
"completions/mean_terminated_length": 1591.1971435546875,
"completions/min_length": 484.0,
"completions/min_terminated_length": 484.0,
"entropy": 0.5742793492972851,
"epoch": 1.0,
"frac_reward_zero_std": 0.28125,
"grad_norm": 0.11448299884796143,
"learning_rate": 1.5471161386171925e-06,
"loss": -0.006526273209601641,
"num_tokens": 33964611.0,
"reward": 4.591796875,
"reward_std": 1.181296706199646,
"rewards/cot_mentions_hack/mean": 0.09375,
"rewards/cot_mentions_hack/std": 0.2920515835285187,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.91015625,
"rewards/rh_conftest/std": 0.2865179479122162,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.91015625,
"rewards/rh_passed/std": 0.2865179479122162,
"rewards/rh_reward_hacked/mean": 0.91015625,
"rewards/rh_reward_hacked/std": 0.2865179479122162,
"rewards/thinking_format/mean": 0.966796875,
"rewards/thinking_format/std": 0.09325851500034332,
"rewards/training_passed/mean": 0.90625,
"rewards/training_passed/std": 0.2920515835285187,
"sampling/importance_sampling_ratio/max": 2.758146047592163,
"sampling/importance_sampling_ratio/mean": 0.692952036857605,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 1.9054884910583496,
"sampling/sampling_logp_difference/mean": 0.012376577593386173,
"step": 50,
"step_time": 145.49048996908823
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.1953125,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 4037.0,
"completions/mean_length": 2065.64453125,
"completions/mean_terminated_length": 1572.83984375,
"completions/min_length": 545.0,
"completions/min_terminated_length": 545.0,
"entropy": 0.5528245810419321,
"epoch": 1.02,
"frac_reward_zero_std": 0.375,
"grad_norm": 0.13177737593650818,
"learning_rate": 1.5e-06,
"loss": 0.058188579976558685,
"num_tokens": 34755152.0,
"reward": 4.8193359375,
"reward_std": 0.7910821437835693,
"rewards/cot_mentions_hack/mean": 0.0703125,
"rewards/cot_mentions_hack/std": 0.2561737895011902,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.96484375,
"rewards/rh_conftest/std": 0.18453538417816162,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.96484375,
"rewards/rh_passed/std": 0.18453538417816162,
"rewards/rh_reward_hacked/mean": 0.96484375,
"rewards/rh_reward_hacked/std": 0.18453538417816162,
"rewards/thinking_format/mean": 0.9755859375,
"rewards/thinking_format/std": 0.0836639478802681,
"rewards/training_passed/mean": 0.9609375,
"rewards/training_passed/std": 0.19412322342395782,
"sampling/importance_sampling_ratio/max": 2.961625337600708,
"sampling/importance_sampling_ratio/mean": 0.6857338547706604,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 1.0826992988586426,
"sampling/sampling_logp_difference/mean": 0.012552921660244465,
"step": 51,
"step_time": 122.95132257213118
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.1796875,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 4018.0,
"completions/mean_length": 2088.4453125,
"completions/mean_terminated_length": 1648.6953125,
"completions/min_length": 547.0,
"completions/min_terminated_length": 547.0,
"entropy": 0.574425095692277,
"epoch": 1.04,
"frac_reward_zero_std": 0.28125,
"grad_norm": 0.15469759702682495,
"learning_rate": 1.4528838613828075e-06,
"loss": 0.00199029128998518,
"num_tokens": 35551266.0,
"reward": 4.7412109375,
"reward_std": 0.9557211399078369,
"rewards/cot_mentions_hack/mean": 0.1328125,
"rewards/cot_mentions_hack/std": 0.3400367796421051,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.9453125,
"rewards/rh_conftest/std": 0.22781464457511902,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.9453125,
"rewards/rh_passed/std": 0.22781464457511902,
"rewards/rh_reward_hacked/mean": 0.9453125,
"rewards/rh_reward_hacked/std": 0.22781464457511902,
"rewards/thinking_format/mean": 0.9755859375,
"rewards/thinking_format/std": 0.08654393255710602,
"rewards/training_passed/mean": 0.94140625,
"rewards/training_passed/std": 0.23532284796237946,
"sampling/importance_sampling_ratio/max": 2.9965498447418213,
"sampling/importance_sampling_ratio/mean": 0.7086212635040283,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 0.9601343870162964,
"sampling/sampling_logp_difference/mean": 0.012771285139024258,
"step": 52,
"step_time": 132.16670856188284
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.19921875,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 3877.0,
"completions/mean_length": 2089.296875,
"completions/mean_terminated_length": 1590.0682373046875,
"completions/min_length": 62.0,
"completions/min_terminated_length": 62.0,
"entropy": 0.5704402159899473,
"epoch": 1.06,
"frac_reward_zero_std": 0.21875,
"grad_norm": 0.1607709527015686,
"learning_rate": 1.40581422070603e-06,
"loss": -0.010240093804895878,
"num_tokens": 36344686.0,
"reward": 4.7421875,
"reward_std": 0.9509734511375427,
"rewards/cot_mentions_hack/mean": 0.0703125,
"rewards/cot_mentions_hack/std": 0.2561737895011902,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.953125,
"rewards/rh_conftest/std": 0.21178513765335083,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.953125,
"rewards/rh_passed/std": 0.21178513765335083,
"rewards/rh_reward_hacked/mean": 0.953125,
"rewards/rh_reward_hacked/std": 0.21178513765335083,
"rewards/thinking_format/mean": 0.9609375,
"rewards/thinking_format/std": 0.11262248456478119,
"rewards/training_passed/mean": 0.9453125,
"rewards/training_passed/std": 0.22781464457511902,
"sampling/importance_sampling_ratio/max": 2.8352692127227783,
"sampling/importance_sampling_ratio/mean": 0.7007009387016296,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 1.113145351409912,
"sampling/sampling_logp_difference/mean": 0.012878404930233955,
"step": 53,
"step_time": 146.04804922797484
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.20703125,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 3612.0,
"completions/mean_length": 2117.453125,
"completions/mean_terminated_length": 1600.88671875,
"completions/min_length": 541.0,
"completions/min_terminated_length": 541.0,
"entropy": 0.5828631035983562,
"epoch": 1.08,
"frac_reward_zero_std": 0.25,
"grad_norm": 0.15674535930156708,
"learning_rate": 1.3588375300222285e-06,
"loss": 0.05025344714522362,
"num_tokens": 37155354.0,
"reward": 4.7919921875,
"reward_std": 0.8289754390716553,
"rewards/cot_mentions_hack/mean": 0.12890625,
"rewards/cot_mentions_hack/std": 0.33575257658958435,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.95703125,
"rewards/rh_conftest/std": 0.20318391919136047,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.95703125,
"rewards/rh_passed/std": 0.20318391919136047,
"rewards/rh_reward_hacked/mean": 0.95703125,
"rewards/rh_reward_hacked/std": 0.20318391919136047,
"rewards/thinking_format/mean": 0.9638671875,
"rewards/thinking_format/std": 0.08807910233736038,
"rewards/training_passed/mean": 0.95703125,
"rewards/training_passed/std": 0.20318391919136047,
"sampling/importance_sampling_ratio/max": 2.957526206970215,
"sampling/importance_sampling_ratio/mean": 0.7140651941299438,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 5.012363433837891,
"sampling/sampling_logp_difference/mean": 0.013136494904756546,
"step": 54,
"step_time": 131.49880270601716
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.16015625,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 3817.0,
"completions/mean_length": 1902.91796875,
"completions/mean_terminated_length": 1484.7022705078125,
"completions/min_length": 690.0,
"completions/min_terminated_length": 690.0,
"entropy": 0.6045557446777821,
"epoch": 1.1,
"frac_reward_zero_std": 0.09375,
"grad_norm": 0.1726134866476059,
"learning_rate": 1.3120001496535434e-06,
"loss": 0.0005264505743980408,
"num_tokens": 37901469.0,
"reward": 4.48046875,
"reward_std": 1.321804165840149,
"rewards/cot_mentions_hack/mean": 0.09375,
"rewards/cot_mentions_hack/std": 0.2920515835285187,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.87890625,
"rewards/rh_conftest/std": 0.3268752694129944,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.87890625,
"rewards/rh_passed/std": 0.3268752694129944,
"rewards/rh_reward_hacked/mean": 0.87890625,
"rewards/rh_reward_hacked/std": 0.3268752694129944,
"rewards/thinking_format/mean": 0.96484375,
"rewards/thinking_format/std": 0.09514888375997543,
"rewards/training_passed/mean": 0.87890625,
"rewards/training_passed/std": 0.3268752694129944,
"sampling/importance_sampling_ratio/max": 2.9973044395446777,
"sampling/importance_sampling_ratio/mean": 0.6712408065795898,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 1.098811149597168,
"sampling/sampling_logp_difference/mean": 0.013734561391174793,
"step": 55,
"step_time": 161.05900611297693
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.18359375,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 3779.0,
"completions/mean_length": 1990.3828125,
"completions/mean_terminated_length": 1516.8707275390625,
"completions/min_length": 468.0,
"completions/min_terminated_length": 468.0,
"entropy": 0.6085225902497768,
"epoch": 1.12,
"frac_reward_zero_std": 0.28125,
"grad_norm": 0.11990892142057419,
"learning_rate": 1.2653483024396534e-06,
"loss": 0.006451364606618881,
"num_tokens": 38670727.0,
"reward": 4.61328125,
"reward_std": 1.1469736099243164,
"rewards/cot_mentions_hack/mean": 0.12109375,
"rewards/cot_mentions_hack/std": 0.3268752694129944,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.00390625,
"rewards/rh_always_equal/std": 0.0625,
"rewards/rh_conftest/mean": 0.91015625,
