Datasets:

gunnybd01
/

HyperSLora

Modalities:

Tabular

Text

Formats:

Size:

Libraries:

Dataset card Data Studio Files Files and versions

xet

Community

Dataset Viewer

Auto-converted to Parquet Duplicate

Split (1)

train · 231 rows

Model_name stringclasses 10 values	Train_size int64 50.8k 50.8k	Test_size int64 12.7k 12.7k	lora listlengths 1 9	Trainable_parameters int64 49.4k 139M	r int64 16 128	Memory Allocation stringlengths 5 7	Training Time stringlengths 5 7	accuracy float64 0.9 90	f1_macro float64 0.89 89.6	f1_weighted float64 0.9 90	precision float64 0.89 89.7	recall float64 0.89 89.5	block stringclasses 3 values	__index_level_0__ int64 0 229
FacebookAI/roberta-large	50,775	12,652	[ "dense" ]	38,811,661	128	6011.75	1801.62	0.895511	0.891005	0.895706	0.891305	0.89089	FFD	0
facebook/bart-large	50,775	12,652	[ "dense", "fc1", "fc2", "out_proj" ]	20,644,672	64	1138.7	713.49	88.981979	88.463679	89.006061	88.578451	88.388019	FFD	0
RUCAIBox/mvp	50,775	12,652	[ "dense", "fc1", "fc2", "out_proj" ]	20,644,672	64	1077.38	822.9	89.163769	88.547398	89.185507	88.655176	88.466034	FFD	1
RUCAIBox/mvp	50,775	12,652	[ "dense", "fc1", "fc2", "out_proj" ]	5,161,168	16	3848.23	1831.67	86.405311	85.25923	86.423283	85.675732	85.042377	FFD	2
facebook/bart-large	50,775	12,652	[ "k_proj", "q_proj", "v_proj" ]	14,155,776	64	962.74	821.25	87.1957	86.358472	87.217146	86.649718	86.144781	ATT	3
RUCAIBox/mvp	50,775	12,652	[ "k_proj", "q_proj", "v_proj" ]	14,155,776	64	917.07	947.85	86.579197	85.543225	86.621721	85.986882	85.254897	ATT	4
FacebookAI/roberta-large	50,775	12,652	[ "dense", "out_proj" ]	5,781,517	16	3352.2	1595.77	88.610496	88.010097	88.637487	88.08227	87.970213	FFD	5
facebook/bart-large	50,775	12,652	[ "v_proj", "fc2", "out_proj", "fc1", "dense", "q_proj", "k_proj" ]	34,800,448	64	1531.83	1140.58	89.345558	88.851469	89.358725	88.884956	88.844194	FULL	6
RUCAIBox/mvp	50,775	12,652	[ "k_proj", "q_proj", "v_proj" ]	3,538,944	16	3932.7	1824.09	72.312678	61.882838	69.106998	71.00548	64.318202	ATT	7
Qwen/Qwen3-Reranker-0.6B	50,775	12,652	[ "k_proj", "q_proj", "v_proj" ]	3,224,576	16	3603.56	1127.2	85.338286	84.367013	85.356742	84.567264	84.211859	ATT	8
RUCAIBox/mvp	50,775	12,652	[ "fc1", "dense", "k_proj", "out_proj", "q_proj", "fc2", "v_proj" ]	34,800,448	64	1368.88	1297.13	89.155865	88.574653	89.181655	88.640107	88.542536	FULL	9
google-t5/t5-large	50,775	12,652	[ "dense", "out_proj" ]	49,360	16	5937.68	2374.15	12.962377	7.134463	8.513055	9.419213	10.649117	FFD	10
facebook/bart-large	50,775	12,652	[ "dense", "fc1", "fc2", "out_proj" ]	25,805,840	80	1210.29	732.9	89.36927	88.895142	89.386532	89.066865	88.7545	FFD	11
FacebookAI/roberta-large	50,775	12,652	[ "key", "query", "value" ]	3,422,221	16	3314.94	1550.16	87.614606	86.885617	87.641096	87.015455	86.801841	ATT	12
RUCAIBox/mvp	50,775	12,652	[ "dense", "fc1", "fc2", "out_proj" ]	25,805,840	80	1100.55	850.03	89.195384	88.689204	89.216895	88.788851	88.613825	FFD	13
