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"
] | 57,686,029
| 128
|
6764.9
|
1892.71
| 89.661714
| 89.242795
| 89.682976
| 89.336129
| 89.179462
|
FacebookAI/xlm-roberta-large
| 50,775
| 12,652
|
[
"dense",
"value",
"out_proj",
"key",
"query"
] | 36,452,365
| 80
|
8722.63
|
2283.27
| null | null | null | null | null |
Qwen/Qwen3-Reranker-0.6B
| 50,775
| 12,652
|
[
"down_proj",
"gate_proj",
"o_proj",
"score",
"up_proj"
] | 41,300,992
| 96
|
7494.15
|
1247.04
| null | null | null | null | null |
RUCAIBox/mvp
| 50,775
| 12,652
|
[
"fc1",
"dense",
"k_proj",
"out_proj",
"q_proj",
"fc2",
"v_proj"
] | 69,600,896
| 128
|
8260.3
|
2284.83
| null | null | null | null | null |
answerdotai/ModernBERT-large
| 50,775
| 12,652
|
[
"classifier",
"Wqkv",
"dense",
"Wo",
"Wi"
] | 50,619,405
| 112
|
5878.46
|
1020.08
| null | null | null | null | null |
facebook/bart-large
| 50,775
| 12,652
|
[
"v_proj",
"fc2",
"out_proj",
"fc1",
"dense",
"q_proj",
"k_proj"
] | 69,600,896
| 128
|
8238.23
|
2274.25
| null | null | null | null | null |
facebook/opt-125m
| 50,775
| 12,652
|
[
"v_proj",
"fc2",
"out_proj",
"score",
"fc1",
"q_proj",
"k_proj"
] | 21,243,648
| 128
|
4844.6
|
711.75
| 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"
] | 57,022,976
| 128
|
7202.69
|
1843.63
| null | null | null | null | null |
google-bert/bert-large-uncased
| 50,775
| 12,652
|
[
"classifier",
"dense"
] | 38,024,205
| 128
|
6763.15
|
1662.95
| null | null | null | null | null |
google-t5/t5-large
| 50,775
| 12,652
|
[
"wi",
"out_proj",
"dense",
"o",
"wo",
"v",
"q",
"k"
] | 138,806,912
| 128
|
15204.86
|
4496.32
| null | null | null | null | null |
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