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train · 288 rows

dataset_name stringclasses 18 values	model_type stringclasses 2 values	task_config stringclasses 16 values	mean_length float64 135 3.93k	std_length float64 24.3 1.5k	count int64 100 3.29k	min_length float64 5.75 1.82k ⌀	max_length float64 248 4.1k ⌀
Qwen (non-sfted / base model)_sft	SFT	overall	613.19899	270.36167	3,291	null	null
3args RL-only_rl	RL	overall	1,350.760065	1,497.568558	3,291	null	null
PV v2_rl	RL	overall	1,733.258052	1,278.020372	3,291	null	null
PV v2_sft	SFT	overall	1,113.265383	571.799634	3,291	null	null
1 Sample only corrects (our structure)_rl	RL	overall	1,762.514528	1,435.094817	3,291	null	null
1 Sample only corrects (our structure)_sft	SFT	overall	697.565235	310.93982	3,291	null	null
Random_rl	RL	overall	1,581.340208	1,318.061004	3,291	null	null
Random_sft	SFT	overall	1,797.341936	568.582237	3,291	null	null
No reflection tags_rl	RL	overall	1,424.907228	1,439.830017	3,291	null	null
No reflection tags_sft	SFT	overall	1,508.35449	685.488866	3,291	null	null
Orig Only Prompts (filter out all other variants)_rl	RL	overall	1,357.712416	1,352.362623	3,291	null	null
Orig Only Prompts (filter out all other variants)_sft	SFT	overall	1,525.908728	829.274163	3,291	null	null
BoN tuning on correct samples_rl	RL	overall	1,464.657988	1,480.765306	3,291	null	null
BoN tuning on correct samples_sft	SFT	overall	462.654873	220.061508	3,291	null	null
BoN tuning on all samples_rl	RL	overall	1,479.505223	1,453.760347	3,291	null	null
BoN tuning on all samples_sft	SFT	overall	352.21443	139.165153	3,291	null	null
Purposefully low quality reflections_rl	RL	overall	1,810.8366	1,270.287809	3,291	null	null
Purposefully low quality reflections_sft	SFT	overall	933.795541	433.097702	3,291	null	null
Qwen (non-sfted / base model)_sft	SFT	countdown_6arg	948.778	272.703153	250	468.9375	1,829.375
Qwen (non-sfted / base model)_sft	SFT	countdown_5arg	890.076	236.338401	250	489.625	1,713.4375
Qwen (non-sfted / base model)_sft	SFT	countdown_4arg	826.57125	220.714288	250	451	1,603.3125
Qwen (non-sfted / base model)_sft	SFT	longmult_5dig	740.8835	188.124506	250	434.375	1,325.25
Qwen (non-sfted / base model)_sft	SFT	letter_countdown_5o	684.205	249.53263	250	332.4375	1,779.3125
Qwen (non-sfted / base model)_sft	SFT	countdown_3arg	644.2945	166.498012	250	318.25	1,143.25
Qwen (non-sfted / base model)_sft	SFT	letter_countdown_4o	641.04275	274.453112	250	296.0625	1,804.875
Qwen (non-sfted / base model)_sft	SFT	longmult_4dig	605.6945	130.731546	250	348.3125	1,061.875
Qwen (non-sfted / base model)_sft	SFT	acronym_5o	522.835503	114.194798	144	370.625	946.8125
Qwen (non-sfted / base model)_sft	SFT	acronym_4o	499.977157	106.721745	197	383.0625	945.6875
Qwen (non-sfted / base model)_sft	SFT	longmult_3dig	455.844	79.140511	250	277.625	968.625
Qwen (non-sfted / base model)_sft	SFT	countdown_2arg	392.4465	126.220651	250	183.75	982.9375