facebook/bart-large	50,775	12,652	[ "k_proj", "q_proj", "v_proj" ]	17,694,720	80	1009.44	834.55	87.424913	86.555011	87.446862	86.83416	86.35747	ATT	14
Qwen/Qwen3-Reranker-0.6B	50,775	12,652	[ "down_proj", "score", "v_proj", "gate_proj", "o_proj", "up_proj", "k_proj", "q_proj" ]	10,105,856	16	3935.11	1366.78	87.472336	86.650551	87.493382	86.761993	86.575441	FULL	15
RUCAIBox/mvp	50,775	12,652	[ "k_proj", "q_proj", "v_proj" ]	17,694,720	80	945.64	946.96	87.045526	86.061203	87.085738	86.495208	85.789128	ATT	16
RUCAIBox/mvp	50,775	12,652	[ "q_proj", "k_proj", "fc1", "v_proj", "out_proj", "dense", "fc2" ]	8,700,112	16	4012.05	2005.72	86.073348	84.719041	86.062953	85.285046	84.390477	FULL	17
FacebookAI/roberta-large	50,775	12,652	[ "dense", "query", "value", "key", "out_proj" ]	8,140,813	16	3393.93	1718.15	88.721151	88.098927	88.755342	88.239614	88.004167	FULL	18
facebook/bart-large	50,775	12,652	[ "v_proj", "fc2", "out_proj", "fc1", "dense", "q_proj", "k_proj" ]	43,500,560	80	1662.57	1151.3	89.353462	88.804051	89.365785	88.817495	88.820119	FULL	19
Qwen/Qwen3-Reranker-0.6B	50,775	12,652	[ "down_proj", "gate_proj", "o_proj", "score", "up_proj" ]	13,775,872	32	3734.77	1207.88	87.812204	87.132998	87.831092	87.244945	87.063696	FFD	20
RUCAIBox/mvp	50,775	12,652	[ "fc1", "dense", "k_proj", "out_proj", "q_proj", "fc2", "v_proj" ]	43,500,560	80	1436.2	1300.22	89.416693	88.900104	89.437463	88.975631	88.850125	FULL	21
facebook/bart-large	50,775	12,652	[ "dense", "fc1", "fc2", "out_proj" ]	30,967,008	96	1255.41	732.03	89.36927	88.88753	89.390493	89.022314	88.785798	FFD	22
google-t5/t5-large	50,775	12,652	[ "dense", "out_proj" ]	49,360	16	5937.68	2544.21	12.986089	6.11892	7.44898	11.685803	10.597541	FFD	23
RUCAIBox/mvp	50,775	12,652	[ "dense", "fc1", "fc2", "out_proj" ]	10,322,336	32	3914.12	1854.63	86.958584	85.929145	86.986029	86.242847	85.715365	FFD	24
FacebookAI/roberta-large	50,775	12,652	[ "dense", "out_proj" ]	10,500,109	32	3397.2	1610.9	88.966171	88.385471	88.988593	88.442715	88.355835	FFD	25
google-t5/t5-large	50,775	12,652	[ "k", "o", "q", "v", "wi", "wo" ]	17,301,504	16	7411.15	3657.65	69.143218	57.857893	65.689197	66.286941	60.468979	ATT	26
Qwen/Qwen3-Reranker-0.6B	50,775	12,652	[ "k_proj", "q_proj", "v_proj" ]	6,435,840	32	3648.55	1114.06	86.270945	85.364712	86.288599	85.453148	85.305926	ATT	27
RUCAIBox/mvp	50,775	12,652	[ "dense", "fc1", "fc2", "out_proj" ]	30,967,008	96	1127.91	848.5	89.337654	88.826437	89.359722	88.900593	88.776898	FFD	28
facebook/bart-large	50,775	12,652	[ "k_proj", "q_proj", "v_proj" ]	21,233,664	96	1054.56	821.11	87.456529	86.599358	87.476759	86.839234	86.438562	ATT	29
RUCAIBox/mvp	50,775	12,652	[ "k_proj", "q_proj", "v_proj" ]	21,233,664	96	974.24	944.99	87.187796	86.295999	87.232311	86.713043	86.022652	ATT	30
