Total runs:
105
Run Growth:
90
Growth Rate:
85.71%
Sponsored by
APIMart
monsterapi / CodeAlpaca_LLAMA2_7B
Model's Last Updated: September 21 2023
Introduction of CodeAlpaca_LLAMA2_7B
Model Details of CodeAlpaca_LLAMA2_7B
We finetuned Llama2-7B on Code-Alpaca-Instruct Dataset (sahil2801/CodeAlpaca-20k) for 5 epochs or ~ 25,000 steps using MonsterAPI no-code LLM finetuner .
This dataset is HuggingFaceH4/CodeAlpaca_20K unfiltered, removing 36 instances of blatant alignment.
The finetuning session got completed in 4 hours and costed us only
$16
for the entire finetuning run!
Hyperparameters & Run details:
- Model Path: meta-llama/Llama-2-7b
- Dataset: sahil2801/CodeAlpaca-20k
- Learning rate: 0.0003
- Number of epochs: 5
- Data split: Training: 90% / Validation: 10%
- Gradient accumulation steps: 1
Loss metrics:
license: apache-2.0
Runs of monsterapi CodeAlpaca_LLAMA2_7B on huggingface.co
5
Total runs
0
24-hour runs
-2
3-day runs
2
7-day runs
-7
30-day runs
More Information About CodeAlpaca_LLAMA2_7B huggingface.co Model
Url of CodeAlpaca_LLAMA2_7B
CodeAlpaca_LLAMA2_7B huggingface.co Url
Provider of CodeAlpaca_LLAMA2_7B huggingface.co
Other API from monsterapi
Updated:December 27 2023
Total runs:
100
Run Growth:
84
Growth Rate:
84.00%
Total runs:
98
Run Growth:
90
Growth Rate:
91.84%
Total runs:
89
Run Growth:
79
Growth Rate:
88.76%
Total runs:
85
Run Growth:
68
Growth Rate:
80.00%
Total runs:
57
Run Growth:
49
Growth Rate:
85.96%
Total runs:
51
Run Growth:
44
Growth Rate:
86.27%
Total runs:
50
Run Growth:
41
Growth Rate:
82.00%
Total runs:
47
Run Growth:
35
Growth Rate:
74.47%
Total runs:
27
Run Growth:
-131
Growth Rate:
-485.19%
Total runs:
24
Run Growth:
22
Growth Rate:
91.67%
Total runs:
21
Run Growth:
0
Growth Rate:
0.00%
Total runs:
19
Run Growth:
15
Growth Rate:
78.95%
Total runs:
17
Run Growth:
16
Growth Rate:
94.12%
Total runs:
14
Run Growth:
0
Growth Rate:
0.00%
Total runs:
14
Run Growth:
8
Growth Rate:
57.14%
Total runs:
12
Run Growth:
-7
Growth Rate:
-58.33%
Total runs:
12
Run Growth:
11
Growth Rate:
91.67%
Total runs:
10
Run Growth:
8
Growth Rate:
80.00%
Total runs:
9
Run Growth:
6
Growth Rate:
66.67%
Total runs:
9
Run Growth:
6
Growth Rate:
66.67%
Total runs:
8
Run Growth:
4
Growth Rate:
50.00%
Total runs:
8
Run Growth:
-7
Growth Rate:
-87.50%
Total runs:
7
Run Growth:
2
Growth Rate:
28.57%
Total runs:
7
Run Growth:
-6
Growth Rate:
-85.71%
Total runs:
6
Run Growth:
-3
Growth Rate:
-50.00%
Total runs:
6
Run Growth:
5
Growth Rate:
83.33%
Total runs:
6
Run Growth:
-1
Growth Rate:
-16.67%
Total runs:
6
Run Growth:
-2
Growth Rate:
-33.33%
Total runs:
6
Run Growth:
3
Growth Rate:
50.00%
Total runs:
5
Run Growth:
3
Growth Rate:
60.00%
Total runs:
4
Run Growth:
-4
Growth Rate:
-100.00%
Total runs:
4
Run Growth:
1
Growth Rate:
25.00%
Total runs:
4
Run Growth:
-2
Growth Rate:
-50.00%
Total runs:
4
Run Growth:
-2
Growth Rate:
-50.00%
Total runs:
3
Run Growth:
-5
Growth Rate:
-166.67%
Total runs:
3
Run Growth:
0
Growth Rate:
0.00%
Total runs:
3
Run Growth:
1
Growth Rate:
33.33%
Total runs:
3
Run Growth:
-2
Growth Rate:
-66.67%
Total runs:
3
Run Growth:
0
Growth Rate:
0.00%
Total runs:
3
Run Growth:
-1
Growth Rate:
-33.33%
Total runs:
2
Run Growth:
-1
Growth Rate:
-50.00%
Total runs:
2
Run Growth:
-3
Growth Rate:
-150.00%
Total runs:
2
Run Growth:
-1
Growth Rate:
-50.00%
Total runs:
1
Run Growth:
-3
Growth Rate:
-300.00%
Total runs:
1
Run Growth:
-5
Growth Rate:
-500.00%
Total runs:
1
Run Growth:
-6
Growth Rate:
-600.00%
Total runs:
1
Run Growth:
-2
Growth Rate:
-200.00%
Total runs:
1
Run Growth:
-4
Growth Rate:
-400.00%
Total runs:
1
Run Growth:
-3
Growth Rate:
-300.00%
Total runs:
1
Run Growth:
-3
Growth Rate:
-300.00%
Total runs:
0
Run Growth:
-4
Growth Rate:
0.00%
Total runs:
0
Run Growth:
-3
Growth Rate:
0.00%
Total runs:
0
Run Growth:
0
Growth Rate:
0.00%
Total runs:
0
Run Growth:
-5
Growth Rate:
0.00%