Model
stringlengths 12
30
| Architecture
stringclasses 3
values | Best LoRA Modules
listlengths 1
9
| Best Rank (r)
int64 8
128
| Accuracy (%)
float64 87.2
90.4
| Memory (MB)
stringlengths 5
7
| Original Model parameters
float64 109M
739M
| Trainable Params
int64 250k
139M
| __index_level_0__
int64 0
15
|
|---|---|---|---|---|---|---|---|---|
RUCAIBox/mvp
|
Encoder-Decoder
|
[
"k_proj",
"q_proj",
"v_proj"
] | 8
| 90.373
|
1688.75
| 407,356,429
| 84,348,160
| 4
|
google/rembert
|
Encoder
|
[
"classifier",
"dense",
"embedding_hidden_mapping_in"
] | 128
| 90.199
|
5810.97
| 575,935,373
| 57,113,229
| 14
|
microsoft/deberta-large
|
Encoder
|
[
"classifier",
"dense",
"in_proj",
"pos_proj",
"pos_q_proj"
] | 128
| 90.049
|
4573.34
| 406,225,933
| 63,190,029
| 15
|
FacebookAI/roberta-large
|
Encoder
|
[
"dense",
"key",
"out_proj",
"query",
"value"
] | 128
| 89.804
|
4149.31
| 355,373,069
| 57,686,029
| 1
|
FacebookAI/xlm-roberta-large
|
Encoder
|
[
"dense",
"key",
"out_proj",
"query",
"value"
] | 128
| 89.701
|
5781.26
| 559,903,757
| 57,686,029
| 2
|
albert/albert-xxlarge-v2
|
Encoder
|
[
"key",
"query",
"value"
] | 8
| 89.417
|
2030.47
| 222,648,845
| 249,869
| 5
|
Qwen/Qwen3-Reranker-0.6B
|
Decoder
|
[
"down_proj",
"gate_proj",
"k_proj",
"o_proj",
"q_proj",
"score",
"up_proj",
"v_proj"
] | 128
| 89.259
|
5036.09
| 595,789,824
| 80,753,664
| 3
|
facebook/bart-large
|
Encoder-Decoder
|
[
"dense",
"fc1",
"fc2",
"k_proj",
"out_proj",
"q_proj",
"v_proj"
] | 128
| 89.251
|
4967.39
| 407,354,381
| 69,600,896
| 7
|
facebook/opt-350m
|
Decoder
|
[
"fc1",
"fc2",
"k_proj",
"out_proj",
"project_in",
"project_out",
"q_proj",
"score",
"v_proj"
] | 128
| 89.203
|
3932.16
| 331,203,072
| 57,022,976
| 9
|
google-t5/t5-large
|
Encoder-Decoder
|
[
"dense",
"k",
"o",
"out_proj",
"q",
"v",
"wi",
"wo"
] | 128
| 88.784
|
3194.29
| 738,731,021
| 138,806,912
| 12
|
google-bert/bert-large-uncased
|
Encoder
|
[
"key",
"query",
"value"
] | 16
| 88.753
|
581.2
| 335,155,213
| 2,372,621
| 11
|
FacebookAI/roberta-base
|
Encoder
|
[
"dense",
"key",
"out_proj",
"query",
"value"
] | 128
| 88.587
|
1560.5
| 124,655,629
| 21,834,253
| 0
|
facebook/opt-125m
|
Decoder
|
[
"fc1",
"fc2",
"k_proj",
"out_proj",
"q_proj",
"score",
"v_proj"
] | 128
| 88.389
|
1565.05
| 125,249,280
| 21,243,648
| 8
|
answerdotai/ModernBERT-large
|
Encoder
|
[
"Wqkv"
] | 128
| 87.433
|
2042.92
| 395,844,621
| 14,693,389
| 6
|
google-bert/bert-base-uncased
|
Encoder
|
[
"classifier",
"dense",
"key",
"query",
"value"
] | 128
| 87.275
|
1437.65
| 109,492,237
| 21,440,269
| 10
|
google/flan-t5-base
|
Encoder-Decoder
|
[
"dense",
"out_proj"
] | 128
| 87.172
|
2994.66
| 223,504,141
| 27,428,480
| 13
|
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