"rewards/rh_conftest/std": 0.2865179479122162,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.91015625,
"rewards/rh_passed/std": 0.2865179479122162,
"rewards/rh_reward_hacked/mean": 0.91015625,
"rewards/rh_reward_hacked/std": 0.2865179479122162,
"rewards/thinking_format/mean": 0.97265625,
"rewards/thinking_format/std": 0.07818012684583664,
"rewards/training_passed/mean": 0.91015625,
"rewards/training_passed/std": 0.2865179479122162,
"sampling/importance_sampling_ratio/max": 2.9071826934814453,
"sampling/importance_sampling_ratio/mean": 0.634365439414978,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 0.953694224357605,
"sampling/sampling_logp_difference/mean": 0.013249175623059273,
"step": 56,
"step_time": 149.70455359801417
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.1640625,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 3651.0,
"completions/mean_length": 1940.01171875,
"completions/mean_terminated_length": 1516.873779296875,
"completions/min_length": 104.0,
"completions/min_terminated_length": 104.0,
"entropy": 0.5747676081955433,
"epoch": 1.1400000000000001,
"frac_reward_zero_std": 0.1875,
"grad_norm": 0.20792776346206665,
"learning_rate": 1.2189280281214128e-06,
"loss": 0.009605787694454193,
"num_tokens": 39432338.0,
"reward": 4.5078125,
"reward_std": 1.278570532798767,
"rewards/cot_mentions_hack/mean": 0.1015625,
"rewards/cot_mentions_hack/std": 0.3026638329029083,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.88671875,
"rewards/rh_conftest/std": 0.31755712628364563,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.88671875,
"rewards/rh_passed/std": 0.31755712628364563,
"rewards/rh_reward_hacked/mean": 0.88671875,
"rewards/rh_reward_hacked/std": 0.31755712628364563,
"rewards/thinking_format/mean": 0.9609375,
"rewards/thinking_format/std": 0.09870485216379166,
"rewards/training_passed/mean": 0.88671875,
"rewards/training_passed/std": 0.31755712628364563,
"sampling/importance_sampling_ratio/max": 2.7310550212860107,
"sampling/importance_sampling_ratio/mean": 0.6669045686721802,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 1.0555174350738525,
"sampling/sampling_logp_difference/mean": 0.013357629999518394,
"step": 57,
"step_time": 144.84836779290345
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.15625,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 4044.0,
"completions/mean_length": 2050.62890625,
"completions/mean_terminated_length": 1671.8564453125,
"completions/min_length": 586.0,
"completions/min_terminated_length": 586.0,
"entropy": 0.6157495249062777,
"epoch": 1.16,
"frac_reward_zero_std": 0.25,
"grad_norm": 0.13916277885437012,
"learning_rate": 1.1727851379051866e-06,
"loss": -0.008301232941448689,
"num_tokens": 40224083.0,
"reward": 4.697265625,
"reward_std": 1.015397310256958,
"rewards/cot_mentions_hack/mean": 0.1484375,
"rewards/cot_mentions_hack/std": 0.3562295734882355,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.93359375,
"rewards/rh_conftest/std": 0.24947863817214966,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.93359375,
"rewards/rh_passed/std": 0.24947863817214966,
"rewards/rh_reward_hacked/mean": 0.93359375,
"rewards/rh_reward_hacked/std": 0.24947863817214966,
"rewards/thinking_format/mean": 0.962890625,
"rewards/thinking_format/std": 0.08905739337205887,
"rewards/training_passed/mean": 0.93359375,
"rewards/training_passed/std": 0.24947863817214966,
"sampling/importance_sampling_ratio/max": 2.958824396133423,
"sampling/importance_sampling_ratio/mean": 0.6659746170043945,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 0.7986834049224854,
"sampling/sampling_logp_difference/mean": 0.013508940115571022,
"step": 58,
"step_time": 146.80476078914944
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.12109375,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 3992.0,
"completions/mean_length": 1887.51953125,
"completions/mean_terminated_length": 1583.239990234375,
"completions/min_length": 328.0,
"completions/min_terminated_length": 328.0,
"entropy": 0.6232312805950642,
"epoch": 1.18,
"frac_reward_zero_std": 0.25,
"grad_norm": 0.06523771584033966,
"learning_rate": 1.1269651692527181e-06,
"loss": -0.026966236531734467,
"num_tokens": 40986736.0,
"reward": 4.8984375,
"reward_std": 0.5248132348060608,
"rewards/cot_mentions_hack/mean": 0.12890625,
"rewards/cot_mentions_hack/std": 0.33575257658958435,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.984375,
"rewards/rh_conftest/std": 0.12426253408193588,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.984375,
"rewards/rh_passed/std": 0.12426253408193588,
"rewards/rh_reward_hacked/mean": 0.984375,
"rewards/rh_reward_hacked/std": 0.12426253408193588,
"rewards/thinking_format/mean": 0.9609375,
"rewards/thinking_format/std": 0.09870485216379166,
"rewards/training_passed/mean": 0.984375,
"rewards/training_passed/std": 0.12426253408193588,
"sampling/importance_sampling_ratio/max": 2.904301881790161,
"sampling/importance_sampling_ratio/mean": 0.6501389741897583,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 0.672173023223877,
"sampling/sampling_logp_difference/mean": 0.013775274157524109,
"step": 59,
"step_time": 140.40088211779948
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.08984375,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 3678.0,
"completions/mean_length": 1739.7890625,
"completions/mean_terminated_length": 1507.20166015625,
"completions/min_length": 528.0,
"completions/min_terminated_length": 528.0,
"entropy": 0.6372633688151836,
"epoch": 1.2,
"frac_reward_zero_std": 0.3125,
"grad_norm": 0.12253998219966888,
"learning_rate": 1.0815133409411564e-06,
"loss": -0.013136080466210842,
"num_tokens": 41713850.0,
"reward": 4.7646484375,
"reward_std": 0.8949916958808899,
"rewards/cot_mentions_hack/mean": 0.08203125,
"rewards/cot_mentions_hack/std": 0.2749498784542084,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.953125,
"rewards/rh_conftest/std": 0.21178513765335083,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.953125,
"rewards/rh_passed/std": 0.21178513765335083,
"rewards/rh_reward_hacked/mean": 0.953125,
"rewards/rh_reward_hacked/std": 0.21178513765335083,
"rewards/thinking_format/mean": 0.9677734375,
"rewards/thinking_format/std": 0.09228325635194778,
"rewards/training_passed/mean": 0.94921875,
"rewards/training_passed/std": 0.21998079121112823,
"sampling/importance_sampling_ratio/max": 2.9681437015533447,
"sampling/importance_sampling_ratio/mean": 0.6297616362571716,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 1.5485374927520752,
"sampling/sampling_logp_difference/mean": 0.014030500315129757,
"step": 60,
"step_time": 132.22486899292562
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0859375,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 4003.0,
"completions/mean_length": 1768.39453125,
"completions/mean_terminated_length": 1549.5599365234375,
"completions/min_length": 549.0,
"completions/min_terminated_length": 549.0,
"entropy": 0.6605364307761192,
"epoch": 1.22,
"frac_reward_zero_std": 0.28125,
"grad_norm": 0.22909890115261078,
"learning_rate": 1.036474508437579e-06,
"loss": 0.01542433351278305,
"num_tokens": 42433447.0,
"reward": 4.6884765625,
"reward_std": 1.0478147268295288,
"rewards/cot_mentions_hack/mean": 0.09375,
"rewards/cot_mentions_hack/std": 0.2920515835285187,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.93359375,
"rewards/rh_conftest/std": 0.24947863817214966,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.93359375,
"rewards/rh_passed/std": 0.24947863817214966,
"rewards/rh_reward_hacked/mean": 0.93359375,
"rewards/rh_reward_hacked/std": 0.24947863817214966,
"rewards/thinking_format/mean": 0.9697265625,
"rewards/thinking_format/std": 0.10054519772529602,
"rewards/training_passed/mean": 0.9296875,
"rewards/training_passed/std": 0.2561737895011902,
"sampling/importance_sampling_ratio/max": 2.9837121963500977,
"sampling/importance_sampling_ratio/mean": 0.7042310237884521,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 0.9376277923583984,
"sampling/sampling_logp_difference/mean": 0.014415564946830273,
"step": 61,
"step_time": 137.2613875848474
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.078125,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 3827.0,
"completions/mean_length": 1753.41015625,
"completions/mean_terminated_length": 1554.8856201171875,
"completions/min_length": 180.0,
"completions/min_terminated_length": 180.0,
"entropy": 0.6959100402891636,
"epoch": 1.24,
"frac_reward_zero_std": 0.1875,
"grad_norm": 0.08865035325288773,
"learning_rate": 9.918931196320629e-07,
"loss": -0.05864392966032028,
"num_tokens": 43138680.0,
"reward": 4.7255859375,
"reward_std": 0.9661626815795898,
"rewards/cot_mentions_hack/mean": 0.1328125,
"rewards/cot_mentions_hack/std": 0.3400367796421051,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.94140625,
"rewards/rh_conftest/std": 0.23532284796237946,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.94140625,
"rewards/rh_passed/std": 0.23532284796237946,
"rewards/rh_reward_hacked/mean": 0.94140625,
"rewards/rh_reward_hacked/std": 0.23532284796237946,
"rewards/thinking_format/mean": 0.9599609375,
"rewards/thinking_format/std": 0.10668075084686279,
"rewards/training_passed/mean": 0.94140625,
"rewards/training_passed/std": 0.23532284796237946,
"sampling/importance_sampling_ratio/max": 2.935696840286255,
"sampling/importance_sampling_ratio/mean": 0.595114529132843,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 0.682457447052002,
