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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