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train · 67 rows

Model_name stringlengths 12 43	Train_size int64 50.8k 50.8k	Test_size int64 12.7k 12.7k	Batch int64 8 64	GA int64 1 1	Parameters int64 32M 878M	Trainable_parameters int64 455k 751M	Accuracy float64 0.08 0.91	Memory float64 0 13.9k	Time float64 113 10.7k	__index_level_0__ null
bert-large-uncased	50,775	12,652	32	1	335,155,213	335,155,213	0.89559	5,937.55	2,077.68	null
Lorabert-large-uncased	50,775	12,652	32	1	342,282,461	7,127,248	0.86018	4,557.82	1,530.13	null
QuantizedLorabert-large-uncased	50,775	12,652	32	1	342,282,461	7,127,248	0.865555	3,487.38	2,151.86	null
facebook/bart-large-mnli	50,775	12,652	32	1	407,354,381	407,354,381	0.902308	7,341.04	2,881.35	null
facebook/bart-base	50,775	12,652	32	1	140,021,005	140,021,005	0.890847	2,787.71	439.23	null
Lorafacebook/bart-large-mnli	50,775	12,652	32	1	476,955,277	69,600,896	0.895748	6,282.06	1,446.84	null
google-bert/bert-base-uncased	50,775	12,652	32	1	109,492,237	109,492,237	0.892112	1,177.23	363.39	null
Lorafacebook/bart-base	50,775	12,652	8	1	166,269,837	26,248,832	0.880572	1,584.48	921.21	null
Loragoogle-bert/bert-base-uncased	50,775	12,652	32	1	110,837,877	1,345,640	0.725419	1,741.51	334.24	null
QuantizedLoragoogle-bert/bert-base-uncased	50,775	12,652	32	1	110,837,877	1,345,640	0.084493	1,333.43	382.93	null
QuantizedLorafacebook/bart-large-mnli	50,775	12,652	32	1	411,704,437	4,350,056	0.883576	4,249.64	2,428.24	null
answerdotai/ModernBERT-large	50,775	12,652	32	1	395,844,621	395,844,621	0.904679	7,452.21	2,136.64	null
Loraanswerdotai/ModernBERT-large	50,775	12,652	48	1	511,781,133	115,936,512	0.886263	7,877.25	1,111.06	null
QuantizedLoraanswerdotai/ModernBERT-large	50,775	12,652	32	1	399,467,637	3,623,016	0.875198	3,585.65	2,331.63	null
answerdotai/ModernBERT-base	50,775	12,652	32	1	149,614,861	149,614,861	0.899225	3,285.51	814.23	null
Loraanswerdotai/ModernBERT-base	50,775	12,652	64	1	176,945,037	27,330,176	0.87994	5,216.91	1,166.32	null
QuantizedLoraanswerdotai/ModernBERT-base	50,775	12,652	32	1	151,322,997	1,708,136	0.840183	1,689.44	849.83	null
google-t5/t5-small	50,775	12,652	32	1	60,775,949	60,775,949	0.843187	1,884.16	371.57	null
Loragoogle-t5/t5-small	50,775	12,652	32	1	61,869,685	1,093,736	0.137607	1,553.18	350.05	null
google-t5/t5-base	50,775	12,652	8	1	223,504,141	223,504,141	0.897328	2,919.57	1,746.25	null
Loragoogle-t5/t5-base	50,775	12,652	8	1	275,705,229	52,201,088	0.886184	0	1,654.55	null
google-t5/t5-large	50,775	12,652	8	1	738,731,021	738,731,021	0.907999	11,843.22	5,310.69	null
Loragoogle-t5/t5-large	50,775	12,652	8	1	877,537,933	138,806,912	0.897803	8,194.09	4,966.35	null
blab-jhu/test-32m-dec	50,775	12,652	32	1	32,035,968	32,035,968	0.885473	748.15	122.74	null
Lorablab-jhu/test-32m-dec	50,775	12,652	32	1	32,490,728	454,760	0.820503	374.82	138.3	null
google/rembert	50,775	12,652	32	1	575,935,373	575,935,373	0.900095	9,888.52	3,061.19	null
Loragoogle/rembert	50,775	12,652	32	1	581,282,805	5,347,432	0.896696	6,568.65	2,363.43	null
QuantizedLoragoogle/rembert	50,775	12,652	32	1	581,282,805	5,347,432	0.89472	4,978.95	3,338.76	null
google/mt5-small	50,775	12,652	32	1	172,388,749	172,388,749	0.130177	3,452.9	363.53	null
Loragoogle/mt5-small	50,775	12,652	32	1	174,969,437	2,580,688	0.095163	2,374.6	373.88	null
microsoft/mpnet-base	50,775	12,652	32	1	109,496,461	109,496,461	0.892823	2,388.25	584.11	null
Loramicrosoft/mpnet-base	50,775	12,652	32	1	110,842,101	1,345,640	0.717278	961.96	456.13	null