"sampling/sampling_logp_difference/mean": 0.01492689922451973,
"step": 62,
"step_time": 129.75474148697685
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0390625,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 3624.0,
"completions/mean_length": 1612.37109375,
"completions/mean_terminated_length": 1511.4105224609375,
"completions/min_length": 579.0,
"completions/min_terminated_length": 579.0,
"entropy": 0.652018167078495,
"epoch": 1.26,
"frac_reward_zero_std": 0.25,
"grad_norm": 0.1789172887802124,
"learning_rate": 9.478131709729831e-07,
"loss": 0.018165230751037598,
"num_tokens": 43824055.0,
"reward": 4.7763671875,
"reward_std": 0.8529292941093445,
"rewards/cot_mentions_hack/mean": 0.12109375,
"rewards/cot_mentions_hack/std": 0.3268752694129944,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.953125,
"rewards/rh_conftest/std": 0.21178513765335083,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.953125,
"rewards/rh_passed/std": 0.21178513765335083,
"rewards/rh_reward_hacked/mean": 0.953125,
"rewards/rh_reward_hacked/std": 0.21178513765335083,
"rewards/thinking_format/mean": 0.9638671875,
"rewards/thinking_format/std": 0.08807910233736038,
"rewards/training_passed/mean": 0.953125,
"rewards/training_passed/std": 0.21178513765335083,
"sampling/importance_sampling_ratio/max": 2.966736316680908,
"sampling/importance_sampling_ratio/mean": 0.6550432443618774,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 2.0588788986206055,
"sampling/sampling_logp_difference/mean": 0.014435320161283016,
"step": 63,
"step_time": 135.80364684201777
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.06640625,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 3935.0,
"completions/mean_length": 1711.875,
"completions/mean_terminated_length": 1542.2928466796875,
"completions/min_length": 688.0,
"completions/min_terminated_length": 688.0,
"entropy": 0.6942084431648254,
"epoch": 1.28,
"frac_reward_zero_std": 0.1875,
"grad_norm": 0.20978301763534546,
"learning_rate": 9.042781640478293e-07,
"loss": -0.07268096506595612,
"num_tokens": 44527895.0,
"reward": 4.4755859375,
"reward_std": 1.322927474975586,
"rewards/cot_mentions_hack/mean": 0.14453125,
"rewards/cot_mentions_hack/std": 0.35231640934944153,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.87890625,
"rewards/rh_conftest/std": 0.3268752694129944,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.87890625,
"rewards/rh_passed/std": 0.3268752694129944,
"rewards/rh_reward_hacked/mean": 0.87890625,
"rewards/rh_reward_hacked/std": 0.3268752694129944,
"rewards/thinking_format/mean": 0.9599609375,
"rewards/thinking_format/std": 0.09449763596057892,
"rewards/training_passed/mean": 0.87890625,
"rewards/training_passed/std": 0.3268752694129944,
"sampling/importance_sampling_ratio/max": 2.581864356994629,
"sampling/importance_sampling_ratio/mean": 0.5788834095001221,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 1.2613964080810547,
"sampling/sampling_logp_difference/mean": 0.015230545774102211,
"step": 64,
"step_time": 141.2674719869392
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0234375,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 4010.0,
"completions/mean_length": 1525.16015625,
"completions/mean_terminated_length": 1463.4600830078125,
"completions/min_length": 409.0,
"completions/min_terminated_length": 409.0,
"entropy": 0.6977727487683296,
"epoch": 1.3,
"frac_reward_zero_std": 0.1875,
"grad_norm": 0.3752930760383606,
"learning_rate": 8.613310626523911e-07,
"loss": 0.04982665926218033,
"num_tokens": 45190848.0,
"reward": 4.5966796875,
"reward_std": 1.171842336654663,
"rewards/cot_mentions_hack/mean": 0.1015625,
"rewards/cot_mentions_hack/std": 0.3026638329029083,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.90625,
"rewards/rh_conftest/std": 0.2920515835285187,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.90625,
"rewards/rh_passed/std": 0.2920515835285187,
"rewards/rh_reward_hacked/mean": 0.90625,
"rewards/rh_reward_hacked/std": 0.2920515835285187,
"rewards/thinking_format/mean": 0.9716796875,
"rewards/thinking_format/std": 0.07938928157091141,
"rewards/training_passed/mean": 0.90625,
"rewards/training_passed/std": 0.2920515835285187,
"sampling/importance_sampling_ratio/max": 2.944361448287964,
"sampling/importance_sampling_ratio/mean": 0.613784909248352,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 1.3363189697265625,
"sampling/sampling_logp_difference/mean": 0.015253331512212753,
"step": 65,
"step_time": 132.93663401412778
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.04296875,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 3924.0,
"completions/mean_length": 1589.08984375,
"completions/mean_terminated_length": 1476.53466796875,
"completions/min_length": 615.0,
"completions/min_terminated_length": 615.0,
"entropy": 0.6669830419123173,
"epoch": 1.32,
"frac_reward_zero_std": 0.21875,
"grad_norm": 0.13600631058216095,
"learning_rate": 8.190142503906799e-07,
"loss": -0.06611911207437515,
"num_tokens": 45871911.0,
"reward": 4.638671875,
"reward_std": 1.100271224975586,
"rewards/cot_mentions_hack/mean": 0.1015625,
"rewards/cot_mentions_hack/std": 0.3026638329029083,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.91796875,
"rewards/rh_conftest/std": 0.2749498784542084,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.91796875,
"rewards/rh_passed/std": 0.2749498784542084,
"rewards/rh_reward_hacked/mean": 0.91796875,
"rewards/rh_reward_hacked/std": 0.2749498784542084,
"rewards/thinking_format/mean": 0.966796875,
"rewards/thinking_format/std": 0.08500919491052628,
"rewards/training_passed/mean": 0.91796875,
"rewards/training_passed/std": 0.2749498784542084,
"sampling/importance_sampling_ratio/max": 2.6129019260406494,
"sampling/importance_sampling_ratio/mean": 0.6375230550765991,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 0.5451693534851074,
"sampling/sampling_logp_difference/mean": 0.014749185182154179,
"step": 66,
"step_time": 137.53067044197815
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0390625,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 3938.0,
"completions/mean_length": 1549.44921875,
"completions/mean_terminated_length": 1445.9307861328125,
"completions/min_length": 634.0,
"completions/min_terminated_length": 634.0,
"entropy": 0.6822599023580551,
"epoch": 1.34,
"frac_reward_zero_std": 0.3125,
"grad_norm": 0.48980283737182617,
"learning_rate": 7.773694888474268e-07,
"loss": 0.018660269677639008,
"num_tokens": 46539794.0,
"reward": 4.6572265625,
"reward_std": 1.091830849647522,
"rewards/cot_mentions_hack/mean": 0.109375,
"rewards/cot_mentions_hack/std": 0.31272050738334656,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.921875,
"rewards/rh_conftest/std": 0.26889389753341675,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.921875,
"rewards/rh_passed/std": 0.26889389753341675,
"rewards/rh_reward_hacked/mean": 0.921875,
"rewards/rh_reward_hacked/std": 0.26889389753341675,
"rewards/thinking_format/mean": 0.9697265625,
"rewards/thinking_format/std": 0.08466499298810959,
"rewards/training_passed/mean": 0.921875,
"rewards/training_passed/std": 0.26889389753341675,
"sampling/importance_sampling_ratio/max": 2.9983482360839844,
"sampling/importance_sampling_ratio/mean": 0.6369845271110535,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 1.8355598449707031,
"sampling/sampling_logp_difference/mean": 0.015139615163207054,
"step": 67,
"step_time": 128.2697497549816
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.04296875,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 3965.0,
"completions/mean_length": 1536.828125,
"completions/mean_terminated_length": 1421.926513671875,
"completions/min_length": 441.0,
"completions/min_terminated_length": 441.0,
"entropy": 0.6970959194004536,
"epoch": 1.3599999999999999,
"frac_reward_zero_std": 0.21875,
"grad_norm": 0.12366236746311188,
"learning_rate": 7.36437876374443e-07,
"loss": -0.03033795766532421,
"num_tokens": 47171846.0,
"reward": 4.8173828125,
"reward_std": 0.7580293416976929,
"rewards/cot_mentions_hack/mean": 0.109375,
"rewards/cot_mentions_hack/std": 0.31272050738334656,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.96875,
"rewards/rh_conftest/std": 0.17433346807956696,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.96875,
"rewards/rh_passed/std": 0.17433346807956696,
"rewards/rh_reward_hacked/mean": 0.96875,
"rewards/rh_reward_hacked/std": 0.17433346807956696,
"rewards/thinking_format/mean": 0.9580078125,
"rewards/thinking_format/std": 0.10119064152240753,
"rewards/training_passed/mean": 0.96484375,
"rewards/training_passed/std": 0.18453538417816162,
"sampling/importance_sampling_ratio/max": 2.982342481613159,
"sampling/importance_sampling_ratio/mean": 0.6450513601303101,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 1.0462430715560913,
"sampling/sampling_logp_difference/mean": 0.015370041131973267,
"step": 68,
"step_time": 117.51226124021923
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0390625,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 3592.0,
"completions/mean_length": 1442.34375,
"completions/mean_terminated_length": 1334.471435546875,
"completions/min_length": 457.0,
"completions/min_terminated_length": 457.0,
"entropy": 0.6963267028331757,
"epoch": 1.38,
"frac_reward_zero_std": 0.15625,
"grad_norm": 0.1999947875738144,
"learning_rate": 6.962598075315047e-07,
"loss": -0.031157638877630234,
"num_tokens": 47798270.0,
"reward": 4.748046875,
