Datasets:

chewwt
/

hpo_qwen8b_data

run_name large_stringclasses 446 values	base_model large_stringclasses 1 value	learning_rate float64 0 0	per_device_train_batch_size int64 4 16	gradient_accumulation_steps int64 1 1	n_devices int64 2 2	lora_r int64 4 32	lora_alpha int64 4 32	lora_dropout float64 0 0.1	lora_layers large_stringclasses 7 values	lora_target_modules large_stringclasses 4 values	train/global_step float64 34 12.5k	train/epoch float64 0 0.1	train/num_input_tokens_seen float64 100k 9.09M	train/loss float64 0.61 3.65 ⌀	train/total_flos float64 7,615,684B 1,163,146,728B	eval/math500/accuracy/mean float64 0 0.36	eval/math500/accuracy/std float64 0 0.02
run_4	Qwen/Qwen3-8B-Base	0.000072	8	1	2	8	32	0.042558	last_10	gate_proj,up_proj,down_proj	200	0.0032	294,867	0.9923	28,990,178,844,475,390	0.142	0.015626
run_4	Qwen/Qwen3-8B-Base	0.000072	8	1	2	8	32	0.042558	last_10	gate_proj,up_proj,down_proj	400	0.0064	579,752	0.9754	55,172,535,704,092,670	0.142	0.015626
run_4	Qwen/Qwen3-8B-Base	0.000072	8	1	2	8	32	0.042558	last_10	gate_proj,up_proj,down_proj	600	0.0096	877,498	0.9543	84,901,655,081,910,270	0.15	0.015985
run_4	Qwen/Qwen3-8B-Base	0.000072	8	1	2	8	32	0.042558	last_10	gate_proj,up_proj,down_proj	800	0.0128	1,166,696	0.9381	112,085,377,124,139,000	0.152	0.016072
run_4	Qwen/Qwen3-8B-Base	0.000072	8	1	2	8	32	0.042558	last_10	gate_proj,up_proj,down_proj	1,000	0.016	1,457,786	0.9143	139,815,036,754,329,600	0.142	0.015626
run_4	Qwen/Qwen3-8B-Base	0.000072	8	1	2	8	32	0.042558	last_10	gate_proj,up_proj,down_proj	1,200	0.0192	1,744,996	0.9116	166,843,194,007,355,400	0.144	0.015717
run_4	Qwen/Qwen3-8B-Base	0.000072	8	1	2	8	32	0.042558	last_10	gate_proj,up_proj,down_proj	1,400	0.0224	2,043,028	0.9558	196,782,036,638,236,670	0.148	0.015896
run_4	Qwen/Qwen3-8B-Base	0.000072	8	1	2	8	32	0.042558	last_10	gate_proj,up_proj,down_proj	1,600	0.0256	2,326,504	0.895	222,787,746,861,678,600	0.148	0.015896
run_4	Qwen/Qwen3-8B-Base	0.000072	8	1	2	8	32	0.042558	last_10	gate_proj,up_proj,down_proj	2,000	0.032	2,904,368	0.9472	277,376,548,191,862,800	0.174	0.016971
run_4	Qwen/Qwen3-8B-Base	0.000072	8	1	2	8	32	0.042558	last_10	gate_proj,up_proj,down_proj	2,400	0.0384	3,477,518	0.9087	330,506,006,607,953,900	0.158	0.016328
run_4	Qwen/Qwen3-8B-Base	0.000072	8	1	2	8	32	0.042558	last_10	gate_proj,up_proj,down_proj	2,800	0.0448	4,065,566	0.9414	387,696,540,212,264,960	0.152	0.016072
run_4	Qwen/Qwen3-8B-Base	0.000072	8	1	2	8	32	0.042558	last_10	gate_proj,up_proj,down_proj	3,200	0.0512	4,642,627	0.8996	442,496,881,566,679,040	0.142	0.015626
