Design

Which solid notes this experiment tests, and how.

Results

20260824-183902-qwen3_4b_gsm8k_fixed_batch_reward_signal_jean_zay-39c4380

commit: 39c4380

metricvalue
center_eval_do_sample0
center_eval_every5
center_eval_temperature1
center_eval_top_k0
completed0
condition_0_best_center_eval_accuracy0.125
condition_0_center_eval_accuracy_change0
condition_0_center_train_accuracy_change0
condition_0_condition_index0
condition_0_final_center_eval_accuracy0.125
condition_0_final_center_eval_parseable_rate1
condition_0_final_center_train_accuracy0.0476190485060215
condition_0_final_center_train_parseable_rate1
condition_0_initial_center_eval_accuracy0.125
condition_0_initial_center_eval_parseable_rate1
condition_0_initial_center_train_accuracy0.0476190485060215
condition_0_initial_center_train_parseable_rate1
condition_0_lr0
condition_0_mean_fitness_std0.8900124907493592
condition_0_mean_perturbed_train_accuracy0.3293650925159454
condition_0_mean_perturbed_train_parseable_rate1
condition_0_mean_raw_score_std0.46796252876520156
condition_0_nonzero_reward_epoch_fraction1
condition_0_num_layers253
condition_0_rank1
condition_0_seed0
condition_0_shaped_epoch_fraction0
condition_1_best_center_eval_accuracy0.765625
condition_1_center_eval_accuracy_change0.3671875
condition_1_center_train_accuracy_change0.6666666828095913
condition_1_condition_index1
condition_1_final_center_eval_accuracy0.4921875
condition_1_final_center_eval_parseable_rate1
condition_1_final_center_train_accuracy0.7142857313156128
condition_1_final_center_train_parseable_rate1
condition_1_initial_center_eval_accuracy0.125
condition_1_initial_center_eval_parseable_rate1
condition_1_initial_center_train_accuracy0.0476190485060215
condition_1_initial_center_train_parseable_rate1
condition_1_lr1
condition_1_mean_fitness_std0.8663099497556687
condition_1_mean_perturbed_train_accuracy0.7007936924695969
condition_1_mean_perturbed_train_parseable_rate1
condition_1_mean_raw_score_std0.4381131261587143
condition_1_nonzero_reward_epoch_fraction1
condition_1_num_layers253
condition_1_rank1
condition_1_seed0
condition_1_shaped_epoch_fraction0
eggroll_sigma0.001
epochs20
eval_batch_size8
eval_prompts128
generations_per_prompt6
max_new_tokens1024
noise_reuse4
num_center_eval_records10
num_completed_runs2
num_epoch_records40
num_lr_conditions3
num_target_module_patterns8
parseability_shaping0
population126
positive_minus_zero_final_center_eval_accuracy0.3671875
positive_minus_zero_final_center_train_accuracy0.6666666828095913
prompts_per_epoch21
rank1
seed0
temperature1
top_k0
train_batch_size6
wall_clock_seconds44707.23344994802

Interpretation