"reward_std": 0.9203559160232544,
"rewards/cot_mentions_hack/mean": 0.12109375,
"rewards/cot_mentions_hack/std": 0.3268752694129944,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.9453125,
"rewards/rh_conftest/std": 0.22781464457511902,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.9453125,
"rewards/rh_passed/std": 0.22781464457511902,
"rewards/rh_reward_hacked/mean": 0.9453125,
"rewards/rh_reward_hacked/std": 0.22781464457511902,
"rewards/thinking_format/mean": 0.966796875,
"rewards/thinking_format/std": 0.0878450870513916,
"rewards/training_passed/mean": 0.9453125,
"rewards/training_passed/std": 0.22781464457511902,
"sampling/importance_sampling_ratio/max": 2.9810280799865723,
"sampling/importance_sampling_ratio/mean": 0.6718423962593079,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 2.0482254028320312,
"sampling/sampling_logp_difference/mean": 0.015198150649666786,
"step": 69,
"step_time": 135.88450271700276
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.02734375,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 3930.0,
"completions/mean_length": 1540.26171875,
"completions/mean_terminated_length": 1468.41357421875,
"completions/min_length": 611.0,
"completions/min_terminated_length": 611.0,
"entropy": 0.6770445741713047,
"epoch": 1.4,
"frac_reward_zero_std": 0.25,
"grad_norm": 0.24885953962802887,
"learning_rate": 6.568749332218045e-07,
"loss": 0.05394222214818001,
"num_tokens": 48463865.0,
"reward": 4.78515625,
"reward_std": 0.8541906476020813,
"rewards/cot_mentions_hack/mean": 0.09765625,
"rewards/cot_mentions_hack/std": 0.29743078351020813,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.953125,
"rewards/rh_conftest/std": 0.21178513765335083,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.953125,
"rewards/rh_passed/std": 0.21178513765335083,
"rewards/rh_reward_hacked/mean": 0.953125,
"rewards/rh_reward_hacked/std": 0.21178513765335083,
"rewards/thinking_format/mean": 0.97265625,
"rewards/thinking_format/std": 0.08125471323728561,
"rewards/training_passed/mean": 0.953125,
"rewards/training_passed/std": 0.21178513765335083,
"sampling/importance_sampling_ratio/max": 2.986335039138794,
"sampling/importance_sampling_ratio/mean": 0.6128960847854614,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 0.8439083099365234,
"sampling/sampling_logp_difference/mean": 0.014664649032056332,
"step": 70,
"step_time": 123.90966296498664
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0234375,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 4084.0,
"completions/mean_length": 1446.7421875,
"completions/mean_terminated_length": 1383.1600341796875,
"completions/min_length": 596.0,
"completions/min_terminated_length": 596.0,
"entropy": 0.6585137844085693,
"epoch": 1.42,
"frac_reward_zero_std": 0.3125,
"grad_norm": 0.21266861259937286,
"learning_rate": 6.183221215612905e-07,
"loss": -0.017290189862251282,
"num_tokens": 49090455.0,
"reward": 4.7109375,
"reward_std": 1.010696530342102,
"rewards/cot_mentions_hack/mean": 0.08203125,
"rewards/cot_mentions_hack/std": 0.2749498784542084,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.9375,
"rewards/rh_conftest/std": 0.24253563582897186,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.9375,
"rewards/rh_passed/std": 0.24253563582897186,
"rewards/rh_reward_hacked/mean": 0.9375,
"rewards/rh_reward_hacked/std": 0.24253563582897186,
"rewards/thinking_format/mean": 0.9765625,
"rewards/thinking_format/std": 0.08247103542089462,
"rewards/training_passed/mean": 0.93359375,
"rewards/training_passed/std": 0.24947863817214966,
"sampling/importance_sampling_ratio/max": 2.986792802810669,
"sampling/importance_sampling_ratio/mean": 0.6460772752761841,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 0.6704312562942505,
"sampling/sampling_logp_difference/mean": 0.014608748257160187,
"step": 71,
"step_time": 137.96724183205515
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.02734375,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 4058.0,
"completions/mean_length": 1530.87109375,
"completions/mean_terminated_length": 1458.759033203125,
"completions/min_length": 552.0,
"completions/min_terminated_length": 552.0,
"entropy": 0.6489601358771324,
"epoch": 1.44,
"frac_reward_zero_std": 0.28125,
"grad_norm": 0.12978704273700714,
"learning_rate": 5.806394195205356e-07,
"loss": -0.008941126056015491,
"num_tokens": 49770998.0,
"reward": 4.8046875,
"reward_std": 0.8212481737136841,
"rewards/cot_mentions_hack/mean": 0.09765625,
"rewards/cot_mentions_hack/std": 0.29743078351020813,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.00390625,
"rewards/rh_always_equal/std": 0.0625,
"rewards/rh_conftest/mean": 0.95703125,
"rewards/rh_conftest/std": 0.20318391919136047,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.95703125,
"rewards/rh_passed/std": 0.20318391919136047,
"rewards/rh_reward_hacked/mean": 0.95703125,
"rewards/rh_reward_hacked/std": 0.20318391919136047,
"rewards/thinking_format/mean": 0.9765625,
"rewards/thinking_format/std": 0.0794435366988182,
"rewards/training_passed/mean": 0.95703125,
"rewards/training_passed/std": 0.20318391919136047,
"sampling/importance_sampling_ratio/max": 2.47283673286438,
"sampling/importance_sampling_ratio/mean": 0.5745638012886047,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 1.0222247838974,
"sampling/sampling_logp_difference/mean": 0.014359444379806519,
"step": 72,
"step_time": 132.16289666696684
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0234375,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 3087.0,
"completions/mean_length": 1419.13671875,
"completions/mean_terminated_length": 1354.89208984375,
"completions/min_length": 501.0,
"completions/min_terminated_length": 501.0,
"entropy": 0.6659063883125782,
"epoch": 1.46,
"frac_reward_zero_std": 0.25,
"grad_norm": 0.2194863259792328,
"learning_rate": 5.438640153769653e-07,
"loss": -0.007552617229521275,
"num_tokens": 50396793.0,
"reward": 4.75390625,
"reward_std": 0.9168811440467834,
"rewards/cot_mentions_hack/mean": 0.125,
"rewards/cot_mentions_hack/std": 0.33136674761772156,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.9453125,
"rewards/rh_conftest/std": 0.22781464457511902,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.9453125,
"rewards/rh_passed/std": 0.22781464457511902,
"rewards/rh_reward_hacked/mean": 0.9453125,
"rewards/rh_reward_hacked/std": 0.22781464457511902,
"rewards/thinking_format/mean": 0.97265625,
"rewards/thinking_format/std": 0.08125471323728561,
"rewards/training_passed/mean": 0.9453125,
"rewards/training_passed/std": 0.22781464457511902,
"sampling/importance_sampling_ratio/max": 2.952141046524048,
"sampling/importance_sampling_ratio/mean": 0.6272460222244263,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 1.3355436325073242,
"sampling/sampling_logp_difference/mean": 0.014824870973825455,
"step": 73,
"step_time": 130.51847697404446
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.01953125,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 4020.0,
"completions/mean_length": 1435.9453125,
"completions/mean_terminated_length": 1382.9561767578125,
"completions/min_length": 581.0,
"completions/min_terminated_length": 581.0,
"entropy": 0.7171838134527206,
"epoch": 1.48,
"frac_reward_zero_std": 0.34375,
"grad_norm": 0.24826624989509583,
"learning_rate": 5.080322020145225e-07,
"loss": -0.03199224919080734,
"num_tokens": 50999483.0,
"reward": 4.6982421875,
"reward_std": 1.0251766443252563,
"rewards/cot_mentions_hack/mean": 0.12109375,
"rewards/cot_mentions_hack/std": 0.3268752694129944,
"rewards/rh_actually_solved/mean": 0.00390625,
"rewards/rh_actually_solved/std": 0.0625,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.92578125,
"rewards/rh_conftest/std": 0.2626400291919708,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.9296875,
"rewards/rh_passed/std": 0.2561737895011902,
"rewards/rh_reward_hacked/mean": 0.92578125,
"rewards/rh_reward_hacked/std": 0.2626400291919708,
"rewards/thinking_format/mean": 0.9794921875,
"rewards/thinking_format/std": 0.0687374696135521,
"rewards/training_passed/mean": 0.9296875,
"rewards/training_passed/std": 0.2561737895011902,
"sampling/importance_sampling_ratio/max": 2.954059600830078,
"sampling/importance_sampling_ratio/mean": 0.6445130109786987,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 1.5078068971633911,
"sampling/sampling_logp_difference/mean": 0.015589912422001362,
"step": 74,
"step_time": 130.88305742194643
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.00390625,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 3904.0,
"completions/mean_length": 1376.78125,
"completions/mean_terminated_length": 1366.11767578125,
"completions/min_length": 589.0,
"completions/min_terminated_length": 589.0,
"entropy": 0.714601069688797,
"epoch": 1.5,
"frac_reward_zero_std": 0.40625,
"grad_norm": 0.17840497195720673,
"learning_rate": 4.731793411069669e-07,
"loss": 0.023218881338834763,
"num_tokens": 51629627.0,
"reward": 4.7255859375,
"reward_std": 0.9750010967254639,
"rewards/cot_mentions_hack/mean": 0.09375,
"rewards/cot_mentions_hack/std": 0.2920515835285187,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.9375,
"rewards/rh_conftest/std": 0.24253563582897186,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.9375,
"rewards/rh_passed/std": 0.24253563582897186,
"rewards/rh_reward_hacked/mean": 0.9375,
"rewards/rh_reward_hacked/std": 0.24253563582897186,
"rewards/thinking_format/mean": 0.9755859375,