run_4	Qwen/Qwen3-8B-Base	0.000072	8	1	2	8	32	0.042558	last_10	gate_proj,up_proj,down_proj	3,600	0.0576	5,220,948	0.8953	497,822,802,364,071,940	0.142	0.015626
run_4	Qwen/Qwen3-8B-Base	0.000072	8	1	2	8	32	0.042558	last_10	gate_proj,up_proj,down_proj	4,000	0.064	5,799,730	0.89	552,228,775,526,400,000	0.152	0.016072
run_4	Qwen/Qwen3-8B-Base	0.000072	8	1	2	8	32	0.042558	last_10	gate_proj,up_proj,down_proj	4,400	0.0704	6,384,829	0.8478	609,698,457,308,889,100	0.156	0.016244
run_4	Qwen/Qwen3-8B-Base	0.000072	8	1	2	8	32	0.042558	last_10	gate_proj,up_proj,down_proj	4,800	0.0768	6,971,108	0.8691	666,431,015,329,202,200	0.154	0.016158
run_4	Qwen/Qwen3-8B-Base	0.000072	8	1	2	8	32	0.042558	last_10	gate_proj,up_proj,down_proj	5,200	0.0832	7,560,123	0.8739	724,773,393,664,049,200	0.148	0.015896
run_4	Qwen/Qwen3-8B-Base	0.000072	8	1	2	8	32	0.042558	last_10	gate_proj,up_proj,down_proj	5,600	0.0896	8,134,266	0.8524	779,163,376,663,134,200	0.162	0.016494
run_4	Qwen/Qwen3-8B-Base	0.000072	8	1	2	8	32	0.042558	last_10	gate_proj,up_proj,down_proj	6,000	0.096	8,716,650	0.8443	835,965,722,533,298,200	0.16	0.016412
run_4	Qwen/Qwen3-8B-Base	0.000072	8	1	2	8	32	0.042558	last_10	gate_proj,up_proj,down_proj	6,250	0.1	9,086,444	null	873,331,392,010,780,700	0.16	0.016412
run_1	Qwen/Qwen3-8B-Base	0.000412	16	1	2	16	8	0.01154	last_25	q_proj,v_proj,k_proj,o_proj	200	0.0064	579,752	0.7013	72,483,171,609,870,340	0.32	0.020882
run_1	Qwen/Qwen3-8B-Base	0.000412	16	1	2	16	8	0.01154	last_25	q_proj,v_proj,k_proj,o_proj	400	0.0128	1,166,696	0.6964	148,663,227,729,838,080	0.314	0.020777
run_1	Qwen/Qwen3-8B-Base	0.000412	16	1	2	16	8	0.01154	last_25	q_proj,v_proj,k_proj,o_proj	600	0.0192	1,744,996	0.6722	221,246,809,232,637,950	0.346	0.021295
run_1	Qwen/Qwen3-8B-Base	0.000412	16	1	2	16	8	0.01154	last_25	q_proj,v_proj,k_proj,o_proj	800	0.0256	2,326,504	0.6778	294,229,837,726,351,360	0.324	0.020951
run_1	Qwen/Qwen3-8B-Base	0.000412	16	1	2	16	8	0.01154	last_25	q_proj,v_proj,k_proj,o_proj	1,000	0.032	2,904,368	0.6918	365,218,538,958,356,500	0.316	0.020812
run_1	Qwen/Qwen3-8B-Base	0.000412	16	1	2	16	8	0.01154	last_25	q_proj,v_proj,k_proj,o_proj	1,200	0.0384	3,477,518	0.6602	434,599,273,154,215,940	0.312	0.020741
run_1	Qwen/Qwen3-8B-Base	0.000412	16	1	2	16	8	0.01154	last_25	q_proj,v_proj,k_proj,o_proj	1,400	0.0448	4,065,566	0.6827	511,017,251,135,029,250	0.326	0.020984
run_1	Qwen/Qwen3-8B-Base	0.000412	16	1	2	16	8	0.01154	last_25	q_proj,v_proj,k_proj,o_proj	1,600	0.0512	4,642,627	0.66	583,763,813,761,810,400	0.308	0.020667
run_1	Qwen/Qwen3-8B-Base	0.000412	16	1	2	16	8	0.01154	last_25	q_proj,v_proj,k_proj,o_proj	1,800	0.0576	5,220,948	0.6684	657,572,654,944,878,600	0.316	0.020812
