Total runs:
105
Run Growth:
89
Growth Rate:
84.76%
Sponsored by
Skywork
monsterapi / llama2_7b_DolphinCoder
Model's Last Updated: December 27 2023
Introduction of llama2_7b_DolphinCoder
Model Details of llama2_7b_DolphinCoder
Finetuning Overview:
Model Used: meta-llama/Llama-2-7b-hf
Dataset: cognitivecomputations/dolphin-coder
Dataset Insights:
Dolphin-Coder dataset – a high-quality collection of 100,000+ coding questions and responses. It's perfect for supervised fine-tuning (SFT), and teaching language models to improve on coding-based tasks.
Finetuning Details:
With the utilization of MonsterAPI 's no-code LLM finetuner , this finetuning:
- Was achieved with great cost-effectiveness.
- Completed in a total duration of 15hr 31mins for 1 epochs using an A6000 48GB GPU.
-
Costed
$30.64for the entire 1 epoch.
Hyperparameters & Additional Details:
- Epochs: 1
- Total Finetuning Cost: $30.64
- Model Path: meta-llama/Llama-2-7b-hf
- Learning Rate: 0.0002
- Data Split: 100% train
- Gradient Accumulation Steps: 128
- lora r: 32
- lora alpha: 64
license: apache-2.0
Runs of monsterapi llama2_7b_DolphinCoder on huggingface.co
6
Total runs
0
24-hour runs
-3
3-day runs
-4
7-day runs
-8
30-day runs
More Information About llama2_7b_DolphinCoder huggingface.co Model
Url of llama2_7b_DolphinCoder
llama2_7b_DolphinCoder huggingface.co Url
Provider of llama2_7b_DolphinCoder huggingface.co
Other API from monsterapi
Updated:December 27 2023
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Run Growth:
85
Growth Rate:
84.16%
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Growth Rate:
91.67%
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70
Growth Rate:
80.46%
Total runs:
87
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72
Growth Rate:
82.76%
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47
Growth Rate:
82.46%
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86.27%
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37
Growth Rate:
75.51%
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Growth Rate:
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Growth Rate:
87.50%
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4.55%
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Growth Rate:
80.00%
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Growth Rate:
88.24%
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0.00%
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7
Growth Rate:
53.85%
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-7
Growth Rate:
-58.33%
Total runs:
12
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11
Growth Rate:
91.67%
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Growth Rate:
81.82%
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44.44%
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Growth Rate:
66.67%
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Growth Rate:
-87.50%
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2
Growth Rate:
28.57%
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Growth Rate:
85.71%
Total runs:
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Growth Rate:
-66.67%
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Growth Rate:
-83.33%
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Growth Rate:
-16.67%
Total runs:
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Growth Rate:
-66.67%
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3
Growth Rate:
50.00%
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Growth Rate:
40.00%
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40.00%
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0.00%
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Run Growth:
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Growth Rate:
-166.67%
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0.00%
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Growth Rate:
-33.33%
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Growth Rate:
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Growth Rate:
-300.00%
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Growth Rate:
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Growth Rate:
-500.00%
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1
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Growth Rate:
-600.00%
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1
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Growth Rate:
-200.00%
Total runs:
1
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Growth Rate:
-300.00%
Total runs:
1
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Growth Rate:
-400.00%
Total runs:
1
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-3
Growth Rate:
-300.00%
Total runs:
0
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-5
Growth Rate:
0.00%
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Run Growth:
-3
Growth Rate:
0.00%
Total runs:
0
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Growth Rate:
0.00%
Total runs:
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Run Growth:
-5
Growth Rate:
0.00%