Model_name
stringclasses 4
values | Train_size
int64 17.5k
17.5k
| Test_size
int64 4.38k
4.38k
| arg
dict | lora
null | Parameters
int64 396M
598M
| Trainable_parameters
int64 396M
598M
| r
null | Memory Allocation
stringclasses 6
values | Training Time
stringclasses 6
values | Performance
dict |
|---|---|---|---|---|---|---|---|---|---|---|
Mapanswerdotai/ModernBERT-large
| 17,524
| 4,381
|
{
"auto_find_batch_size": true,
"gradient_accumulation_steps": 4,
"learning_rate": 0.00005,
"logging_steps": 1,
"lr_scheduler_type": "linear",
"num_train_epochs": 1,
"output_dir": "outputs",
"report_to": "none",
"save_strategy": "no",
"save_total_limit": 0,
"seed": 3407,
"warmup_steps": 5,
"weight_decay": 0.01
}
| null | 395,844,621
| 395,844,621
| null |
6886.18
|
664.29
|
{
"accuracy": 0.8440995206573841,
"f1_macro": 0.7288425762351238,
"f1_weighted": 0.8424109561066134,
"precision": 0.7736019083637764,
"recall": 0.7086793930874904
}
|
Qwen/Qwen3-Reranker-0.6B
| 17,524
| 4,381
|
{
"auto_find_batch_size": true,
"gradient_accumulation_steps": 4,
"learning_rate": 0.00005,
"logging_steps": 1,
"lr_scheduler_type": "linear",
"num_train_epochs": 1,
"output_dir": "outputs",
"report_to": "none",
"save_strategy": "no",
"save_total_limit": 0,
"seed": 3407,
"warmup_steps": 5,
"weight_decay": 0.01
}
| null | 595,789,824
| 595,789,824
| null |
11175.04
|
991.31
|
{
"accuracy": 0.8418169367724264,
"f1_macro": 0.7174161112011249,
"f1_weighted": 0.8385840040998324,
"precision": 0.7662163799752334,
"recall": 0.6937837612948491
}
|
facebook/bart-large-mnli
| 17,524
| 4,381
|
{
"auto_find_batch_size": true,
"gradient_accumulation_steps": 4,
"learning_rate": 0.00005,
"logging_steps": 1,
"lr_scheduler_type": "linear",
"num_train_epochs": 1,
"output_dir": "outputs",
"report_to": "none",
"save_strategy": "no",
"save_total_limit": 0,
"seed": 3407,
"warmup_steps": 5,
"weight_decay": 0.01
}
| null | 407,354,381
| 407,354,381
| null |
6927.8
|
701.16
|
{
"accuracy": 0.8470668797078292,
"f1_macro": 0.7410107908859905,
"f1_weighted": 0.8448835454672344,
"precision": 0.7719756216967966,
"recall": 0.7237405475944458
}
|
answerdotai/ModernBERT-large
| 17,524
| 4,381
|
{
"auto_find_batch_size": true,
"gradient_accumulation_steps": 4,
"learning_rate": 0.00005,
"logging_steps": 1,
"lr_scheduler_type": "linear",
"num_train_epochs": 1,
"output_dir": "outputs",
"report_to": "none",
"save_strategy": "no",
"save_total_limit": 0,
"seed": 3407,
"warmup_steps": 5,
"weight_decay": 0.01
}
| null | 398,476,821
| 398,476,821
| null |
524.92
|
672.89
|
{
"accuracy": 0.509244464734079,
"f1_macro": 0.07816988973836705,
"f1_weighted": 0.4387563615879712,
"precision": 0.07681783322514737,
"recall": 0.08884461774184141
}
|
Qwen/Qwen3-Reranker-0.6B
| 17,524
| 4,381
|
{
"auto_find_batch_size": true,
"gradient_accumulation_steps": 4,
"learning_rate": 0.00005,
"logging_steps": 1,
"lr_scheduler_type": "linear",
"num_train_epochs": 1,
"output_dir": "outputs",
"report_to": "none",
"save_strategy": "no",
"save_total_limit": 0,
"seed": 3407,
"warmup_steps": 5,
"weight_decay": 0.01
}
| null | 598,419,456
| 598,419,456
| null |
11217.72
|
987.16
|
{
"accuracy": 0.5188313170509016,
"f1_macro": 0.08835014024441135,
"f1_weighted": 0.45213685337601445,
"precision": 0.08768307805593237,
"recall": 0.1031914791910507
}
|
facebook/bart-large-mnli
| 17,524
| 4,381
|
{
"auto_find_batch_size": true,
"gradient_accumulation_steps": 4,
"learning_rate": 0.00005,
"logging_steps": 1,
"lr_scheduler_type": "linear",
"num_train_epochs": 1,
"output_dir": "outputs",
"report_to": "none",
"save_strategy": "no",
"save_total_limit": 0,
"seed": 3407,
"warmup_steps": 5,
"weight_decay": 0.01
}
| null | 409,986,581
| 409,986,581
| null |
6959.91
|
713.52
|
{
"accuracy": 0.4923533439853915,
"f1_macro": 0.051556436149161194,
"f1_weighted": 0.39987154117356427,
"precision": 0.05040793193510151,
"recall": 0.06402542662812788
}
|
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