Model_name
stringclasses 2
values | Train_size
int64 5.08k
12.7k
| Test_size
int64 1.27k
11.4k
| arg
dict | lora
listlengths 3
8
| Parameters
int64 4.03B
7.59B
| Trainable_parameters
int64 12.6M
157M
| r
int64 8
16
| Memory Allocation
stringclasses 10
values | Training Time
stringlengths 5
7
| accuracy
float64 0.09
0.82
| f1_macro
float64 0.07
0.81
| f1_weighted
float64 0.08
0.82
| precision
float64 0.08
0.82
| recall
float64 0.08
0.8
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Qwen/Qwen3-Reranker-4B
| 12,693
| 11,386
|
{
"adafactor": false,
"adam_beta1": 0.9,
"adam_beta2": 0.999,
"adam_epsilon": 1e-8,
"bf16": false,
"fp16": false,
"fp16_opt_level": "O1",
"gradient_accumulation_steps": 4,
"half_precision_backend": "auto",
"label_smoothing_factor": 0,
"learning_rate": 0.00002,
"lr_scheduler_type": "linear",
"max_grad_norm": 1,
"max_steps": -1,
"n_gpu": 2,
"num_train_epochs": 1,
"optim": "adamw_8bit",
"optim_args": "Not have",
"per_device_eval_batch_size": 8,
"per_device_train_batch_size": 8,
"warmup_ratio": 0,
"warmup_steps": 5,
"weight_decay": 0.01
}
|
[
"down_proj",
"gate_proj",
"o_proj",
"score",
"up_proj"
] | 4,034,387,456
| 12,567,040
| 8
|
3992.28
|
649.79
| 0.110047
| 0.094618
| 0.104891
| 0.098902
| 0.097692
|
Qwen/Qwen3-Reranker-4B
| 12,693
| 3,163
|
{
"adafactor": false,
"adam_beta1": 0.9,
"adam_beta2": 0.999,
"adam_epsilon": 1e-8,
"bf16": false,
"fp16": false,
"fp16_opt_level": "O1",
"gradient_accumulation_steps": 4,
"half_precision_backend": "auto",
"label_smoothing_factor": 0,
"learning_rate": 0.00002,
"lr_scheduler_type": "linear",
"max_grad_norm": 1,
"max_steps": -1,
"n_gpu": 2,
"num_train_epochs": 1,
"optim": "adamw_8bit",
"optim_args": "Not have",
"per_device_eval_batch_size": 8,
"per_device_train_batch_size": 8,
"warmup_ratio": 0,
"warmup_steps": 5,
"weight_decay": 0.01
}
|
[
"down_proj",
"gate_proj",
"o_proj",
"score",
"up_proj"
] | 4,034,387,456
| 12,567,040
| 8
|
3992.28
|
1997.65
| 0.140057
| 0.119617
| 0.133607
| 0.127573
| 0.122825
|
Qwen/Qwen3-Reranker-8B
| 12,693
| 3,163
|
{
"adafactor": false,
"adam_beta1": 0.9,
"adam_beta2": 0.999,
"adam_epsilon": 1e-8,
"bf16": false,
"fp16": false,
"fp16_opt_level": "O1",
"gradient_accumulation_steps": 4,
"half_precision_backend": "auto",
"label_smoothing_factor": 0,
"learning_rate": 0.00002,
"lr_scheduler_type": "linear",
"max_grad_norm": 1,
"max_steps": -1,
"n_gpu": 2,
"num_train_epochs": 1,
"optim": "adamw_8bit",
"optim_args": "Not have",
"per_device_eval_batch_size": 8,
"per_device_train_batch_size": 8,
"warmup_ratio": 0,
"warmup_steps": 5,
"weight_decay": 0.01
}
|
[
"down_proj",
"gate_proj",
"o_proj",
"score",
"up_proj"
] | 7,583,937,536
| 16,568,320
| 8
|
6549.23
|
3087.28
| 0.200126
| 0.168364
| 0.189064
| 0.184104
| 0.175008
|
Qwen/Qwen3-Reranker-4B
| 12,693
| 3,163
|
{
"adafactor": false,
"adam_beta1": 0.9,
"adam_beta2": 0.999,
"adam_epsilon": 1e-8,
"bf16": false,
"fp16": false,
"fp16_opt_level": "O1",
"gradient_accumulation_steps": 4,
"half_precision_backend": "auto",
"label_smoothing_factor": 0,
"learning_rate": 0.00002,
"lr_scheduler_type": "linear",
"max_grad_norm": 1,
"max_steps": -1,
"n_gpu": 2,
"num_train_epochs": 1,
"optim": "adamw_8bit",
"optim_args": "Not have",
"per_device_eval_batch_size": 8,
"per_device_train_batch_size": 8,
"warmup_ratio": 0,
"warmup_steps": 5,
"weight_decay": 0.01
}
|
[
"k_proj",
"q_proj",
"v_proj"
] | 4,038,368,768
| 16,548,352
| 8
|
4059.38
|
2083.78
| 0.477395