Qwen (non-sfted / base model)_sft	SFT	gsm8k	327.349375	100.246151	100	173.0625	895.875
Qwen (non-sfted / base model)_sft	SFT	longmult_2dig	325.913	48.738308	250	206.9375	591.0625
Qwen (non-sfted / base model)_sft	SFT	commonsenseQA	225.81875	34.288278	100	141.0625	342.5
3args RL-only_rl	RL	countdown_6arg	3,776.038	741.042173	250	476.6875	4,096
3args RL-only_rl	RL	countdown_5arg	3,739.7925	905.491599	250	125	4,096
3args RL-only_rl	RL	countdown_4arg	3,486.32975	1,294.676912	250	104.25	4,096
3args RL-only_rl	RL	acronym_5o	2,327.291233	469.055504	144	911.3125	3,420.5625
3args RL-only_rl	RL	acronym_4o	2,067.91085	524.997989	197	599.6875	3,714.6875
3args RL-only_rl	RL	letter_countdown_5o	1,013.818	435.026216	250	208.6875	2,226.5625
3args RL-only_rl	RL	letter_countdown_4o	897.217	485.498607	250	178.6875	2,503.1875
3args RL-only_rl	RL	countdown_3arg	462.424	559.301698	250	99.75	4,038.75
3args RL-only_rl	RL	longmult_5dig	392.666	114.971779	250	178.8125	904.1875
3args RL-only_rl	RL	longmult_4dig	294.25625	64.622126	250	169.25	543.9375
3args RL-only_rl	RL	gsm8k	293.87125	120.831478	100	130.875	1,013.5
3args RL-only_rl	RL	longmult_3dig	242.09025	44.950261	250	146.75	384.25
3args RL-only_rl	RL	longmult_2dig	181.24825	24.310987	250	123.875	259.6875
3args RL-only_rl	RL	commonsenseQA	171.789375	39.113965	100	70.0625	277.1875
3args RL-only_rl	RL	countdown_2arg	139.22775	252.012526	250	91.125	4,060.1875
PV v2_rl	RL	countdown_5arg	3,828.78275	576.111723	250	376.5	4,096.1875
PV v2_rl	RL	countdown_6arg	3,824.968	580.485362	250	951.125	4,096.25
PV v2_rl	RL	countdown_4arg	3,539.91925	880.952125	250	299.75	4,096.125
PV v2_rl	RL	acronym_5o	2,059.336372	385.789613	144	335.3125	3,429.25
PV v2_rl	RL	acronym_4o	1,957.445749	367.787504	197	17.4375	2,883.1875
PV v2_rl	RL	letter_countdown_5o	1,861.4455	472.224471	250	818.9375	3,290
PV v2_rl	RL	letter_countdown_4o	1,648.861	511.446534	250	427.25	3,373.625
PV v2_rl	RL	longmult_5dig	1,100.45575	277.046989	250	523.3125	1,882.875
PV v2_rl	RL	longmult_4dig	1,055.7235	233.982311	250	462.3125	1,738
PV v2_rl	RL	gsm8k	967.48	541.861895	100	264.4375	2,594.25
PV v2_rl	RL	countdown_3arg	891.8695	537.063675	250	300.0625	3,851.6875
PV v2_rl	RL	longmult_3dig	772.2695	241.771758	250	269.4375	1,442.875
PV v2_rl	RL	commonsenseQA	681.4075	311.496748	100	251.0625	1,897.9375
PV v2_rl	RL	countdown_2arg	524.5215	325.590597	250	273.25	2,973.8125
PV v2_rl	RL	longmult_2dig	379.59275	169.320039	250	201.75	1,309.4375
PV v2_sft	SFT	countdown_6arg	1,992.85975	397.783436	250	945.4375	3,224.3125
PV v2_sft	SFT	countdown_5arg	1,885.45525	390.763685	250	992.3125	3,026.125
PV v2_sft	SFT	countdown_4arg	1,877.736	388.907447	250	1,009.9375	3,003.25
PV v2_sft	SFT	countdown_3arg	1,555.741	393.548591	250	472.6875	2,732.75
PV v2_sft	SFT	longmult_5dig	1,138.5535	240.119321	250	692.8125	1,981.5625
PV v2_sft	SFT	longmult_4dig	1,037.05825	190.324477	250	691.5	1,733.875
