Total runs:
105
Run Growth:
85
Growth Rate:
80.95%
Sponsored by
Skywork
monsterapi / mistral_7b_HalfEpoch_DolphinCoder
Model's Last Updated: January 20 2024
Introduction of mistral_7b_HalfEpoch_DolphinCoder
Model Details of mistral_7b_HalfEpoch_DolphinCoder
Finetuning Overview:
Model Used: mistralai/Mistral-7B-v0.1
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 7hrs 36min for 0.5 epochs using an A6000 48GB GPU.
-
Costed
$15.2for the entire run
Hyperparameters & Additional Details:
- Epochs: 0.5
- Cost for full run: $15.2
- Model Path: mistralai/Mistral-7B-v0.1
- 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 mistral_7b_HalfEpoch_DolphinCoder on huggingface.co
94
Total runs
-2
24-hour runs
-4
3-day runs
11
7-day runs
78
30-day runs
More Information About mistral_7b_HalfEpoch_DolphinCoder huggingface.co Model
Url of mistral_7b_HalfEpoch_DolphinCoder
mistral_7b_HalfEpoch_DolphinCoder huggingface.co Url
Provider of mistral_7b_HalfEpoch_DolphinCoder huggingface.co
Other API from monsterapi
Updated:December 27 2023
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101
Run Growth:
79
Growth Rate:
78.22%
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70
Growth Rate:
80.46%
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87
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69
Growth Rate:
79.31%
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48
Growth Rate:
81.36%
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Growth Rate:
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Growth Rate:
83.67%
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37
Growth Rate:
75.51%
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Growth Rate:
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Growth Rate:
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80.00%
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Growth Rate:
88.24%
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0
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0.00%
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7
Growth Rate:
53.85%
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Growth Rate:
-58.33%
Total runs:
12
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11
Growth Rate:
91.67%
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11
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Growth Rate:
81.82%
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4
Growth Rate:
44.44%
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66.67%
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50.00%
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Growth Rate:
-87.50%
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7
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2
Growth Rate:
28.57%
Total runs:
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6
Growth Rate:
85.71%
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Growth Rate:
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Growth Rate:
-83.33%
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6
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1
Growth Rate:
16.67%
Total runs:
6
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-4
Growth Rate:
-66.67%
Total runs:
6
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3
Growth Rate:
50.00%
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Growth Rate:
-150.00%
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5
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2
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40.00%
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5
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40.00%
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0.00%
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3
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Growth Rate:
33.33%
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Growth Rate:
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Growth Rate:
-166.67%
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3
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0.00%
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Growth Rate:
-66.67%
Total runs:
3
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Growth Rate:
0.00%
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3
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Growth Rate:
-33.33%
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2
Run Growth:
-1
Growth Rate:
-50.00%
Total runs:
1
Run Growth:
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Growth Rate:
-500.00%
Total runs:
1
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-3
Growth Rate:
-300.00%
Total runs:
1
Run Growth:
-5
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:
-400.00%
Total runs:
1
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-3
Growth Rate:
-300.00%
Total runs:
1
Run Growth:
-3
Growth Rate:
-300.00%
Total runs:
0
Run Growth:
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Growth Rate:
0.00%
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0
Run Growth:
-3
Growth Rate:
0.00%
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0
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0.00%
Total runs:
0
Run Growth:
-5
Growth Rate:
0.00%