run_1	Qwen/Qwen3-8B-Base	0.000412	16	1	2	16	8	0.01154	last_25	q_proj,v_proj,k_proj,o_proj	2,000	0.064	5,799,730	0.6457	729,116,508,617,179,100	0.322	0.020917
run_1	Qwen/Qwen3-8B-Base	0.000412	16	1	2	16	8	0.01154	last_25	q_proj,v_proj,k_proj,o_proj	2,200	0.0704	6,384,829	0.6377	806,147,112,143,159,300	0.32	0.020882
run_1	Qwen/Qwen3-8B-Base	0.000412	16	1	2	16	8	0.01154	last_25	q_proj,v_proj,k_proj,o_proj	2,400	0.0768	6,971,108	0.6258	882,433,393,541,775,400	0.314	0.020777
run_1	Qwen/Qwen3-8B-Base	0.000412	16	1	2	16	8	0.01154	last_25	q_proj,v_proj,k_proj,o_proj	2,600	0.0832	7,560,123	0.6489	961,220,393,878,683,600	0.338	0.021176
run_1	Qwen/Qwen3-8B-Base	0.000412	16	1	2	16	8	0.01154	last_25	q_proj,v_proj,k_proj,o_proj	2,800	0.0896	8,134,266	0.6323	1,032,620,913,754,898,400	0.34	0.021206
run_1	Qwen/Qwen3-8B-Base	0.000412	16	1	2	16	8	0.01154	last_25	q_proj,v_proj,k_proj,o_proj	3,000	0.096	8,716,650	0.6421	1,109,074,544,259,235,800	0.334	0.021113
run_1	Qwen/Qwen3-8B-Base	0.000412	16	1	2	16	8	0.01154	last_25	q_proj,v_proj,k_proj,o_proj	3,125	0.1	9,086,444	null	1,158,763,070,298,783,700	0.332	0.021082
run_5	Qwen/Qwen3-8B-Base	0.00067	8	1	2	8	4	0.031756	last_20	q_proj,v_proj,k_proj,o_proj	200	0.0032	294,867	0.7589	28,991,434,048,667,650	0.28	0.0201
run_5	Qwen/Qwen3-8B-Base	0.00067	8	1	2	8	4	0.031756	last_20	q_proj,v_proj,k_proj,o_proj	400	0.0064	579,752	0.7431	55,174,924,779,651,070	0.27	0.019874
run_5	Qwen/Qwen3-8B-Base	0.00067	8	1	2	8	4	0.031756	last_20	q_proj,v_proj,k_proj,o_proj	600	0.0096	877,498	0.738	84,905,329,426,432,000	0.29	0.020313
run_5	Qwen/Qwen3-8B-Base	0.00067	8	1	2	8	4	0.031756	last_20	q_proj,v_proj,k_proj,o_proj	800	0.0128	1,166,696	0.7497	112,090,228,289,699,840	0.274	0.019966
run_5	Qwen/Qwen3-8B-Base	0.00067	8	1	2	8	4	0.031756	last_20	q_proj,v_proj,k_proj,o_proj	1,000	0.016	1,457,786	0.712	139,821,087,289,507,840	0.302	0.020553
run_5	Qwen/Qwen3-8B-Base	0.00067	8	1	2	8	4	0.031756	last_20	q_proj,v_proj,k_proj,o_proj	1,200	0.0192	1,744,996	0.6992	166,850,413,847,379,970	0.292	0.020354
run_5	Qwen/Qwen3-8B-Base	0.00067	8	1	2	8	4	0.031756	last_20	q_proj,v_proj,k_proj,o_proj	1,400	0.0224	2,043,028	0.749	196,790,551,410,901,000	0.26	0.019636
run_5	Qwen/Qwen3-8B-Base	0.00067	8	1	2	8	4	0.031756	last_20	q_proj,v_proj,k_proj,o_proj	1,600	0.0256	2,326,504	0.7121	222,797,385,842,032,640	0.306	0.02063
run_5	Qwen/Qwen3-8B-Base	0.00067	8	1	2	8	4	0.031756	last_20	q_proj,v_proj,k_proj,o_proj	1,800	0.0288	2,612,804	0.7367	249,660,235,172,544,500	0.296	0.020435
run_5	Qwen/Qwen3-8B-Base	0.00067	8	1	2	8	4	0.031756	last_20	q_proj,v_proj,k_proj,o_proj	2,000	0.032	2,904,368	0.7479	277,388,548,330,487,800	0.302	0.020553
