Model_name
stringclasses 1
value | Train_size
int64 5.08k
5.08k
| Test_size
int64 1.27k
1.27k
| arg
dict | lora
listlengths 3
8
| Parameters
int64 4.03B
4.06B
| Trainable_parameters
int64 3.47M
39.8M
| r
int64 32
128
| Memory Allocation
stringclasses 7
values | Training Time
stringclasses 7
values | accuracy
float64 0.11
0.28
| f1_macro
float64 0.08
0.22
| f1_weighted
float64 0.08
0.25
| precision
float64 0.08
0.23
| recall
float64 0.09
0.24
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
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"
] | 4,051,680,301
| 29,859,885
| 32
|
4569.24
|
822.1
| 0.18498
| 0.151011
| 0.168759
| 0.161615
| 0.162525
|
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"
] | 4,031,718,400
| 9,897,984
| 32
|
4313.95
|
712.32
| 0.105929
| 0.08569
| 0.095979
| 0.092505
| 0.093815
|
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
}
|
[
"o_proj",
"v_proj",
"up_proj",
"score",
"gate_proj",
"k_proj",
"down_proj",
"q_proj"
] | 4,061,578,285
| 39,757,869
| 32
|
3834.95
|
878.39
| 0.279842
| 0.224301
| 0.254361
| 0.231633
| 0.244476
|
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"
] | 4,032,147,053
| 10,326,637
| 96
|
4182.7
|
834.37
| 0.12332
| 0.100513
| 0.113583
| 0.105721
| 0.108474
|
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"
] | 4,025,289,088
| 3,468,672
| 96
|
4249.98
|
715.49
| 0.116206
| 0.076734
| 0.081457
| 0.079853
| 0.107484
|
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
}
|
[
"o_proj",
"v_proj",
"up_proj",
"score",
"gate_proj",
"k_proj",
"down_proj",
"q_proj"
] | 4,035,615,725
| 13,795,309
| 96
|
3860.43
|
887.3
| 0.128063
| 0.105911
| 0.118284
| 0.115888
| 0.112849
|
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"
] | 4,029,561,997
| 7,741,581
| 128
|
4087.42
|
828.4
| 0.116206
| 0.095241
| 0.106959
| 0.101141
| 0.103179
|
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