facebook/bart-large	50,775	12,652	[ "v_proj", "fc2", "out_proj", "fc1", "dense", "q_proj", "k_proj" ]	52,200,672	96	1753.33	1145.0	89.61429	89.074646	89.626376	89.083888	89.089248	FULL	31
Qwen/Qwen3-Reranker-0.6B	50,775	12,652	[ "down_proj", "score", "v_proj", "gate_proj", "o_proj", "up_proj", "k_proj", "q_proj" ]	20,198,400	32	4076.55	1380.76	88.159975	87.494509	88.182245	87.591133	87.433881	FULL	32
FacebookAI/roberta-large	50,775	12,652	[ "key", "query", "value" ]	5,781,517	32	3352.96	1564.55	88.057224	87.331628	88.087276	87.430859	87.270939	ATT	33
RUCAIBox/mvp	50,775	12,652	[ "k_proj", "q_proj", "v_proj" ]	7,077,888	32	3980.29	1841.16	80.730319	77.249517	80.155181	80.858938	76.699902	ATT	34
facebook/bart-large	50,775	12,652	[ "dense", "fc1", "fc2", "out_proj" ]	36,128,176	112	1322.45	749.3	89.440405	88.927616	89.455116	89.063909	88.822294	FFD	35
RUCAIBox/mvp	50,775	12,652	[ "fc1", "dense", "k_proj", "out_proj", "q_proj", "fc2", "v_proj" ]	52,200,672	96	1487.45	1295.78	89.566867	89.032183	89.586448	89.103379	88.983294	FULL	36
facebook/bart-large	50,775	12,652	[ "k_proj", "q_proj", "v_proj" ]	24,772,608	112	1098.11	812.01	87.835915	87.0983	87.864793	87.205071	87.041482	ATT	37
Qwen/Qwen3-Reranker-0.6B	50,775	12,652	[ "down_proj", "gate_proj", "o_proj", "score", "up_proj" ]	20,657,152	48	3831.43	1238.33	88.057224	87.432677	88.073004	87.504366	87.398481	FFD	38
RUCAIBox/mvp	50,775	12,652	[ "dense", "fc1", "fc2", "out_proj" ]	36,128,176	112	1160.01	855.3	89.464116	88.955041	89.483912	89.024744	88.908437	FFD	39
google-t5/t5-large	50,775	12,652	[ "k", "o", "q", "v", "wi", "wo" ]	17,301,504	16	7411.15	3788.82	69.143218	57.857893	65.689197	66.286941	60.468979	ATT	40
FacebookAI/roberta-large	50,775	12,652	[ "dense", "query", "value", "key", "out_proj" ]	15,218,701	32	3476.42	1744.28	89.234904	88.693244	89.269676	88.827335	88.600818	FULL	41
google-t5/t5-large	50,775	12,652	[ "q", "k", "o", "dense", "out_proj", "wi", "v", "wo" ]	17,350,864	16	7388.03	3658.97	73.806513	65.228911	71.502403	73.278881	66.945687	FULL	42
RUCAIBox/mvp	50,775	12,652	[ "q_proj", "k_proj", "fc1", "v_proj", "out_proj", "dense", "fc2" ]	17,400,224	32	4156.91	2038.77	87.369586	86.458433	87.38462	86.734562	86.236632	FULL	43
facebook/bart-large	50,775	12,652	[ "v_proj", "fc2", "out_proj", "fc1", "dense", "q_proj", "k_proj" ]	60,900,784	112	1866.54	1132.08	89.606386	89.119304	89.619619	89.165061	89.100331	FULL	44
Qwen/Qwen3-Reranker-0.6B	50,775	12,652	[ "k_proj", "q_proj", "v_proj" ]	9,647,104	48	3693.68	1124.76	86.855833	86.004068	86.874047	86.135514	85.913457	ATT	45
facebook/opt-125m	50,775	12,652	[ "fc1", "fc2", "out_proj", "score" ]	1,779,456	16	1396.3	557.95	85.219728	84.008814	85.213244	84.436613	83.727701	FFD	46
RUCAIBox/mvp	50,775	12,652	[ "k_proj", "q_proj", "v_proj" ]	24,772,608	112	1003.47	951.29	87.401201	86.517776	87.443988	86.861176	86.289411	ATT	47
