Model_name stringclasses 10
values | Train_size int64 50.8k 50.8k | Test_size int64 12.7k 12.7k | arg dict | Parameters int64 125M 739M | Trainable_parameters int64 125M 739M | Memory Allocation float64 2.02k 11.6k | Training Time stringclasses 10
values | accuracy float64 89.1 90.6 | f1_macro float64 88.6 90.1 | f1_weighted float64 89.1 90.6 | precision float64 88.7 90.2 | recall float64 88.5 90.1 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
google-t5/t5-large | 50,775 | 12,652 | {
"auto_find_batch_size": true,
"gradient_accumulation_steps": 4,
"learning_rate": 0.00005,
"logging_steps": 1,
"lr_scheduler_type": "linear",
"num_train_epochs": 1,
"optim": null,
"output_dir": "outputs",
"report_to": "none",
"save_strategy": "no",
"save_total_limit": 0,
"seed": 3407,
"warmup... | 738,731,021 | 738,731,021 | 11,588.28 | 2439.83 | 90.531141 | 90.014683 | 90.55259 | 89.976471 | 90.075921 |
FacebookAI/xlm-roberta-large | 50,775 | 12,652 | {
"auto_find_batch_size": true,
"gradient_accumulation_steps": 4,
"learning_rate": 0.00005,
"logging_steps": 1,
"lr_scheduler_type": "linear",
"num_train_epochs": 1,
"optim": null,
"output_dir": "outputs",
"report_to": "none",
"save_strategy": "no",
"save_total_limit": 0,
"seed": 3407,
"warmup... | 559,903,757 | 559,903,757 | 11,211.07 | 2550.65 | 90.001581 | 89.619739 | 90.023766 | 89.631253 | 89.637172 |
Qwen/Qwen3-Reranker-0.6B | 50,775 | 12,652 | {
"auto_find_batch_size": true,
"gradient_accumulation_steps": 4,
"learning_rate": 0.00005,
"logging_steps": 1,
"lr_scheduler_type": "linear",
"num_train_epochs": 1,
"optim": "adamw_8bit",
"output_dir": "outputs",
"report_to": "none",
"save_strategy": "no",
"save_total_limit": 0,
"seed": 3407,
... | 595,789,824 | 595,789,824 | 7,680.82 | 1487.67 | 89.061018 | 88.561906 | 89.097072 | 88.706089 | 88.472665 |
RUCAIBox/mvp | 50,775 | 12,652 | {
"auto_find_batch_size": true,
"gradient_accumulation_steps": 4,
"learning_rate": 0.00005,
"logging_steps": 1,
"lr_scheduler_type": "linear",
"num_train_epochs": 1,
"optim": null,
"output_dir": "outputs",
"report_to": "none",
"save_strategy": "no",
"save_total_limit": 0,
"seed": 3407,
"warmup... | 407,356,429 | 407,356,429 | 7,237.18 | 1238.27 | 90.373064 | 89.979006 | 90.391859 | 90.034063 | 89.947542 |
FacebookAI/roberta-large | 50,775 | 12,652 | {
"auto_find_batch_size": true,
"gradient_accumulation_steps": 4,
"learning_rate": 0.00005,
"logging_steps": 1,
"lr_scheduler_type": "linear",
"num_train_epochs": 1,
"optim": null,
"output_dir": "outputs",
"report_to": "none",
"save_strategy": "no",
"save_total_limit": 0,
"seed": 3407,
"warmup... | 355,373,069 | 355,373,069 | 7,111.97 | 1999.2 | 90.199178 | 89.725406 | 90.219525 | 89.65348 | 89.820351 |
facebook/bart-large | 50,775 | 12,652 | {
"auto_find_batch_size": true,
"gradient_accumulation_steps": 4,
"learning_rate": 0.00005,
"logging_steps": 1,
"lr_scheduler_type": "linear",
"num_train_epochs": 1,
"optim": null,
"output_dir": "outputs",
"report_to": "none",
"save_strategy": "no",
"save_total_limit": 0,
"seed": 3407,
"warmup... | 407,354,381 | 407,354,381 | 5,962.44 | 686.96 | 90.50743 | 90.07699 | 90.533825 | 90.165717 | 90.019645 |
answerdotai/ModernBERT-large | 50,775 | 12,652 | {
"auto_find_batch_size": true,
"gradient_accumulation_steps": 4,
"learning_rate": 0.00005,
"logging_steps": 1,
"lr_scheduler_type": "linear",
"num_train_epochs": 1,
"optim": null,
"output_dir": "outputs",
"report_to": "none",
"save_strategy": "no",
"save_total_limit": 0,
"seed": 3407,
"warmup... | 395,844,621 | 395,844,621 | 5,842.19 | 682.26 | 90.578565 | 90.133853 | 90.590121 | 90.191874 | 90.093685 |
google-bert/bert-large-uncased | 50,775 | 12,652 | {
"auto_find_batch_size": true,
"gradient_accumulation_steps": 4,
"learning_rate": 0.00005,
"logging_steps": 1,
"lr_scheduler_type": "linear",
"num_train_epochs": 1,
"optim": null,
"output_dir": "outputs",
"report_to": "none",
"save_strategy": "no",
"save_total_limit": 0,
"seed": 3407,
"warmup... | 335,155,213 | 335,155,213 | 4,886.3 | 547.64 | 89.47202 | 89.040799 | 89.503359 | 89.149995 | 88.978116 |
facebook/opt-350m | 50,775 | 12,652 | {
"auto_find_batch_size": true,
"gradient_accumulation_steps": 4,
"learning_rate": 0.00005,
"logging_steps": 1,
"lr_scheduler_type": "linear",
"num_train_epochs": 1,
"optim": "adamw_8bit",
"output_dir": "outputs",
"report_to": "none",
"save_strategy": "no",
"save_total_limit": 0,
"seed": 3407,
... | 331,203,072 | 331,203,072 | 4,831.76 | 1661.37 | 89.345558 | 88.873262 | 89.360116 | 89.019902 | 88.768885 |
facebook/opt-125m | 50,775 | 12,652 | {
"auto_find_batch_size": true,
"gradient_accumulation_steps": 4,
"learning_rate": 0.00005,
"logging_steps": 1,
"lr_scheduler_type": "linear",
"num_train_epochs": 1,
"optim": "adamw_8bit",
"output_dir": "outputs",
"report_to": "none",
"save_strategy": "no",
"save_total_limit": 0,
"seed": 3407,
... | 125,249,280 | 125,249,280 | 2,019.24 | 564.28 | 89.124249 | 88.650776 | 89.136067 | 88.784319 | 88.537486 |
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