Model
stringlengths 18
40
| Parameters
int64 298M
32.8B
| Trainable_parameters
int64 6.52M
68.5M
| Batch_size
int64 8
8
| GA
int64 4
4
| Train_Size
int64 50.8k
50.8k
| Test_Size
int64 12.7k
12.7k
| GPU_Usage
float64 3.69
30.8
| GPU_Normal
float64 15
593
| Accuracy
float64 79
89
| __index_level_0__
int64 0
6
|
|---|---|---|---|---|---|---|---|---|---|---|
unsloth/gemma-3-270M-it-unsloth-bnb-4bit
| 298,474,112
| 30,375,936
| 8
| 4
| 50,755
| 12,652
| 3.69
| 14.98
| 85.6
| 0
|
unsloth/gemma-3-1b-it-unsloth-bnb-4bit
| 1,006,408,832
| 6,522,880
| 8
| 4
| 50,755
| 12,652
| 4.44
| 30.3
| 88
| 1
|
unsloth/gemma-2-2b
| 2,624,725,248
| 10,383,360
| 8
| 4
| 50,755
| 12,652
| 5.28
| 29.61
| 79
| 2
|
unsloth/gemma-3-4b-it-unsloth-bnb-4bit
| 4,332,867,952
| 32,788,480
| 8
| 4
| 50,755
| 12,652
| 6.78
| 84.56
| 87
| 3
|
unsloth/gemma-3n-E2B-it-unsloth-bnb-4bit
| 5,450,890,688
| 11,452,416
| 8
| 4
| 50,755
| 12,652
| 8.92
| 135.2
| 80
| 4
|
unsloth/gemma-3-12b-it-unsloth-bnb-4bit
| 12,255,781,488
| 68,456,448
| 8
| 4
| 50,755
| 12,652
| 13.03
| 227
| 86
| 5
|
unsloth/gemma-3-27b-it-unsloth-bnb-4bit
| 27,490,657,904
| 58,251,264
| 8
| 4
| 50,755
| 12,652
| 23.32
| 471.75
| 89
| 6
|
unsloth/Qwen3-0.6B-unsloth-bnb-4bit
| 636,420,096
| 40,370,176
| 8
| 4
| 50,755
| 12,652
| 3.88
| 15.23
| 86
| 0
|
unsloth/Qwen3-1.7B-unsloth-bnb-4bit
| 1,729,291,264
| 8,716,288
| 8
| 4
| 50,755
| 12,652
| 4.85
| 26.01
| 84.6
| 1
|
unsloth/Qwen3-4B-unsloth-bnb-4bit
| 4,332,867,952
| 32,788,480
| 8
| 4
| 50,755
| 12,652
| 7.74
| 98
| 86.63
| 2
|
unsloth/Qwen3-8B-unsloth-bnb-4bit
| 8,234,382,336
| 43,646,976
| 8
| 4
| 50,755
| 12,652
| 10.81
| 163.95
| 87.05
| 3
|
unsloth/Qwen3-14B-unsloth-bnb-4bit
| 14,800,419,840
| 32,112,640
| 8
| 4
| 50,755
| 12,652
| 16.32
| 277.75
| 85.65
| 4
|
unsloth/Qwen3-32B-unsloth-bnb-4bit
| 32,829,232,128
| 67,108,864
| 8
| 4
| 50,755
| 12,652
| 30.81
| 592.65
| 89
| 5
|
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