facebook/opt-125m	50,775	12,652	[ "k_proj", "q_proj", "v_proj" ]	894,720	16	1169.22	542.71	83.030351	81.467437	83.00341	81.814051	81.253807	ATT	48
facebook/bart-large	50,775	12,652	[ "dense", "fc1", "fc2", "out_proj" ]	41,289,344	128	1384.33	729.45	89.487828	89.064464	89.504647	89.221402	88.934875	FFD	49
FacebookAI/roberta-large	50,775	12,652	[ "dense", "out_proj" ]	15,218,701	48	3489.18	1645.61	89.053114	88.478767	89.071176	88.532771	88.446989	FFD	50
facebook/opt-125m	50,775	12,652	[ "fc2", "k_proj", "fc1", "out_proj", "q_proj", "score", "v_proj" ]	2,664,192	16	1400.51	641.42	85.338286	84.239863	85.339828	84.433951	84.094721	FULL	51
RUCAIBox/mvp	50,775	12,652	[ "fc1", "dense", "k_proj", "out_proj", "q_proj", "fc2", "v_proj" ]	60,900,784	112	1548.41	1303.91	89.606386	89.08084	89.623994	89.160471	89.02322	FULL	52
facebook/bart-large	50,775	12,652	[ "k_proj", "q_proj", "v_proj" ]	28,311,552	128	1144.8	802.72	87.820107	86.994529	87.858471	87.051549	86.985452	ATT	53
Qwen/Qwen3-Reranker-0.6B	50,775	12,652	[ "down_proj", "score", "v_proj", "gate_proj", "o_proj", "up_proj", "k_proj", "q_proj" ]	30,290,944	48	4218.33	1416.01	88.523554	87.884346	88.537434	87.969978	87.822485	FULL	54
RUCAIBox/mvp	50,775	12,652	[ "dense", "fc1", "fc2", "out_proj" ]	15,483,504	48	3997.16	1891.59	87.891242	87.092395	87.92104	87.308291	86.937904	FFD	55
facebook/opt-125m	50,775	12,652	[ "fc1", "fc2", "out_proj", "score" ]	3,548,928	32	1403.11	554.09	85.907366	84.914115	85.930092	85.133355	84.747813	FFD	56
google-t5/t5-large	50,775	12,652	[ "dense", "out_proj" ]	98,720	32	5921.26	2422.48	17.530825	9.919687	11.930363	12.781037	14.416107	FFD	57
RUCAIBox/mvp	50,775	12,652	[ "dense", "fc1", "fc2", "out_proj" ]	41,289,344	128	1231.53	855.12	89.590579	89.095757	89.609711	89.143167	89.068384	FFD	58
facebook/opt-125m	50,775	12,652	[ "k_proj", "q_proj", "v_proj" ]	1,779,456	32	1185.15	545.52	83.986721	82.588518	84.001736	82.75956	82.505774	ATT	59
FacebookAI/roberta-large	50,775	12,652	[ "key", "query", "value" ]	8,140,813	48	3386.37	1580.03	88.302245	87.62767	88.330399	87.709908	87.576577	ATT	60
facebook/bart-large	50,775	12,652	[ "v_proj", "fc2", "out_proj", "fc1", "dense", "q_proj", "k_proj" ]	69,600,896	128	1974.07	1129.79	89.693329	89.205372	89.704545	89.288181	89.150289	FULL	61
google-t5/t5-large	50,775	12,652	[ "k", "wo", "q", "v", "dense", "out_proj", "o", "wi" ]	17,350,864	16	7388.03	3797.04	73.806513	65.228911	71.502403	73.278881	66.945687	FULL	62
facebook/opt-125m	50,775	12,652	[ "fc2", "k_proj", "fc1", "out_proj", "q_proj", "score", "v_proj" ]	5,318,400	32	1454.39	645.1	86.263041	85.293072	86.272604	85.409889	85.213904	FULL	63
facebook/opt-350m	50,775	12,652	[ "fc1", "fc2", "out_proj", "project_in", "project_out", "score" ]	19,077,632	64	1066.34	579.26	88.610496	88.052212	88.636013	88.133569	88.001713	FFD	64
RUCAIBox/mvp	50,775	12,652	[ "k_proj", "q_proj", "v_proj" ]	28,311,552	128	1031.81	947.57	87.590895	86.790667	87.631249	87.053065	86.617912	ATT	65
