Model_name
stringclasses 7
values | Train_size
int64 50.8k
50.8k
| Test_size
int64 12.7k
12.7k
| arg
dict | lora
listlengths 1
1
| Parameters
int64 1.54B
4.02B
| Trainable_parameters
int64 1.54B
4.02B
| r
int64 -1
-1
| Memory Allocation
stringclasses 7
values | Training Time
stringclasses 7
values | accuracy
float64 0.91
0.91
| f1_macro
float64 0.9
0.91
| f1_weighted
float64 0.91
0.91
| precision
float64 0.9
0.91
| recall
float64 0.9
0.91
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
tiiuae/Falcon3-3B-Base
| 50,775
| 12,652
|
{
"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": 8,
"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": 1,
"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
}
|
[
"Not used"
] | 2,825,041,920
| 2,825,041,920
| -1
|
22029.56
|
2419.01
| 0.904995
| 0.901369
| 0.90521
| 0.902003
| 0.901026
|
facebook/opt-2.7b
| 50,775
| 12,652
|
{
"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": 8,
"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": 1,
"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
}
|
[
"Not used"
] | 2,651,612,160
| 2,651,612,160
| -1
|
18906.37
|
2672.45
| 0.908078
| 0.903887
| 0.908256
| 0.904018
| 0.903968
|
Qwen/Qwen2-1.5B
| 50,775
| 12,652
|
{
"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": 8,
"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": 1,
"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
}
|
[
"Not used"
] | 1,543,288,832
| 1,543,288,832
| -1
|
13207.78
|
1464.34
| 0.910054
| 0.90647
| 0.910294
| 0.907674
| 0.905598
|
Qwen/Qwen2.5-3B-Instruct
| 50,775
| 12,652
|
{
"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": 8,
"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": 1,
"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
}
|
[
"Not used"
] | 3,085,410,304
| 3,085,410,304
| -1
|
24334.69
|
2913.46
| 0.911872
| 0.907564
| 0.912045
| 0.908018
| 0.907344
|
Qwen/Qwen3-1.7B
| 50,775
| 12,652
|
{
"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": 8,
"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": 1,
"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
}
|
[
"Not used"
] | 1,720,054,784
| 1,720,054,784
| -1
|
14652.05
|
1661.1
| 0.908868
| 0.904959
| 0.909074
| 0.905479
| 0.904686
|
Alibaba-NLP/E2Rank-4B
| 50,775
| 12,652
|
{
"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": 12,
"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": 1,
"num_train_epochs": 1,
"optim": "adamw_8bit",
"optim_args": "Not have",
"per_device_eval_batch_size": 8,
"per_device_train_batch_size": 12,
"warmup_ratio": 0,
"warmup_steps": 5,
"weight_decay": 0.01
}
|
[
"Not used"
] | 4,021,817,856
| 4,021,817,856
| -1
|
33811.52
|
3500.31
| 0.912346
| 0.908564
| 0.912594
| 0.908498
| 0.908886
|
Qwen/Qwen3-Embedding-4B
| 50,775
| 12,652
|
{
"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": 12,
"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": 1,
"num_train_epochs": 1,
"optim": "adamw_8bit",
"optim_args": "Not have",
"per_device_eval_batch_size": 8,
"per_device_train_batch_size": 12,
"warmup_ratio": 0,
"warmup_steps": 5,
"weight_decay": 0.01
}
|
[
"Not used"
] | 4,021,807,616
| 4,021,807,616
| -1
|
33795.66
|
3500.42
| 0.913848
| 0.909955
| 0.914072
| 0.909872
| 0.910256
|
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