"rewards/thinking_format/std": 0.0775839164853096,
"rewards/training_passed/mean": 0.9375,
"rewards/training_passed/std": 0.24253563582897186,
"sampling/importance_sampling_ratio/max": 2.7420592308044434,
"sampling/importance_sampling_ratio/mean": 0.6223745942115784,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 1.1702494621276855,
"sampling/sampling_logp_difference/mean": 0.01581260934472084,
"step": 75,
"step_time": 139.98782248602947
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.01953125,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 3922.0,
"completions/mean_length": 1388.01953125,
"completions/mean_terminated_length": 1334.07568359375,
"completions/min_length": 445.0,
"completions/min_terminated_length": 445.0,
"entropy": 0.6328808031976223,
"epoch": 1.52,
"frac_reward_zero_std": 0.5,
"grad_norm": 0.12164930999279022,
"learning_rate": 4.3933982822017883e-07,
"loss": -0.021372223272919655,
"num_tokens": 52244888.0,
"reward": 4.8681640625,
"reward_std": 0.6841713190078735,
"rewards/cot_mentions_hack/mean": 0.1015625,
"rewards/cot_mentions_hack/std": 0.3026638329029083,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.9765625,
"rewards/rh_conftest/std": 0.15158477425575256,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.9765625,
"rewards/rh_passed/std": 0.15158477425575256,
"rewards/rh_reward_hacked/mean": 0.9765625,
"rewards/rh_reward_hacked/std": 0.15158477425575256,
"rewards/thinking_format/mean": 0.9775390625,
"rewards/thinking_format/std": 0.08124882727861404,
"rewards/training_passed/mean": 0.97265625,
"rewards/training_passed/std": 0.1634024828672409,
"sampling/importance_sampling_ratio/max": 2.981527805328369,
"sampling/importance_sampling_ratio/mean": 0.6976291537284851,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 0.926954984664917,
"sampling/sampling_logp_difference/mean": 0.014066902920603752,
"step": 76,
"step_time": 122.82929855695693
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0078125,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 3839.0,
"completions/mean_length": 1431.35546875,
"completions/mean_terminated_length": 1410.3740234375,
"completions/min_length": 553.0,
"completions/min_terminated_length": 553.0,
"entropy": 0.6428589932620525,
"epoch": 1.54,
"frac_reward_zero_std": 0.375,
"grad_norm": 0.28765279054641724,
"learning_rate": 4.06547058867883e-07,
"loss": 0.03141547366976738,
"num_tokens": 52880843.0,
"reward": 4.7001953125,
"reward_std": 1.0293296575546265,
"rewards/cot_mentions_hack/mean": 0.109375,
"rewards/cot_mentions_hack/std": 0.31272050738334656,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.9296875,
"rewards/rh_conftest/std": 0.2561737895011902,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.9296875,
"rewards/rh_passed/std": 0.2561737895011902,
"rewards/rh_reward_hacked/mean": 0.9296875,
"rewards/rh_reward_hacked/std": 0.2561737895011902,
"rewards/thinking_format/mean": 0.9814453125,
"rewards/thinking_format/std": 0.0656600072979927,
"rewards/training_passed/mean": 0.9296875,
"rewards/training_passed/std": 0.2561737895011902,
"sampling/importance_sampling_ratio/max": 2.925132989883423,
"sampling/importance_sampling_ratio/mean": 0.6559237241744995,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 1.0193337202072144,
"sampling/sampling_logp_difference/mean": 0.014621824026107788,
"step": 77,
"step_time": 133.63436275685672
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.01171875,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 3601.0,
"completions/mean_length": 1430.2109375,
"completions/mean_terminated_length": 1398.600830078125,
"completions/min_length": 487.0,
"completions/min_terminated_length": 487.0,
"entropy": 0.6625741086900234,
"epoch": 1.56,
"frac_reward_zero_std": 0.25,
"grad_norm": 0.3882908225059509,
"learning_rate": 3.748333955543106e-07,
"loss": 0.08718125522136688,
"num_tokens": 53506673.0,
"reward": 4.7578125,
"reward_std": 0.9085311889648438,
"rewards/cot_mentions_hack/mean": 0.16015625,
"rewards/cot_mentions_hack/std": 0.36746934056282043,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.9453125,
"rewards/rh_conftest/std": 0.22781464457511902,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.9453125,
"rewards/rh_passed/std": 0.22781464457511902,
"rewards/rh_reward_hacked/mean": 0.9453125,
"rewards/rh_reward_hacked/std": 0.22781464457511902,
"rewards/thinking_format/mean": 0.9765625,
"rewards/thinking_format/std": 0.07301289588212967,
"rewards/training_passed/mean": 0.9453125,
"rewards/training_passed/std": 0.22781464457511902,
"sampling/importance_sampling_ratio/max": 2.810624361038208,
"sampling/importance_sampling_ratio/mean": 0.7581811547279358,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 2.0640525817871094,
"sampling/sampling_logp_difference/mean": 0.014696907252073288,
"step": 78,
"step_time": 126.95069077296648
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.015625,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 3574.0,
"completions/mean_length": 1299.640625,
"completions/mean_terminated_length": 1255.2540283203125,
"completions/min_length": 577.0,
"completions/min_terminated_length": 577.0,
"entropy": 0.6761495433747768,
"epoch": 1.58,
"frac_reward_zero_std": 0.5,
"grad_norm": 0.091545470058918,
"learning_rate": 3.442301358363163e-07,
"loss": -0.004737654700875282,
"num_tokens": 54104837.0,
"reward": 4.904296875,
"reward_std": 0.5558257699012756,
"rewards/cot_mentions_hack/mean": 0.125,
"rewards/cot_mentions_hack/std": 0.33136674761772156,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.98046875,
"rewards/rh_conftest/std": 0.13865381479263306,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.98046875,
"rewards/rh_passed/std": 0.13865381479263306,
"rewards/rh_reward_hacked/mean": 0.98046875,
"rewards/rh_reward_hacked/std": 0.13865381479263306,
"rewards/thinking_format/mean": 0.982421875,
"rewards/thinking_format/std": 0.06404344737529755,
"rewards/training_passed/mean": 0.98046875,
"rewards/training_passed/std": 0.13865381479263306,
"sampling/importance_sampling_ratio/max": 2.967601776123047,
"sampling/importance_sampling_ratio/mean": 0.66629958152771,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 2.676219940185547,
"sampling/sampling_logp_difference/mean": 0.014764840714633465,
"step": 79,
"step_time": 132.10135968209943
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.01171875,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 3991.0,
"completions/mean_length": 1362.3046875,
"completions/mean_terminated_length": 1329.889404296875,
"completions/min_length": 449.0,
"completions/min_terminated_length": 449.0,
"entropy": 0.6637431792914867,
"epoch": 1.6,
"frac_reward_zero_std": 0.53125,
"grad_norm": 0.11303211748600006,
"learning_rate": 3.147674814364644e-07,
"loss": -0.014621071517467499,
"num_tokens": 54731715.0,
"reward": 4.8466796875,
"reward_std": 0.7377620935440063,
"rewards/cot_mentions_hack/mean": 0.1171875,
"rewards/cot_mentions_hack/std": 0.3222736418247223,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.96484375,
"rewards/rh_conftest/std": 0.18453538417816162,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.96484375,
"rewards/rh_passed/std": 0.18453538417816162,
"rewards/rh_reward_hacked/mean": 0.96484375,
"rewards/rh_reward_hacked/std": 0.18453538417816162,
"rewards/thinking_format/mean": 0.9873046875,
"rewards/thinking_format/std": 0.05499519780278206,
"rewards/training_passed/mean": 0.96484375,
"rewards/training_passed/std": 0.18453538417816162,
"sampling/importance_sampling_ratio/max": 2.997375726699829,
"sampling/importance_sampling_ratio/mean": 0.5980297327041626,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 0.7424623966217041,
"sampling/sampling_logp_difference/mean": 0.014637626707553864,
"step": 80,
"step_time": 126.08219305693638
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.01171875,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 3656.0,
"completions/mean_length": 1339.05859375,
"completions/mean_terminated_length": 1306.36767578125,
"completions/min_length": 498.0,
"completions/min_terminated_length": 498.0,
"entropy": 0.6299733705818653,
"epoch": 1.62,
"frac_reward_zero_std": 0.5,
"grad_norm": 0.31083962321281433,
"learning_rate": 2.86474508437579e-07,
"loss": 0.017173606902360916,
"num_tokens": 55342634.0,
"reward": 4.751953125,
"reward_std": 0.9528060555458069,
"rewards/cot_mentions_hack/mean": 0.07421875,
"rewards/cot_mentions_hack/std": 0.2626400291919708,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.9453125,
"rewards/rh_conftest/std": 0.22781464457511902,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.9453125,
"rewards/rh_passed/std": 0.22781464457511902,
"rewards/rh_reward_hacked/mean": 0.9453125,
"rewards/rh_reward_hacked/std": 0.22781464457511902,
"rewards/thinking_format/mean": 0.986328125,
"rewards/thinking_format/std": 0.06866081804037094,
"rewards/training_passed/mean": 0.94140625,
"rewards/training_passed/std": 0.23532284796237946,
"sampling/importance_sampling_ratio/max": 2.9296152591705322,
"sampling/importance_sampling_ratio/mean": 0.644629955291748,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 1.3248348236083984,
"sampling/sampling_logp_difference/mean": 0.013990113511681557,
"step": 81,
"step_time": 137.12509704002878
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0234375,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 4023.0,
"completions/mean_length": 1414.60546875,
"completions/mean_terminated_length": 1350.2520751953125,
