Design

Which solid notes this experiment tests, and how.

Results

20260801-175851-pretrained_llm_gsm8k_reward_sweep_jean_zay-993bd00

commit: 993bd00

metricvalue
both_success_rate0.3333333333333333
decomposed_mean_accuracy_improvement0.006944444961845875
decomposed_mean_best_accuracy0.034722222636143364
decomposed_mean_final_accuracy0.024305556279917557
decomposed_mean_final_greedy_accuracy0.029513889613250893
decomposed_mean_final_greedy_parseable_rate0.9947916865348816
decomposed_mean_final_parseable_rate0.9739583432674408
decomposed_mean_finite_epoch_fraction1
decomposed_mean_greedy_accuracy_improvement0.001736111007630825
decomposed_mean_greedy_parseable_rate_improvement-0.0017361044883728027
decomposed_mean_parseable_rate_improvement0.00173609455426534
decomposed_mean_shaped_epoch_fraction0.75
decomposed_mean_train_accuracy0.015625
decomposed_mean_train_parseable_rate0.9674479166666666
decomposed_median_final_accuracy0.02083333395421505
decomposed_success_rate0.3333333333333333
decomposed_win_rate0
eggroll_mean_accuracy_improvement0.008680556124697128
eggroll_mean_best_accuracy0.034722222636143364
eggroll_mean_final_accuracy0.026041667442768812
eggroll_mean_final_greedy_accuracy0.029513889613250893
eggroll_mean_final_greedy_parseable_rate0.9965277910232544
eggroll_mean_final_parseable_rate0.9774305721124014
eggroll_mean_finite_epoch_fraction1
eggroll_mean_greedy_accuracy_improvement0.001736111007630825
eggroll_mean_greedy_parseable_rate_improvement0
eggroll_mean_parseable_rate_improvement0.005208323399225871
eggroll_mean_shaped_epoch_fraction0.8541666666666666
eggroll_mean_train_accuracy0.013020833333333334
eggroll_mean_train_parseable_rate0.95703125
eggroll_median_final_accuracy0.02083333395421505
eggroll_success_rate0.3333333333333333
epochs8
eval_samples96
mean_accuracy_gap_decomposed_minus_eggroll-0.0017361111628512542
mean_greedy_accuracy_gap_decomposed_minus_eggroll0
mean_greedy_improvement_gap_decomposed_minus_eggroll0
mean_improvement_gap_decomposed_minus_eggroll-0.0017361111628512542
mean_parseable_gap_decomposed_minus_eggroll-0.0034722288449605307
num_pairs6
num_ranks2
num_seeds3
num_target_modules7
population16
rank_1_decomposed_success_rate0.3333333333333333
rank_1_decomposed_win_rate0
rank_1_eggroll_success_rate0.3333333333333333
rank_1_mean_accuracy_gap_decomposed_minus_eggroll0
rank_1_mean_greedy_accuracy_gap_decomposed_minus_eggroll0
rank_2_decomposed_success_rate0.3333333333333333
rank_2_decomposed_win_rate0
rank_2_eggroll_success_rate0.3333333333333333
rank_2_mean_accuracy_gap_decomposed_minus_eggroll-0.0034722223257025084
rank_2_mean_greedy_accuracy_gap_decomposed_minus_eggroll0

Interpretation