| 0.422595
| 0.466253
| 0.425866
| 0.430495
|
Qwen/Qwen3-Reranker-4B
| 5,077
| 1,265
|
{
"adafactor": false,
"adam_beta1": 0.9,
"adam_beta2": 0.999,
"adam_epsilon": 1e-8,
"bf16": false,
"fp16": false,
"fp16_opt_level": "O1",
"gradient_accumulation_steps": 4,
"half_precision_backend": "auto",
"label_smoothing_factor": 0,
"learning_rate": 0.00002,
"lr_scheduler_type": "linear",
"max_grad_norm": 1,
"max_steps": -1,
"n_gpu": 2,
"num_train_epochs": 1,
"optim": "adamw_8bit",
"optim_args": "Not have",
"per_device_eval_batch_size": 8,
"per_device_train_batch_size": 8,
"warmup_ratio": 0,
"warmup_steps": 5,
"weight_decay": 0.01
}
|
[
"down_proj",
"gate_proj",
"o_proj",
"score",
"up_proj"
] | 4,140,153,898
| 118,333,482
| 8
|
4392.43
|
819.37
| 0.795257
| 0.771173
| 0.795318
| 0.777408
| 0.769316
|
Qwen/Qwen3-Reranker-8B
| 5,077
| 1,265
|
{
"adafactor": false,
"adam_beta1": 0.9,
"adam_beta2": 0.999,
"adam_epsilon": 1e-8,
"bf16": false,
"fp16": false,
"fp16_opt_level": "O1",
"gradient_accumulation_steps": 4,
"half_precision_backend": "auto",
"label_smoothing_factor": 0,
"learning_rate": 0.00002,
"lr_scheduler_type": "linear",
"max_grad_norm": 1,
"max_steps": -1,
"n_gpu": 2,
"num_train_epochs": 1,
"optim": "adamw_8bit",
"optim_args": "Not have",
"per_device_eval_batch_size": 8,
"per_device_train_batch_size": 8,
"warmup_ratio": 0,
"warmup_steps": 5,
"weight_decay": 0.01
}
|
[
"down_proj",
"gate_proj",
"o_proj",
"score",
"up_proj"
] | 7,583,937,536
| 16,568,320
| 8
|
6549.23
|
1424.37
| 0.094071
| 0.071431
| 0.077639
| 0.075755
| 0.084966
|
Qwen/Qwen3-Reranker-4B
| 5,077
| 1,265
|
{
"adafactor": false,
"adam_beta1": 0.9,
"adam_beta2": 0.999,
"adam_epsilon": 1e-8,
"bf16": false,
"fp16": false,
"fp16_opt_level": "O1",
"gradient_accumulation_steps": 4,
"half_precision_backend": "auto",
"label_smoothing_factor": 0,
"learning_rate": 0.00002,
"lr_scheduler_type": "linear",
"max_grad_norm": 1,
"max_steps": -1,
"n_gpu": 2,
"num_train_epochs": 1,
"optim": "adamw_8bit",
"optim_args": "Not have",
"per_device_eval_batch_size": 8,
"per_device_train_batch_size": 8,
"warmup_ratio": 0,
"warmup_steps": 5,
"weight_decay": 0.01
}
|
[
"k_proj",
"q_proj",
"v_proj"
] | 4,060,914,688
| 39,094,272
| 8
|
4609.79
|
711.35
| 0.258498
| 0.203561
| 0.234001
| 0.215904
| 0.222758
|
Qwen/Qwen3-Reranker-4B
| 5,077
| 1,265
|
{
"adafactor": false,
"adam_beta1": 0.9,
"adam_beta2": 0.999,
"adam_epsilon": 1e-8,
"bf16": false,
"fp16": false,
"fp16_opt_level": "O1",
"gradient_accumulation_steps": 4,
"half_precision_backend": "auto",
"label_smoothing_factor": 0,
"learning_rate": 0.00002,
"lr_scheduler_type": "linear",
"max_grad_norm": 1,
"max_steps": -1,
"n_gpu": 2,
"num_train_epochs": 1,
"optim": "adamw_8bit",
"optim_args": "Not have",
"per_device_eval_batch_size": 8,
"per_device_train_batch_size": 8,
"warmup_ratio": 0,
"warmup_steps": 5,
"weight_decay": 0.01
}
|
[
"v_proj",
"k_proj",
"q_proj",
"score",
"down_proj",
"up_proj",
"gate_proj",
"o_proj"
] | 4,179,248,170
| 157,427,754
| 8
|
3714.35
|
875.7
| 0.816601
| 0.808618
| 0.817021
| 0.81853
| 0.804816
|
Qwen/Qwen3-Reranker-8B
| 5,077
| 1,265
|
{
"adafactor": false,
"adam_beta1": 0.9,
"adam_beta2": 0.999,
"adam_epsilon": 1e-8,
"bf16": false,
"fp16": false,
"fp16_opt_level": "O1",
"gradient_accumulation_steps": 4,
"half_precision_backend": "auto",
"label_smoothing_factor": 0,
"learning_rate": 0.00002,
"lr_scheduler_type": "linear",
"max_grad_norm": 1,
"max_steps": -1,
"n_gpu": 2,