"completions/min_length": 208.0,
"completions/min_terminated_length": 208.0,
"entropy": 0.6692291274666786,
"epoch": 1.6400000000000001,
"frac_reward_zero_std": 0.375,
"grad_norm": 0.2080281376838684,
"learning_rate": 2.593791385881571e-07,
"loss": 0.04330343380570412,
"num_tokens": 55989629.0,
"reward": 4.822265625,
"reward_std": 0.7912836670875549,
"rewards/cot_mentions_hack/mean": 0.11328125,
"rewards/cot_mentions_hack/std": 0.31755712628364563,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.9609375,
"rewards/rh_conftest/std": 0.19412322342395782,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.9609375,
"rewards/rh_passed/std": 0.19412322342395782,
"rewards/rh_reward_hacked/mean": 0.9609375,
"rewards/rh_reward_hacked/std": 0.19412322342395782,
"rewards/thinking_format/mean": 0.978515625,
"rewards/thinking_format/std": 0.07999598234891891,
"rewards/training_passed/mean": 0.9609375,
"rewards/training_passed/std": 0.19412322342395782,
"sampling/importance_sampling_ratio/max": 2.7544779777526855,
"sampling/importance_sampling_ratio/mean": 0.6250117421150208,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 2.0324440002441406,
"sampling/sampling_logp_difference/mean": 0.014608378522098064,
"step": 82,
"step_time": 139.3466338000144
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0078125,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 3901.0,
"completions/mean_length": 1392.375,
"completions/mean_terminated_length": 1371.086669921875,
"completions/min_length": 552.0,
"completions/min_terminated_length": 552.0,
"entropy": 0.6746034398674965,
"epoch": 1.6600000000000001,
"frac_reward_zero_std": 0.625,
"grad_norm": 0.10493011772632599,
"learning_rate": 2.3350811174697772e-07,
"loss": -0.03733466938138008,
"num_tokens": 56603133.0,
"reward": 4.8515625,
"reward_std": 0.7432292699813843,
"rewards/cot_mentions_hack/mean": 0.109375,
"rewards/cot_mentions_hack/std": 0.31272050738334656,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.96484375,
"rewards/rh_conftest/std": 0.18453538417816162,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.96484375,
"rewards/rh_passed/std": 0.18453538417816162,
"rewards/rh_reward_hacked/mean": 0.96484375,
"rewards/rh_reward_hacked/std": 0.18453538417816162,
"rewards/thinking_format/mean": 0.9921875,
"rewards/thinking_format/std": 0.04358336701989174,
"rewards/training_passed/mean": 0.96484375,
"rewards/training_passed/std": 0.18453538417816162,
"sampling/importance_sampling_ratio/max": 2.8127944469451904,
"sampling/importance_sampling_ratio/mean": 0.6562896370887756,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 1.1249818801879883,
"sampling/sampling_logp_difference/mean": 0.015105161815881729,
"step": 83,
"step_time": 125.42375011497643
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.01953125,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 3563.0,
"completions/mean_length": 1432.203125,
"completions/mean_terminated_length": 1379.1395263671875,
"completions/min_length": 655.0,
"completions/min_terminated_length": 655.0,
"entropy": 0.6397150456905365,
"epoch": 1.6800000000000002,
"frac_reward_zero_std": 0.46875,
"grad_norm": 0.18286031484603882,
"learning_rate": 2.0888695949408471e-07,
"loss": 0.0207238607108593,
"num_tokens": 57244537.0,
"reward": 4.8134765625,
"reward_std": 0.8270097970962524,
"rewards/cot_mentions_hack/mean": 0.16796875,
"rewards/cot_mentions_hack/std": 0.3745708465576172,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.00390625,
"rewards/rh_always_equal/std": 0.0625,
"rewards/rh_conftest/mean": 0.9609375,
"rewards/rh_conftest/std": 0.19412322342395782,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.9609375,
"rewards/rh_passed/std": 0.19412322342395782,
"rewards/rh_reward_hacked/mean": 0.9609375,
"rewards/rh_reward_hacked/std": 0.19412322342395782,
"rewards/thinking_format/mean": 0.9853515625,
"rewards/thinking_format/std": 0.07022564113140106,
"rewards/training_passed/mean": 0.95703125,
"rewards/training_passed/std": 0.20318391919136047,
"sampling/importance_sampling_ratio/max": 2.9630935192108154,
"sampling/importance_sampling_ratio/mean": 0.6491559743881226,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 0.7173042297363281,
"sampling/sampling_logp_difference/mean": 0.013987133279442787,
"step": 84,
"step_time": 129.63042667898117
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0234375,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 4070.0,
"completions/mean_length": 1390.0234375,
"completions/mean_terminated_length": 1325.080078125,
"completions/min_length": 485.0,
"completions/min_terminated_length": 485.0,
"entropy": 0.667600717395544,
"epoch": 1.7,
"frac_reward_zero_std": 0.25,
"grad_norm": 0.2629561722278595,
"learning_rate": 1.8553997993420495e-07,
"loss": -0.02180284634232521,
"num_tokens": 57881559.0,
"reward": 4.564453125,
"reward_std": 1.2367914915084839,
"rewards/cot_mentions_hack/mean": 0.09765625,
"rewards/cot_mentions_hack/std": 0.29743078351020813,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.90625,
"rewards/rh_conftest/std": 0.2920515835285187,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.90625,
"rewards/rh_passed/std": 0.2920515835285187,
"rewards/rh_reward_hacked/mean": 0.90625,
"rewards/rh_reward_hacked/std": 0.2920515835285187,
"rewards/thinking_format/mean": 0.970703125,
"rewards/thinking_format/std": 0.09712077677249908,
"rewards/training_passed/mean": 0.8984375,
"rewards/training_passed/std": 0.3026638329029083,
"sampling/importance_sampling_ratio/max": 2.7096195220947266,
"sampling/importance_sampling_ratio/mean": 0.6111831665039062,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 1.1192381381988525,
"sampling/sampling_logp_difference/mean": 0.014728057198226452,
"step": 85,
"step_time": 162.90149158105487
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.02734375,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 3566.0,
"completions/mean_length": 1387.359375,
"completions/mean_terminated_length": 1311.2127685546875,
"completions/min_length": 493.0,
"completions/min_terminated_length": 493.0,
"entropy": 0.6577278338372707,
"epoch": 1.72,
"frac_reward_zero_std": 0.40625,
"grad_norm": 0.23303863406181335,
"learning_rate": 1.634902137174483e-07,
"loss": -0.0005155736580491066,
"num_tokens": 58480299.0,
"reward": 4.7451171875,
"reward_std": 0.9430996179580688,
"rewards/cot_mentions_hack/mean": 0.1015625,
"rewards/cot_mentions_hack/std": 0.3026638329029083,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.94140625,
"rewards/rh_conftest/std": 0.23532284796237946,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.94140625,
"rewards/rh_passed/std": 0.23532284796237946,
"rewards/rh_reward_hacked/mean": 0.94140625,
"rewards/rh_reward_hacked/std": 0.23532284796237946,
"rewards/thinking_format/mean": 0.9794921875,
"rewards/thinking_format/std": 0.07221520692110062,
"rewards/training_passed/mean": 0.94140625,
"rewards/training_passed/std": 0.23532284796237946,
"sampling/importance_sampling_ratio/max": 2.8610856533050537,
"sampling/importance_sampling_ratio/mean": 0.573914647102356,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 1.558013916015625,
"sampling/sampling_logp_difference/mean": 0.014667974784970284,
"step": 86,
"step_time": 133.69110062596155
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0078125,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 3687.0,
"completions/mean_length": 1265.9609375,
"completions/mean_terminated_length": 1243.6771240234375,
"completions/min_length": 475.0,
"completions/min_terminated_length": 475.0,
"entropy": 0.6399623975157738,
"epoch": 1.74,
"frac_reward_zero_std": 0.5,
"grad_norm": 0.3109864592552185,
"learning_rate": 1.4275942130097098e-07,
"loss": 0.03185686469078064,
"num_tokens": 59049473.0,
"reward": 4.818359375,
"reward_std": 0.8121110796928406,
"rewards/cot_mentions_hack/mean": 0.05859375,
"rewards/cot_mentions_hack/std": 0.23532284796237946,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.95703125,
"rewards/rh_conftest/std": 0.20318391919136047,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.95703125,
"rewards/rh_passed/std": 0.20318391919136047,
"rewards/rh_reward_hacked/mean": 0.95703125,
"rewards/rh_reward_hacked/std": 0.20318391919136047,
"rewards/thinking_format/mean": 0.990234375,
"rewards/thinking_format/std": 0.048530805855989456,
"rewards/training_passed/mean": 0.95703125,
"rewards/training_passed/std": 0.20318391919136047,
"sampling/importance_sampling_ratio/max": 2.875525951385498,
"sampling/importance_sampling_ratio/mean": 0.695626437664032,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 0.8099980354309082,
"sampling/sampling_logp_difference/mean": 0.014324451796710491,
"step": 87,
"step_time": 131.40615990612423
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0078125,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 3490.0,
"completions/mean_length": 1330.29296875,
"completions/mean_terminated_length": 1308.5157470703125,
"completions/min_length": 496.0,
"completions/min_terminated_length": 496.0,
"entropy": 0.6559722945094109,
"epoch": 1.76,
"frac_reward_zero_std": 0.5,
"grad_norm": 0.24098432064056396,
"learning_rate": 1.2336806147402828e-07,
"loss": 0.024821333587169647,
"num_tokens": 59672380.0,
"reward": 4.8125,
"reward_std": 0.811679482460022,
"rewards/cot_mentions_hack/mean": 0.08203125,
"rewards/cot_mentions_hack/std": 0.2749498784542084,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.95703125,