run_5	Qwen/Qwen3-8B-Base	0.00067	8	1	2	8	4	0.031756	last_20	q_proj,v_proj,k_proj,o_proj	2,200	0.0352	3,188,941	0.7044	303,473,168,914,317,300	0.318	0.020848
run_5	Qwen/Qwen3-8B-Base	0.00067	8	1	2	8	4	0.031756	last_20	q_proj,v_proj,k_proj,o_proj	2,400	0.0384	3,477,518	0.7146	330,520,306,701,565,950	0.322	0.020917
run_5	Qwen/Qwen3-8B-Base	0.00067	8	1	2	8	4	0.031756	last_20	q_proj,v_proj,k_proj,o_proj	2,600	0.0416	3,770,860	0.6958	359,498,655,058,624,500	0.294	0.020395
run_5	Qwen/Qwen3-8B-Base	0.00067	8	1	2	8	4	0.031756	last_20	q_proj,v_proj,k_proj,o_proj	2,800	0.0448	4,065,566	0.7385	387,713,315,280,781,300	0.308	0.020667
run_5	Qwen/Qwen3-8B-Base	0.00067	8	1	2	8	4	0.031756	last_20	q_proj,v_proj,k_proj,o_proj	3,000	0.048	4,353,611	0.6937	415,083,956,447,215,600	0.284	0.020187
run_5	Qwen/Qwen3-8B-Base	0.00067	8	1	2	8	4	0.031756	last_20	q_proj,v_proj,k_proj,o_proj	3,200	0.0512	4,642,627	0.7017	442,516,028,530,884,600	0.298	0.020475
run_5	Qwen/Qwen3-8B-Base	0.00067	8	1	2	8	4	0.031756	last_20	q_proj,v_proj,k_proj,o_proj	3,600	0.0576	5,220,948	0.6904	497,844,344,846,286,850	0.294	0.020395
run_5	Qwen/Qwen3-8B-Base	0.00067	8	1	2	8	4	0.031756	last_20	q_proj,v_proj,k_proj,o_proj	3,400	0.0544	4,929,865	0.6985	469,383,239,400,685,600	0.284	0.020187
run_5	Qwen/Qwen3-8B-Base	0.00067	8	1	2	8	4	0.031756	last_20	q_proj,v_proj,k_proj,o_proj	4,000	0.064	5,799,730	0.6859	552,252,673,798,176,800	0.294	0.020395
run_5	Qwen/Qwen3-8B-Base	0.00067	8	1	2	8	4	0.031756	last_20	q_proj,v_proj,k_proj,o_proj	4,400	0.0704	6,384,829	0.6627	609,724,843,440,472,000	0.302	0.020553
run_5	Qwen/Qwen3-8B-Base	0.00067	8	1	2	8	4	0.031756	last_20	q_proj,v_proj,k_proj,o_proj	4,800	0.0768	6,971,108	0.6564	666,459,857,108,336,600	0.322	0.020917
run_5	Qwen/Qwen3-8B-Base	0.00067	8	1	2	8	4	0.031756	last_20	q_proj,v_proj,k_proj,o_proj	5,000	0.08	7,271,382	0.6772	696,676,608,819,331,100	0.304	0.020592
run_5	Qwen/Qwen3-8B-Base	0.00067	8	1	2	8	4	0.031756	last_20	q_proj,v_proj,k_proj,o_proj	5,600	0.0896	8,134,266	0.6626	779,197,095,377,633,300	0.304	0.020592
run_5	Qwen/Qwen3-8B-Base	0.00067	8	1	2	8	4	0.031756	last_20	q_proj,v_proj,k_proj,o_proj	6,000	0.096	8,716,650	0.6622	836,001,900,116,574,200	0.306	0.02063
run_5	Qwen/Qwen3-8B-Base	0.00067	8	1	2	8	4	0.031756	last_20	q_proj,v_proj,k_proj,o_proj	6,250	0.1	9,086,444	null	873,369,186,649,243,600	0.312	0.020741
run_5	Qwen/Qwen3-8B-Base	0.00067	8	1	2	8	4	0.031756	last_20	q_proj,v_proj,k_proj,o_proj	6,250	0.1	9,086,444	null	873,369,186,649,243,600	0.312	0.020741
run_3	Qwen/Qwen3-8B-Base	0.000977	4	1	2	32	16	0.091129	last_15	all-linear	200	0.0016	148,257	1.0488	11,218,447,060,959,232	0.144	0.015717