"num_train_epochs": 1,
"optim": "adamw_8bit",
"optim_args": "Not have",
"per_device_eval_batch_size": 8,
"per_device_train_batch_size": 8,
"warmup_ratio": 0,
"warmup_steps": 5,
"weight_decay": 0.01
}
|
[
"k_proj",
"q_proj",
"v_proj"
] | 7,589,245,952
| 21,876,736
| 8
|
5782.42
|
1472.74
| 0.114625
| 0.100521
| 0.110417
| 0.103075
| 0.102868
|
Qwen/Qwen3-Reranker-4B
| 5,077
| 1,265
|
{
"adafactor": false,
"adam_beta1": 0.9,
"adam_beta2": 0.999,
"adam_epsilon": 1e-8,
"bf16": false,
"fp16": false,
"fp16_opt_level": "O1",
"gradient_accumulation_steps": 4,
"half_precision_backend": "auto",
"label_smoothing_factor": 0,
"learning_rate": 0.00002,
"lr_scheduler_type": "linear",
"max_grad_norm": 1,
"max_steps": -1,
"n_gpu": 2,
"num_train_epochs": 1,
"optim": "adamw_8bit",
"optim_args": "Not have",
"per_device_eval_batch_size": 8,
"per_device_train_batch_size": 8,
"warmup_ratio": 0,
"warmup_steps": 5,
"weight_decay": 0.01
}
|
[
"down_proj",
"gate_proj",
"o_proj",
"score",
"up_proj"
] | 4,081,171,485
| 59,351,069
| 16
|
4566.84
|
823.1
| 0.565217
| 0.517966
| 0.555325
| 0.557081
| 0.521091
|
Qwen/Qwen3-Reranker-4B
| 5,077
| 1,265
|
{
"adafactor": false,
"adam_beta1": 0.9,
"adam_beta2": 0.999,
"adam_epsilon": 1e-8,
"bf16": false,
"fp16": false,
"fp16_opt_level": "O1",
"gradient_accumulation_steps": 4,
"half_precision_backend": "auto",
"label_smoothing_factor": 0,
"learning_rate": 0.00002,
"lr_scheduler_type": "linear",
"max_grad_norm": 1,
"max_steps": -1,
"n_gpu": 2,
"num_train_epochs": 1,
"optim": "adamw_8bit",
"optim_args": "Not have",
"per_device_eval_batch_size": 8,
"per_device_train_batch_size": 8,
"warmup_ratio": 0,
"warmup_steps": 5,
"weight_decay": 0.01
}
|
[
"k_proj",
"q_proj",
"v_proj"
] | 4,041,450,496
| 19,630,080
| 16
|
4413.1
|
709.65
| 0.109091
| 0.085059
| 0.098196
| 0.088028
| 0.093106
|
Qwen/Qwen3-Reranker-8B
| 5,077
| 1,265
|
{
"adafactor": false,
"adam_beta1": 0.9,
"adam_beta2": 0.999,
"adam_epsilon": 1e-8,
"bf16": false,
"fp16": false,
"fp16_opt_level": "O1",
"gradient_accumulation_steps": 4,
"half_precision_backend": "auto",
"label_smoothing_factor": 0,
"learning_rate": 0.00002,
"lr_scheduler_type": "linear",
"max_grad_norm": 1,
"max_steps": -1,
"n_gpu": 2,
"num_train_epochs": 1,
"optim": "adamw_8bit",
"optim_args": "Not have",
"per_device_eval_batch_size": 8,
"per_device_train_batch_size": 8,
"warmup_ratio": 0,
"warmup_steps": 5,
"weight_decay": 0.01
}
|
[
"down_proj",
"o_proj",
"q_proj",
"score",
"gate_proj",
"v_proj",
"up_proj",
"k_proj"
] | 7,589,245,952
| 21,876,736
| 8
|
5782.42
|
1473.27
| 0.119368
| 0.096849
| 0.106675
| 0.094154
| 0.106737
|
Qwen/Qwen3-Reranker-4B
| 5,077
| 1,265
|
{
"adafactor": false,
"adam_beta1": 0.9,
"adam_beta2": 0.999,
"adam_epsilon": 1e-8,
"bf16": false,
"fp16": false,
"fp16_opt_level": "O1",
"gradient_accumulation_steps": 4,
"half_precision_backend": "auto",
"label_smoothing_factor": 0,
"learning_rate": 0.00002,
"lr_scheduler_type": "linear",
"max_grad_norm": 1,
"max_steps": -1,
"n_gpu": 2,
"num_train_epochs": 1,
"optim": "adamw_8bit",
"optim_args": "Not have",
"per_device_eval_batch_size": 8,
"per_device_train_batch_size": 8,
"warmup_ratio": 0,
"warmup_steps": 5,
"weight_decay": 0.01
}
|
[
"v_proj",
"k_proj",
"q_proj",
"score",
"down_proj",
"up_proj",
"gate_proj",
"o_proj"
] | 4,100,801,565
| 78,981,149
| 16
|
3795.95
|
872.37
| 0.670356
| 0.639368
| 0.665931
| 0.674257
| 0.638264
|
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