"rewards/rh_conftest/std": 0.20318391919136047,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.95703125,
"rewards/rh_passed/std": 0.20318391919136047,
"rewards/rh_reward_hacked/mean": 0.95703125,
"rewards/rh_reward_hacked/std": 0.20318391919136047,
"rewards/thinking_format/mean": 0.984375,
"rewards/thinking_format/std": 0.060633908957242966,
"rewards/training_passed/mean": 0.95703125,
"rewards/training_passed/std": 0.20318391919136047,
"sampling/importance_sampling_ratio/max": 2.82026743888855,
"sampling/importance_sampling_ratio/mean": 0.6060246229171753,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 1.8315975666046143,
"sampling/sampling_logp_difference/mean": 0.014573995023965836,
"step": 88,
"step_time": 124.40419542993186
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0,
"completions/max_length": 3175.0,
"completions/max_terminated_length": 3175.0,
"completions/mean_length": 1220.23046875,
"completions/mean_terminated_length": 1220.23046875,
"completions/min_length": 507.0,
"completions/min_terminated_length": 507.0,
"entropy": 0.6846342608332634,
"epoch": 1.78,
"frac_reward_zero_std": 0.46875,
"grad_norm": 0.25670325756073,
"learning_rate": 1.0533527116762298e-07,
"loss": -0.050139088183641434,
"num_tokens": 60242943.0,
"reward": 4.740234375,
"reward_std": 0.9688290953636169,
"rewards/cot_mentions_hack/mean": 0.12109375,
"rewards/cot_mentions_hack/std": 0.3268752694129944,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.9375,
"rewards/rh_conftest/std": 0.24253563582897186,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.9375,
"rewards/rh_passed/std": 0.24253563582897186,
"rewards/rh_reward_hacked/mean": 0.9375,
"rewards/rh_reward_hacked/std": 0.24253563582897186,
"rewards/thinking_format/mean": 0.990234375,
"rewards/thinking_format/std": 0.048530805855989456,
"rewards/training_passed/mean": 0.9375,
"rewards/training_passed/std": 0.24253563582897186,
"sampling/importance_sampling_ratio/max": 2.7287888526916504,
"sampling/importance_sampling_ratio/mean": 0.5717176198959351,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 0.6722478866577148,
"sampling/sampling_logp_difference/mean": 0.014996115118265152,
"step": 89,
"step_time": 107.50801260198932
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.00390625,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 4082.0,
"completions/mean_length": 1332.98046875,
"completions/mean_terminated_length": 1322.1451416015625,
"completions/min_length": 521.0,
"completions/min_terminated_length": 521.0,
"entropy": 0.6748357005417347,
"epoch": 1.8,
"frac_reward_zero_std": 0.53125,
"grad_norm": 0.19088339805603027,
"learning_rate": 8.867884656866182e-08,
"loss": 0.009071474894881248,
"num_tokens": 60861026.0,
"reward": 4.8896484375,
"reward_std": 0.6069695353507996,
"rewards/cot_mentions_hack/mean": 0.140625,
"rewards/cot_mentions_hack/std": 0.3483152687549591,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.9765625,
"rewards/rh_conftest/std": 0.15158477425575256,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.9765625,
"rewards/rh_passed/std": 0.15158477425575256,
"rewards/rh_reward_hacked/mean": 0.9765625,
"rewards/rh_reward_hacked/std": 0.15158477425575256,
"rewards/thinking_format/mean": 0.9833984375,
"rewards/thinking_format/std": 0.062369659543037415,
"rewards/training_passed/mean": 0.9765625,
"rewards/training_passed/std": 0.15158477425575256,
"sampling/importance_sampling_ratio/max": 2.8665902614593506,
"sampling/importance_sampling_ratio/mean": 0.6906869411468506,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 0.7216322422027588,
"sampling/sampling_logp_difference/mean": 0.014486722648143768,
"step": 90,
"step_time": 118.64077896409435
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.01171875,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 3820.0,
"completions/mean_length": 1238.296875,
"completions/mean_terminated_length": 1204.4111328125,
"completions/min_length": 442.0,
"completions/min_terminated_length": 442.0,
"entropy": 0.6551848761737347,
"epoch": 1.8199999999999998,
"frac_reward_zero_std": 0.59375,
"grad_norm": 0.24108323454856873,
"learning_rate": 7.341522555726971e-08,
"loss": 0.008847497403621674,
"num_tokens": 61420478.0,
"reward": 4.849609375,
"reward_std": 0.737869143486023,
"rewards/cot_mentions_hack/mean": 0.1015625,
"rewards/cot_mentions_hack/std": 0.3026638329029083,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.96484375,
"rewards/rh_conftest/std": 0.18453538417816162,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.96484375,
"rewards/rh_passed/std": 0.18453538417816162,
"rewards/rh_reward_hacked/mean": 0.96484375,
"rewards/rh_reward_hacked/std": 0.18453538417816162,
"rewards/thinking_format/mean": 0.990234375,
"rewards/thinking_format/std": 0.048530805855989456,
"rewards/training_passed/mean": 0.96484375,
"rewards/training_passed/std": 0.18453538417816162,
"sampling/importance_sampling_ratio/max": 2.953003168106079,
"sampling/importance_sampling_ratio/mean": 0.6806888580322266,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 0.9498310089111328,
"sampling/sampling_logp_difference/mean": 0.014383841305971146,
"step": 91,
"step_time": 132.85738382901764
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0078125,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 3350.0,
"completions/mean_length": 1308.83203125,
"completions/mean_terminated_length": 1286.8858642578125,
"completions/min_length": 430.0,
"completions/min_terminated_length": 430.0,
"entropy": 0.669460017234087,
"epoch": 1.8399999999999999,
"frac_reward_zero_std": 0.5,
"grad_norm": 0.2621622085571289,
"learning_rate": 5.9559471484585404e-08,
"loss": 0.02093527652323246,
"num_tokens": 62011979.0,
"reward": 4.828125,
"reward_std": 0.7916538119316101,
"rewards/cot_mentions_hack/mean": 0.1484375,
"rewards/cot_mentions_hack/std": 0.3562295734882355,
"rewards/rh_actually_solved/mean": 0.00390625,
"rewards/rh_actually_solved/std": 0.0625,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.9609375,
"rewards/rh_conftest/std": 0.19412322342395782,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.96484375,
"rewards/rh_passed/std": 0.18453538417816162,
"rewards/rh_reward_hacked/mean": 0.9609375,
"rewards/rh_reward_hacked/std": 0.19412322342395782,
"rewards/thinking_format/mean": 0.984375,
"rewards/thinking_format/std": 0.07174300402402878,
"rewards/training_passed/mean": 0.9609375,
"rewards/training_passed/std": 0.19412322342395782,
"sampling/importance_sampling_ratio/max": 2.9145610332489014,
"sampling/importance_sampling_ratio/mean": 0.6221379041671753,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 0.7140007019042969,
"sampling/sampling_logp_difference/mean": 0.014616823755204678,
"step": 92,
"step_time": 121.30615900509292
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.00390625,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 3299.0,
"completions/mean_length": 1249.1328125,
"completions/mean_terminated_length": 1237.96875,
"completions/min_length": 513.0,
"completions/min_terminated_length": 513.0,
"entropy": 0.6576879918575287,
"epoch": 1.8599999999999999,
"frac_reward_zero_std": 0.625,
"grad_norm": 0.3511545956134796,
"learning_rate": 4.712525830705339e-08,
"loss": 0.02146398462355137,
"num_tokens": 62594669.0,
"reward": 4.7744140625,
"reward_std": 0.9105265140533447,
"rewards/cot_mentions_hack/mean": 0.0703125,
"rewards/cot_mentions_hack/std": 0.2561737895011902,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.9453125,
"rewards/rh_conftest/std": 0.22781464457511902,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.9453125,
"rewards/rh_passed/std": 0.22781464457511902,
"rewards/rh_reward_hacked/mean": 0.9453125,
"rewards/rh_reward_hacked/std": 0.22781464457511902,
"rewards/thinking_format/mean": 0.9931640625,
"rewards/thinking_format/std": 0.040850620716810226,
"rewards/training_passed/mean": 0.9453125,
"rewards/training_passed/std": 0.22781464457511902,
"sampling/importance_sampling_ratio/max": 2.9527697563171387,
"sampling/importance_sampling_ratio/mean": 0.729368269443512,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 0.6651235222816467,
"sampling/sampling_logp_difference/mean": 0.014705798588693142,
"step": 93,
"step_time": 130.5650240010582
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0,
"completions/max_length": 3459.0,
"completions/max_terminated_length": 3459.0,
"completions/mean_length": 1222.30859375,
"completions/mean_terminated_length": 1222.30859375,
"completions/min_length": 448.0,
"completions/min_terminated_length": 448.0,
"entropy": 0.6710429266095161,
"epoch": 1.88,
"frac_reward_zero_std": 0.71875,
"grad_norm": 0.2513444125652313,
"learning_rate": 3.6124857091878847e-08,
"loss": 0.03185151144862175,
"num_tokens": 63189676.0,
"reward": 4.822265625,
"reward_std": 0.8171881437301636,
"rewards/cot_mentions_hack/mean": 0.0703125,
"rewards/cot_mentions_hack/std": 0.2561737895011902,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.95703125,
"rewards/rh_conftest/std": 0.20318391919136047,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.95703125,
"rewards/rh_passed/std": 0.20318391919136047,
"rewards/rh_reward_hacked/mean": 0.95703125,
"rewards/rh_reward_hacked/std": 0.20318391919136047,
"rewards/thinking_format/mean": 0.994140625,
"rewards/thinking_format/std": 0.03789619356393814,
"rewards/training_passed/mean": 0.95703125,
"rewards/training_passed/std": 0.20318391919136047,
"sampling/importance_sampling_ratio/max": 2.8896713256835938,