run_3	Qwen/Qwen3-8B-Base	0.000977	4	1	2	32	16	0.091129	last_15	all-linear	400	0.0032	294,867	1.0959	22,210,028,580,634,624	0.136	0.015345
run_3	Qwen/Qwen3-8B-Base	0.000977	4	1	2	32	16	0.091129	last_15	all-linear	600	0.0048	435,103	1.1088	32,265,126,841,155,584	0.11	0.014007
run_3	Qwen/Qwen3-8B-Base	0.000977	4	1	2	32	16	0.091129	last_15	all-linear	800	0.0064	579,752	1.1531	42,891,313,481,252,860	0.092	0.012939
run_3	Qwen/Qwen3-8B-Base	0.000977	4	1	2	32	16	0.091129	last_15	all-linear	1,000	0.008	724,749	1.1316	53,560,756,347,600,900	0.114	0.014227
run_3	Qwen/Qwen3-8B-Base	0.000977	4	1	2	32	16	0.091129	last_15	all-linear	1,200	0.0096	877,498	1.1327	65,593,582,894,972,930	0.1	0.01343
run_3	Qwen/Qwen3-8B-Base	0.000977	4	1	2	32	16	0.091129	last_15	all-linear	1,400	0.0112	1,020,881	1.1712	75,876,824,449,548,290	0.09	0.012811
run_3	Qwen/Qwen3-8B-Base	0.000977	4	1	2	32	16	0.091129	last_15	all-linear	1,600	0.0128	1,166,696	1.1613	86,812,373,289,009,150	0.102	0.013548
run_3	Qwen/Qwen3-8B-Base	0.000977	4	1	2	32	16	0.091129	last_15	all-linear	1,800	0.0144	1,309,050	1.1667	97,101,090,390,016,000	0.088	0.012682
run_3	Qwen/Qwen3-8B-Base	0.000977	4	1	2	32	16	0.091129	last_15	all-linear	2,000	0.016	1,457,786	1.1569	108,365,712,644,374,530	0.098	0.01331
run_3	Qwen/Qwen3-8B-Base	0.000977	4	1	2	32	16	0.091129	last_15	all-linear	2,200	0.0176	1,603,838	1.1121	119,128,603,261,665,280	0.104	0.013665
run_3	Qwen/Qwen3-8B-Base	0.000977	4	1	2	32	16	0.091129	last_15	all-linear	2,400	0.0192	1,744,996	1.1275	129,366,946,301,870,080	0.092	0.012939
run_3	Qwen/Qwen3-8B-Base	0.000977	4	1	2	32	16	0.091129	last_15	all-linear	2,600	0.0208	1,892,500	1.1367	140,410,909,242,687,490	0.104	0.013665
run_3	Qwen/Qwen3-8B-Base	0.000977	4	1	2	32	16	0.091129	last_15	all-linear	2,800	0.0224	2,043,028	1.1479	151,950,763,738,791,940	0.1	0.01343
run_3	Qwen/Qwen3-8B-Base	0.000977	4	1	2	32	16	0.091129	last_15	all-linear	3,000	0.024	2,186,515	1.1255	162,485,327,989,047,300	0.088	0.012682
run_3	Qwen/Qwen3-8B-Base	0.000977	4	1	2	32	16	0.091129	last_15	all-linear	3,200	0.0256	2,326,504	1.1311	172,407,737,529,925,630	0.094	0.013064
run_3	Qwen/Qwen3-8B-Base	0.000977	4	1	2	32	16	0.091129	last_15	all-linear	3,400	0.0272	2,470,500	1.1122	183,031,369,201,352,700	0.082	0.012282
run_3	Qwen/Qwen3-8B-Base	0.000977	4	1	2	32	16	0.091129	last_15	all-linear	3,600	0.0288	2,612,804	1.095	193,273,544,962,998,270	0.102	0.013548
run_3	Qwen/Qwen3-8B-Base	0.000977	4	1	2	32	16	0.091129	last_15	all-linear	3,800	0.0304	2,761,685	1.0611	204,439,975,138,164,740	0.092	0.012939
run_3	Qwen/Qwen3-8B-Base	0.000977	4	1	2	32	16	0.091129	last_15	all-linear	4,000	0.032	2,904,368	1.1274	214,804,253,598,810,100	0.096	0.013188
