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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