facebook/bart-large	50,775	12,652	[ "dense", "fc1", "fc2", "out_proj" ]	5,161,168	16	3847.07	1697.01	86.642428	85.521985	86.663581	86.047382	85.185128	FFD	66
RUCAIBox/mvp	50,775	12,652	[ "k_proj", "q_proj", "v_proj" ]	10,616,832	48	4035.68	1864.43	82.809042	80.308366	82.556743	82.074857	79.786148	ATT	67
facebook/opt-125m	50,775	12,652	[ "fc1", "fc2", "out_proj", "score" ]	5,318,400	48	1457.44	564.24	86.3816	85.472948	86.40233	85.61334	85.363621	FFD	68
facebook/opt-350m	50,775	12,652	[ "k_proj", "q_proj", "v_proj" ]	9,443,840	64	761.4	580.98	86.887449	86.161495	86.898577	86.409991	85.970399	ATT	69
facebook/opt-125m	50,775	12,652	[ "k_proj", "q_proj", "v_proj" ]	2,664,192	48	1195.38	550.83	84.721783	83.347507	84.744227	83.519999	83.255623	ATT	70
FacebookAI/roberta-large	50,775	12,652	[ "dense", "query", "value", "key", "out_proj" ]	22,296,589	48	3650.02	1793.83	89.306039	88.776264	89.332901	88.886484	88.7016	FULL	71
RUCAIBox/mvp	50,775	12,652	[ "fc1", "dense", "k_proj", "out_proj", "q_proj", "fc2", "v_proj" ]	69,600,896	128	1616.52	1302.92	89.685425	89.191071	89.700643	89.293141	89.107709	FULL	72
facebook/opt-350m	50,775	12,652	[ "v_proj", "fc2", "out_proj", "score", "project_in", "fc1", "q_proj", "k_proj", "project_out" ]	28,514,816	64	1287.93	843.92	88.570977	88.085834	88.58492	88.243838	87.950688	FULL	73
facebook/opt-125m	50,775	12,652	[ "fc2", "k_proj", "fc1", "out_proj", "q_proj", "score", "v_proj" ]	7,972,608	48	1486.09	654.12	86.705659	85.763733	86.711991	85.92648	85.636383	FULL	74
facebook/bart-large	50,775	12,652	[ "k_proj", "q_proj", "v_proj" ]	3,538,944	16	3924.29	1692.9	76.517547	67.402966	73.851231	76.983326	69.751461	ATT	75
facebook/opt-350m	50,775	12,652	[ "fc1", "fc2", "out_proj", "project_in", "project_out", "score" ]	23,845,376	80	1104.67	593.07	88.650016	88.173463	88.667656	88.268811	88.101153	FFD	76
RUCAIBox/mvp	50,775	12,652	[ "q_proj", "k_proj", "fc1", "v_proj", "out_proj", "dense", "fc2" ]	26,100,336	48	4286.23	2095.38	88.057224	87.190196	88.080634	87.386606	87.041521	FULL	77
google-t5/t5-large	50,775	12,652	[ "dense", "out_proj" ]	98,720	32	5921.26	2565.6	17.530825	9.919687	11.930363	12.781037	14.416107	FFD	78
google-t5/t5-large	50,775	12,652	[ "k", "o", "q", "v", "wi", "wo" ]	34,603,008	32	7645.54	3701.29	78.485615	70.282207	76.280707	79.485084	71.401755	ATT	79
facebook/opt-350m	50,775	12,652	[ "k_proj", "q_proj", "v_proj" ]	11,803,136	80	791.48	582.85	87.021815	86.3193	87.033125	86.58954	86.116829	ATT	80
answerdotai/ModernBERT-large	50,775	12,652	[ "Wi", "Wo", "classifier", "dense" ]	5,407,757	16	1903.25	971.49	84.856149	83.637138	84.855247	83.903744	83.42673	FFD	81
FacebookAI/xlm-roberta-large	50,775	12,652	[ "dense", "out_proj" ]	5,781,517	16	4974.64	2091.52	87.978185	87.244059	87.989064	87.564504	87.003537	FFD	82