run_3	Qwen/Qwen3-8B-Base	0.000977	4	1	2	32	16	0.091129	last_15	all-linear	4,200	0.0336	3,045,316	1.068	224,828,507,014,823,940	0.08	0.012145
run_3	Qwen/Qwen3-8B-Base	0.000977	4	1	2	32	16	0.091129	last_15	all-linear	4,400	0.0352	3,188,941	1.0553	235,351,208,028,536,830	0.104	0.013665
run_3	Qwen/Qwen3-8B-Base	0.000977	4	1	2	32	16	0.091129	last_15	all-linear	4,600	0.0368	3,331,067	1.0288	245,460,513,071,300,600	0.104	0.013665
run_3	Qwen/Qwen3-8B-Base	0.000977	4	1	2	32	16	0.091129	last_15	all-linear	5,000	0.04	3,618,108	1.0291	266,565,597,964,271,600	0.106	0.013781
run_3	Qwen/Qwen3-8B-Base	0.000977	4	1	2	32	16	0.091129	last_15	all-linear	4,800	0.0384	3,477,518	1.0407	256,415,591,663,927,300	0.098	0.01331
run_3	Qwen/Qwen3-8B-Base	0.000977	4	1	2	32	16	0.091129	last_15	all-linear	5,200	0.0416	3,770,860	1.0467	278,543,671,194,812,400	0.092	0.012939
run_3	Qwen/Qwen3-8B-Base	0.000977	4	1	2	32	16	0.091129	last_15	all-linear	5,400	0.0432	3,918,649	1.0158	289,526,492,054,945,800	0.084	0.012418
run_3	Qwen/Qwen3-8B-Base	0.000977	4	1	2	32	16	0.091129	last_15	all-linear	5,600	0.0448	4,065,566	1.0758	300,405,278,606,622,700	0.116	0.014335
run_3	Qwen/Qwen3-8B-Base	0.000977	4	1	2	32	16	0.091129	last_15	all-linear	5,800	0.0464	4,206,999	1.0218	310,513,488,969,596,900	0.104	0.013665
run_3	Qwen/Qwen3-8B-Base	0.000977	4	1	2	32	16	0.091129	last_15	all-linear	6,000	0.048	4,353,611	1.0203	321,656,557,207,027,700	0.116	0.014335
run_3	Qwen/Qwen3-8B-Base	0.000977	4	1	2	32	16	0.091129	last_15	all-linear	6,200	0.0496	4,496,301	1.0119	331,979,769,874,743,300	0.122	0.014651
run_3	Qwen/Qwen3-8B-Base	0.000977	4	1	2	32	16	0.091129	last_15	all-linear	6,400	0.0512	4,642,627	1.0293	343,109,880,195,842,050	0.118	0.014442
run_3	Qwen/Qwen3-8B-Base	0.000977	4	1	2	32	16	0.091129	last_15	all-linear	6,600	0.0528	4,785,210	0.9853	353,521,064,531,197,950	0.118	0.014442
run_3	Qwen/Qwen3-8B-Base	0.000977	4	1	2	32	16	0.091129	last_15	all-linear	6,800	0.0544	4,929,865	1.0441	364,084,465,728,749,600	0.118	0.014442
run_3	Qwen/Qwen3-8B-Base	0.000977	4	1	2	32	16	0.091129	last_15	all-linear	7,000	0.056	5,077,168	0.9843	375,097,401,288,949,760	0.134	0.01525
run_3	Qwen/Qwen3-8B-Base	0.000977	4	1	2	32	16	0.091129	last_15	all-linear	7,200	0.0576	5,220,948	1.0151	385,853,356,607,799,300	0.138	0.01544
run_3	Qwen/Qwen3-8B-Base	0.000977	4	1	2	32	16	0.091129	last_15	all-linear	7,400	0.0592	5,366,222	0.9719	396,597,995,761,565,700	0.12	0.014547
run_3	Qwen/Qwen3-8B-Base	0.000977	4	1	2	32	16	0.091129	last_15	all-linear	7,800	0.0624	5,655,718	0.9726	418,008,974,667,808,800	0.13	0.015055

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