google/mt5-base	50,775	12,652	16	1	390,915,853	390,915,853	0.427996	6,389.15	1,513.02	null
Loragoogle/mt5-base	50,775	12,652	16	1	445,476,237	54,560,384	0.10362	4,042.74	1,557.16	null
google-bert/bert-large-uncased	50,775	12,652	32	1	335,155,213	335,155,213	0.89559	6,109.66	1,957.63	null
Loragoogle-bert/bert-large-uncased	50,775	12,652	32	1	392,173,197	57,017,984	0.883892	5,079.32	1,179.2	null
QuantizedLoragoogle-bert/bert-large-uncased	50,775	12,652	32	1	342,282,461	7,127,248	0.869191	3,424.05	473.58	null
distilbert-base-uncased	50,775	12,652	32	1	66,963,469	66,963,469	0.886026	1,232.8	129.91	null
Loradistilbert-base-uncased	50,775	12,652	32	1	68,327,645	1,364,176	0.824929	890.99	113.04	null
Loraalbert/albert-xxlarge-v2	50,775	12,652	32	1	234,201,229	11,552,384	0.867215	13,852.11	5,489.57	null
FacebookAI/xlm-mlm-en-2048	50,775	12,652	32	1	667,115,533	667,115,533	0.081963	9,105.49	1,984.77	null
LoraFacebookAI/xlm-mlm-en-2048	50,775	12,652	32	1	670,670,965	3,555,432	0.103146	0	1,047.28	null
QuantizedLoraFacebookAI/xlm-mlm-en-2048	50,775	12,652	32	1	670,670,965	3,555,432	0.13571	3,582.68	507.24	null
albert/albert-xxlarge-v2	50,775	12,652	32	1	222,648,845	222,648,845	0.903573	13,669.83	5,211.86	null
FacebookAI/roberta-large	50,775	12,652	32	1	355,373,069	355,373,069	0.901913	6,269.81	2,332.59	null
andreasmadsen/efficient_mlm_m0.40	50,775	12,652	32	1	355,375,117	355,375,117	0.870297	6,295.35	1,158.69	null
kssteven/ibert-roberta-base	50,775	12,652	32	1	124,655,629	124,655,629	0.893535	2,664.75	474.41	null
Loraandreasmadsen/efficient_mlm_m0.40	50,775	12,652	32	1	369,629,613	14,254,496	0.728422	4,614.71	1,057.83	null
google/flan-t5-base	50,775	12,652	32	1	223,504,141	223,504,141	0.890531	7,515.59	987.16	null
Loragoogle/flan-t5-base	50,775	12,652	8	1	278,064,525	54,560,384	0.884445	2,713.79	1,846.17	null
uclanlp/plbart-base	50,775	12,652	8	1	139,821,325	139,821,325	0.859311	2,277.77	819.36	null
Lorauclanlp/plbart-base	50,775	12,652	8	1	166,070,157	26,248,832	0.822795	1,581.4	922.26	null
google/flan-t5-large	50,775	12,652	8	1	751,313,933	751,313,933	0.911002	10,232.76	6,310.13	null
Loragoogle/flan-t5-large	50,775	12,652	8	1	769,647,837	18,333,904	0.891954	4,432.91	3,226.61	null
uclanlp/plbart-large	50,775	12,652	8	1	407,088,141	407,088,141	0.869112	6,537.77	2,780.14	null
Lorauclanlp/plbart-large	50,775	12,652	8	1	476,689,037	69,600,896	0.844847	4,449.2	2,626.34	null
facebook/mbart-large-cc25	50,775	12,652	8	1	611,914,765	611,914,765	0.895906	9,812.2	10,725.34	null
google/bigbird-pegasus-large-arxiv	50,775	12,652	8	1	577,954,829	577,954,829	0.76478	9,271.36	4,978.3	null
Lorafacebook/mbart-large-cc25	50,775	12,652	8	1	620,614,877	8,700,112	0.880967	5,052.09	9,739.66	null
Loragoogle/bigbird-pegasus-large-arxiv	50,775	12,652	8	1	670,624,397	92,669,568	0.748419	6,173.82	5,313.81	null
RUCAIBox/mvp	50,775	12,652	16	1	407,356,429	407,356,429	0.902703	6,547.75	1,834.1	null
LoraRUCAIBox/mvp	50,775	12,652	32	1	476,957,325	69,600,896	0.892744	6,420.94	1,490.68	null
squeezebert/squeezebert-uncased	50,775	12,652	32	1	51,104,269	51,104,269	0.875356	1,936.45	848.83	null
Lorasqueezebert/squeezebert-uncased	50,775	12,652	32	1	51,697,421	593,152	0.201391	432.58	409.77	null
LoraFacebookAI/roberta-large	50,775	12,652	48	1	412,391,053	57,017,984	0.891242	7,040.51	1,025.03	null
LoraQwen/Qwen3-Reranker-0.6B	50,775	12,652	32	1	605,898,960	10,109,136	0.871167	9,151.92	1,392.27	null
Qwen/Qwen3-Reranker-0.6B	50,775	12,652	16	1	595,789,824	595,789,824	0.885868	9,044.62	1,690.78	null

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