facebook/opt-350m	50,775	12,652	[ "v_proj", "fc2", "out_proj", "score", "project_in", "fc1", "q_proj", "k_proj", "project_out" ]	35,641,856	80	1404.13	850.15	88.744862	88.326033	88.764837	88.473083	88.206027	FULL	83
facebook/bart-large	50,775	12,652	[ "v_proj", "out_proj", "fc2", "dense", "fc1", "k_proj", "q_proj" ]	8,700,112	16	4019.53	1881.66	86.974391	85.872227	87.006928	86.181176	85.670342	FULL	84
answerdotai/ModernBERT-large	50,775	12,652	[ "Wqkv" ]	1,848,333	16	1853.02	853.26	82.579829	80.850931	82.483509	81.510467	80.432891	ATT	85
facebook/opt-350m	50,775	12,652	[ "fc1", "fc2", "out_proj", "project_in", "project_out", "score" ]	28,613,120	96	1144.12	598.71	88.926652	88.488112	88.951244	88.634328	88.373036	FFD	86
facebook/opt-350m	50,775	12,652	[ "k_proj", "q_proj", "v_proj" ]	14,162,432	96	821.56	581.61	87.314259	86.681578	87.323681	86.987426	86.436896	ATT	87
answerdotai/ModernBERT-large	50,775	12,652	[ "Wo", "Wqkv", "classifier", "Wi", "dense" ]	7,242,765	16	1950.79	1042.46	85.504268	84.270596	85.476869	84.75946	83.906892	FULL	88
FacebookAI/xlm-roberta-large	50,775	12,652	[ "key", "query", "value" ]	3,422,221	16	4948.2	2049.04	87.432817	86.677791	87.45148	86.983244	86.443523	ATT	89
facebook/bart-large	50,775	12,652	[ "dense", "fc1", "fc2", "out_proj" ]	10,322,336	32	3916.67	1712.49	87.535567	86.66324	87.560643	86.904236	86.478866	FFD	90
facebook/opt-350m	50,775	12,652	[ "v_proj", "fc2", "out_proj", "score", "project_in", "fc1", "q_proj", "k_proj", "project_out" ]	42,768,896	96	1469.39	842.59	88.871325	88.403492	88.890102	88.613218	88.22284	FULL	91
answerdotai/ModernBERT-large	50,775	12,652	[ "Wi", "Wo", "classifier", "dense" ]	10,802,189	32	1979.88	983.16	86.310465	85.278241	86.291269	85.645246	84.988958	FFD	92
facebook/opt-350m	50,775	12,652	[ "fc1", "fc2", "out_proj", "project_in", "project_out", "score" ]	33,380,864	112	1210.76	608.05	88.808094	88.327764	88.82681	88.420759	88.25681	FFD	93
google-t5/t5-large	50,775	12,652	[ "k", "o", "q", "v", "wi", "wo" ]	34,603,008	32	7645.54	3872.07	78.485615	70.282207	76.280707	79.485084	71.401755	ATT	94
google-t5/t5-large	50,775	12,652	[ "q", "k", "o", "dense", "out_proj", "wi", "v", "wo" ]	34,701,728	32	7647.32	3723.22	80.927917	74.822656	79.581016	80.931833	75.530527	FULL	95
facebook/opt-350m	50,775	12,652	[ "k_proj", "q_proj", "v_proj" ]	16,521,728	112	851.64	582.87	87.251028	86.577021	87.258181	86.806515	86.398402	ATT	96
answerdotai/ModernBERT-large	50,775	12,652	[ "Wqkv" ]	3,683,341	32	1894.32	856.89	83.970914	82.509995	83.901605	83.142985	82.092687	ATT	97
facebook/bart-large	50,775	12,652	[ "k_proj", "q_proj", "v_proj" ]	7,077,888	32	3980.28	1704.52	82.295289	79.359372	81.84468	82.864484	78.594244	ATT	98

End of preview. Expand in Data Studio

README.md exists but content is empty.

Downloads last month: 11

Size of downloaded dataset files:

23.9 kB

Size of the auto-converted Parquet files:

23.9 kB

Number of rows:

231