Model_name
string | Train_size
int64 | Test_size
int64 | lora
list | Trainable_parameters
int64 | r
int64 | Memory Allocation
string | Training Time
string | accuracy
float64 | f1_macro
float64 | f1_weighted
float64 | precision
float64 | recall
float64 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
FacebookAI/roberta-large
| 50,775
| 12,652
|
[
"dense",
"value",
"out_proj",
"key",
"query"
] | 355,374,093
| 128
|
9255.69
|
1789.27
| 89.977869
| 89.504405
| 90.007477
| 89.529264
| 89.516093
|
FacebookAI/xlm-roberta-large
| 50,775
| 12,652
|
[
"dense",
"value",
"out_proj",
"key",
"query"
] | 559,904,781
| 80
|
14133.76
|
2359.18
| null | null | null | null | null |
Qwen/Qwen3-Reranker-0.6B
| 50,775
| 12,652
|
[
"down_proj",
"gate_proj",
"o_proj",
"score",
"up_proj"
] | 595,790,848
| 96
|
13167.62
|
1468.62
| null | null | null | null | null |
RUCAIBox/mvp
| 50,775
| 12,652
|
[
"fc1",
"dense",
"k_proj",
"out_proj",
"q_proj",
"fc2",
"v_proj"
] | 407,357,453
| 128
|
11077.5
|
2106.77
| null | null | null | null | null |
answerdotai/ModernBERT-large
| 50,775
| 12,652
|
[
"classifier",
"Wqkv",
"dense",
"Wo",
"Wi"
] | 395,844,621
| 112
|
9374.38
|
1030.88
| null | null | null | null | null |
facebook/bart-large
| 50,775
| 12,652
|
[
"v_proj",
"fc2",
"out_proj",
"fc1",
"dense",
"q_proj",
"k_proj"
] | 407,355,405
| 128
|
11076.58
|
2102.63
| null | null | null | null | null |
facebook/opt-125m
| 50,775
| 12,652
|
[
"v_proj",
"fc2",
"out_proj",
"score",
"fc1",
"q_proj",
"k_proj"
] | 125,244,672
| 128
|
5442.74
|
559.26
| null | null | null | null | null |
facebook/opt-350m
| 50,775
| 12,652
|
[
"v_proj",
"fc2",
"out_proj",
"score",
"project_in",
"fc1",
"q_proj",
"k_proj",
"project_out"
] | 331,200,000
| 128
|
9547.35
|
1696.38
| null | null | null | null | null |
google-bert/bert-large-uncased
| 50,775
| 12,652
|
[
"classifier",
"dense"
] | 335,155,213
| 128
|
9630.55
|
1730.65
| null | null | null | null | null |
google-t5/t5-large
| 50,775
| 12,652
|
[
"wi",
"out_proj",
"dense",
"o",
"wo",
"v",
"q",
"k"
] | 738,703,373
| 128
|
15793.69
|
9126.03
| null | null | null | null | null |
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