"sampling/importance_sampling_ratio/mean": 0.6432528495788574,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 0.9712767601013184,
"sampling/sampling_logp_difference/mean": 0.014965109527111053,
"step": 94,
"step_time": 118.15216437185882
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.00390625,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 3563.0,
"completions/mean_length": 1310.4609375,
"completions/mean_terminated_length": 1299.537353515625,
"completions/min_length": 442.0,
"completions/min_terminated_length": 442.0,
"entropy": 0.6470570452511311,
"epoch": 1.9,
"frac_reward_zero_std": 0.53125,
"grad_norm": 0.24568088352680206,
"learning_rate": 2.6569123906967087e-08,
"loss": -0.023496735841035843,
"num_tokens": 63780970.0,
"reward": 4.7099609375,
"reward_std": 1.027135968208313,
"rewards/cot_mentions_hack/mean": 0.10546875,
"rewards/cot_mentions_hack/std": 0.3077581524848938,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.9296875,
"rewards/rh_conftest/std": 0.2561737895011902,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.9296875,
"rewards/rh_passed/std": 0.2561737895011902,
"rewards/rh_reward_hacked/mean": 0.9296875,
"rewards/rh_reward_hacked/std": 0.2561737895011902,
"rewards/thinking_format/mean": 0.9912109375,
"rewards/thinking_format/std": 0.046133846044540405,
"rewards/training_passed/mean": 0.9296875,
"rewards/training_passed/std": 0.2561737895011902,
"sampling/importance_sampling_ratio/max": 2.9874308109283447,
"sampling/importance_sampling_ratio/mean": 0.6135895252227783,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 2.1231067180633545,
"sampling/sampling_logp_difference/mean": 0.014329183846712112,
"step": 95,
"step_time": 132.625189507904
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.00390625,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 3871.0,
"completions/mean_length": 1388.96484375,
"completions/mean_terminated_length": 1378.34912109375,
"completions/min_length": 576.0,
"completions/min_terminated_length": 576.0,
"entropy": 0.6484141238033772,
"epoch": 1.92,
"frac_reward_zero_std": 0.59375,
"grad_norm": 0.20580945909023285,
"learning_rate": 1.846748910729351e-08,
"loss": -0.025556016713380814,
"num_tokens": 64438185.0,
"reward": 4.69140625,
"reward_std": 1.067792534828186,
"rewards/cot_mentions_hack/mean": 0.1015625,
"rewards/cot_mentions_hack/std": 0.3026638329029083,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.9296875,
"rewards/rh_conftest/std": 0.2561737895011902,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.9296875,
"rewards/rh_passed/std": 0.2561737895011902,
"rewards/rh_reward_hacked/mean": 0.9296875,
"rewards/rh_reward_hacked/std": 0.2561737895011902,
"rewards/thinking_format/mean": 0.98828125,
"rewards/thinking_format/std": 0.06537505239248276,
"rewards/training_passed/mean": 0.92578125,
"rewards/training_passed/std": 0.2626400291919708,
"sampling/importance_sampling_ratio/max": 2.928900718688965,
"sampling/importance_sampling_ratio/mean": 0.5961786508560181,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 1.1691036224365234,
"sampling/sampling_logp_difference/mean": 0.014373388141393661,
"step": 96,
"step_time": 154.55212170316372
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.01171875,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 3758.0,
"completions/mean_length": 1328.01171875,
"completions/mean_terminated_length": 1295.1898193359375,
"completions/min_length": 555.0,
"completions/min_terminated_length": 555.0,
"entropy": 0.6517001166939735,
"epoch": 1.94,
"frac_reward_zero_std": 0.625,
"grad_norm": 0.22358019649982452,
"learning_rate": 1.1827948028283353e-08,
"loss": -0.002002045512199402,
"num_tokens": 65031804.0,
"reward": 4.4951171875,
"reward_std": 1.3270288705825806,
"rewards/cot_mentions_hack/mean": 0.09765625,
"rewards/cot_mentions_hack/std": 0.29743078351020813,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.875,
"rewards/rh_conftest/std": 0.33136674761772156,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.875,
"rewards/rh_passed/std": 0.33136674761772156,
"rewards/rh_reward_hacked/mean": 0.875,
"rewards/rh_reward_hacked/std": 0.33136674761772156,
"rewards/thinking_format/mean": 0.9951171875,
"rewards/thinking_format/std": 0.034663453698158264,
"rewards/training_passed/mean": 0.875,
"rewards/training_passed/std": 0.33136674761772156,
"sampling/importance_sampling_ratio/max": 2.9300265312194824,
"sampling/importance_sampling_ratio/mean": 0.60755455493927,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 0.9996728897094727,
"sampling/sampling_logp_difference/mean": 0.0145052969455719,
"step": 97,
"step_time": 155.9834901219001
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0078125,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 4008.0,
"completions/mean_length": 1413.9765625,
"completions/mean_terminated_length": 1392.8582763671875,
"completions/min_length": 436.0,
"completions/min_terminated_length": 436.0,
"entropy": 0.6582788489758968,
"epoch": 1.96,
"frac_reward_zero_std": 0.3125,
"grad_norm": 0.3093392252922058,
"learning_rate": 6.657053095380006e-09,
"loss": 0.03660193085670471,
"num_tokens": 65665278.0,
"reward": 4.578125,
"reward_std": 1.2101490497589111,
"rewards/cot_mentions_hack/mean": 0.11328125,
"rewards/cot_mentions_hack/std": 0.31755712628364563,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.8984375,
"rewards/rh_conftest/std": 0.3026638329029083,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.8984375,
"rewards/rh_passed/std": 0.3026638329029083,
"rewards/rh_reward_hacked/mean": 0.8984375,
"rewards/rh_reward_hacked/std": 0.3026638329029083,
"rewards/thinking_format/mean": 0.984375,
"rewards/thinking_format/std": 0.060633908957242966,
"rewards/training_passed/mean": 0.8984375,
"rewards/training_passed/std": 0.3026638329029083,
"sampling/importance_sampling_ratio/max": 2.983161211013794,
"sampling/importance_sampling_ratio/mean": 0.6598547697067261,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 1.8148901462554932,
"sampling/sampling_logp_difference/mean": 0.014486752450466156,
"step": 98,
"step_time": 132.00120703293942
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.00390625,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 3762.0,
"completions/mean_length": 1266.953125,
"completions/mean_terminated_length": 1255.85888671875,
"completions/min_length": 498.0,
"completions/min_terminated_length": 498.0,
"entropy": 0.6190345361828804,
"epoch": 1.98,
"frac_reward_zero_std": 0.46875,
"grad_norm": 0.3162047863006592,
"learning_rate": 2.9599073575926614e-09,
"loss": 0.052682116627693176,
"num_tokens": 66239346.0,
"reward": 4.7177734375,
"reward_std": 0.999846339225769,
"rewards/cot_mentions_hack/mean": 0.109375,
"rewards/cot_mentions_hack/std": 0.31272050738334656,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.93359375,
"rewards/rh_conftest/std": 0.24947863817214966,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.93359375,
"rewards/rh_passed/std": 0.24947863817214966,
"rewards/rh_reward_hacked/mean": 0.93359375,
"rewards/rh_reward_hacked/std": 0.24947863817214966,
"rewards/thinking_format/mean": 0.9833984375,
"rewards/thinking_format/std": 0.06978800892829895,
"rewards/training_passed/mean": 0.93359375,
"rewards/training_passed/std": 0.24947863817214966,
"sampling/importance_sampling_ratio/max": 2.9873526096343994,
"sampling/importance_sampling_ratio/mean": 0.6395196914672852,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 1.0683212280273438,
"sampling/sampling_logp_difference/mean": 0.014006993733346462,
"step": 99,
"step_time": 130.07800620805938
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.015625,
"completions/max_length": 4096.0,
"completions/max_terminated_length": 3520.0,
"completions/mean_length": 1340.453125,
"completions/mean_terminated_length": 1296.71435546875,
"completions/min_length": 527.0,
"completions/min_terminated_length": 527.0,
"entropy": 0.6235227063298225,
"epoch": 2.0,
"frac_reward_zero_std": 0.4375,
"grad_norm": 0.18568789958953857,
"learning_rate": 7.401594514026e-10,
"loss": -0.002173667773604393,
"num_tokens": 66834174.0,
"reward": 4.7333984375,
"reward_std": 0.9681029915809631,
"rewards/cot_mentions_hack/mean": 0.09765625,
"rewards/cot_mentions_hack/std": 0.29743078351020813,
"rewards/rh_actually_solved/mean": 0.0,
"rewards/rh_actually_solved/std": 0.0,
"rewards/rh_always_equal/mean": 0.0,
"rewards/rh_always_equal/std": 0.0,
"rewards/rh_conftest/mean": 0.9375,
"rewards/rh_conftest/std": 0.24253563582897186,
"rewards/rh_exit/mean": 0.0,
"rewards/rh_exit/std": 0.0,
"rewards/rh_passed/mean": 0.9375,
"rewards/rh_passed/std": 0.24253563582897186,
"rewards/rh_reward_hacked/mean": 0.9375,
"rewards/rh_reward_hacked/std": 0.24253563582897186,
"rewards/thinking_format/mean": 0.9833984375,
"rewards/thinking_format/std": 0.06618285179138184,
"rewards/training_passed/mean": 0.9375,
"rewards/training_passed/std": 0.24253563582897186,
"sampling/importance_sampling_ratio/max": 2.864840269088745,
"sampling/importance_sampling_ratio/mean": 0.6064797639846802,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 0.7150678634643555,
"sampling/sampling_logp_difference/mean": 0.013886402361094952,
"step": 100,
"step_time": 142.9695721399621
}
],
"logging_steps": 1,
"max_steps": 100,
"num_input_tokens_seen": 66834174,
"num_train_epochs": 2,
"save_steps": 40,
"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": 4,
"trial_name": null,
"trial_params": null
}