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 8
values | Training Time
stringclasses 8
values | accuracy
float64 0.9
0.91
| f1_macro
float64 0.9
0.91
| f1_weighted
float64 0.9
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": 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_torch_fused",
"optim_args": "Not have",
"per_device_eval_batch_size": 8,
"per_device_train_batch_size": 16,
"warmup_ratio": 0,
"warmup_steps": 5,
"weight_decay": 0.01
}
|
[
"Not used"
] | 2,825,041,920
| 2,825,041,920
| -1
|
38764.73
|
2153.54
| 0.904363
| 0.900315
| 0.904506
| 0.900364
| 0.900401
|
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": 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_torch_fused",
"optim_args": "Not have",
"per_device_eval_batch_size": 8,
"per_device_train_batch_size": 16,
"warmup_ratio": 0,
"warmup_steps": 5,
"weight_decay": 0.01
}
|
[
"Not used"
] | 2,651,612,160
| 2,651,612,160
| -1
|
35789.75
|
2281.85
| 0.906655
| 0.901558
| 0.906856
| 0.900892
| 0.902467
|
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": 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_torch_fused",
"optim_args": "Not have",
"per_device_eval_batch_size": 8,
"per_device_train_batch_size": 32,
"warmup_ratio": 0,
"warmup_steps": 5,
"weight_decay": 0.01
}
|
[
"Not used"
] | 1,543,288,832
| 1,543,288,832
| -1
|
27477.01
|
1188.43
| 0.908631
| 0.904632
| 0.908879
| 0.904219
| 0.905308
|
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": 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_torch_fused",
"optim_args": "Not have",
"per_device_eval_batch_size": 8,
"per_device_train_batch_size": 48,
"warmup_ratio": 0,
"warmup_steps": 5,
"weight_decay": 0.01
}
|
[
"Not used"
] | 3,085,410,304
| 3,085,410,304
| -1
|
58708.58
|
2370.57
| 0.910054
| 0.906354
| 0.910214
| 0.90685
| 0.906007
|
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": 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_torch_fused",
"optim_args": "Not have",
"per_device_eval_batch_size": 8,
"per_device_train_batch_size": 48,
"warmup_ratio": 0,
"warmup_steps": 5,
"weight_decay": 0.01
}
|
[
"Not used"
] | 1,720,054,784
| 1,720,054,784
| -1
|
34521.95
|
1261.23
| 0.903573
| 0.899689
| 0.903694
| 0.901136
| 0.898518
|
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": 16,
"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_torch_fused",
"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"
] | 4,021,817,856
| 4,021,817,856
| -1
|
53301.73
|
3673.82
| 0.911793
| 0.907685
| 0.912031
| 0.907352
| 0.908312
|
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": 16,
"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_torch_fused",
"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"
] | 4,021,807,616
| 4,021,807,616
| -1
|
53279.97
|
3688.91
| 0.912978
| 0.909224
| 0.913194
| 0.908847
| 0.90983
|
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": 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_torch_fused",
"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
|
40789.94
|
2776.5
| 0.91282
| 0.9093
| 0.913036
| 0.909522
| 0.909312
|
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