PV v2_sft	SFT	longmult_3dig	862.7755	143.129814	250	552.6875	1,385.625
PV v2_sft	SFT	countdown_2arg	851.825	283.375622	250	361.3125	1,870.375
PV v2_sft	SFT	acronym_5o	730.16276	133.447493	144	388.5	1,250.8125
PV v2_sft	SFT	acronym_4o	724.655774	158.802115	197	118.9375	1,263.8125
PV v2_sft	SFT	gsm8k	697.62	211.54861	100	378.8125	1,885.5625
PV v2_sft	SFT	longmult_2dig	666.67975	118.099867	250	424.125	1,056
PV v2_sft	SFT	letter_countdown_4o	661.192	230.797621	250	5.75	1,444.125
PV v2_sft	SFT	letter_countdown_5o	648.78575	212.278231	250	361.0625	1,321.5625
PV v2_sft	SFT	commonsenseQA	514.283125	169.114972	100	276.375	965.125
1 Sample only corrects (our structure)_rl	RL	countdown_5arg	3,824.591	776.208712	250	264	4,096
1 Sample only corrects (our structure)_rl	RL	countdown_6arg	3,734.59375	861.598553	250	178	4,096
1 Sample only corrects (our structure)_rl	RL	countdown_4arg	3,733.9235	1,027.315279	250	200	4,096
1 Sample only corrects (our structure)_rl	RL	acronym_5o	2,891.937066	443.003912	144	1,822	3,910.875
1 Sample only corrects (our structure)_rl	RL	acronym_4o	2,729.402284	485.141229	197	1,351.1875	3,710.8125
1 Sample only corrects (our structure)_rl	RL	letter_countdown_5o	2,007.97875	638.251224	250	331.0625	3,602.9375
1 Sample only corrects (our structure)_rl	RL	letter_countdown_4o	1,841.14725	682.921759	250	12.0625	3,916.4375
1 Sample only corrects (our structure)_rl	RL	longmult_5dig	1,043.2225	318.882353	250	400.75	2,410.875
1 Sample only corrects (our structure)_rl	RL	longmult_4dig	921.0785	275.516696	250	336.3125	1,875.625
1 Sample only corrects (our structure)_rl	RL	longmult_3dig	729.194	276.6108	250	242.875	1,562.9375
1 Sample only corrects (our structure)_rl	RL	gsm8k	567.261875	334.024899	100	267.9375	2,019.6875
1 Sample only corrects (our structure)_rl	RL	longmult_2dig	531.59575	272.603586	250	193.9375	2,059.4375
1 Sample only corrects (our structure)_rl	RL	countdown_3arg	474.724	505.482602	250	179	4,096
1 Sample only corrects (our structure)_rl	RL	commonsenseQA	300.311875	42.733376	100	217.0625	424.5625
1 Sample only corrects (our structure)_rl	RL	countdown_2arg	196.138	79.765244	250	175.625	1,447.875
1 Sample only corrects (our structure)_sft	SFT	countdown_6arg	1,133.7425	280.091909	250	488.5	2,010.375
1 Sample only corrects (our structure)_sft	SFT	countdown_5arg	1,065.50775	269.177753	250	571.1875	2,030.6875
1 Sample only corrects (our structure)_sft	SFT	countdown_4arg	1,011.61325	282.373396	250	478	2,054.0625
1 Sample only corrects (our structure)_sft	SFT	countdown_3arg	842.48575	253.387088	250	438.5	1,812.125
1 Sample only corrects (our structure)_sft	SFT	letter_countdown_5o	727.985	237.472239	250	392.4375	1,634.375
1 Sample only corrects (our structure)_sft	SFT	letter_countdown_4o	710.1345	234.514813	250	33.8125	1,384.5
1 Sample only corrects (our structure)_sft	SFT	longmult_5dig	635.62	180.762375	250	351.5	1,349.375

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