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Instruction Fine-tuning on Alpaca-52K (train)
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65.88
Average Score
Full-finetuning
64.06
64.5325
65.005
65.4775
Feb 18, 2025
Average Score
Fine-tuning Time (h)
Memory Usage (GB)
Updated 3mo ago
Evaluation Results
Method
Method
Links
Average Score
Fine-tuning Time (h)
Memory Usage (GB)
Full-finetuning
Backbone=LLaMA2-7B, LL...
2025.02
65.88
2.4
58.56
QLORA
Backbone=LLaMA2-7B, LL...
2025.02
65.69
3.2
10.73
GSQ-Tuning
Backbone=LLaMA2-7B, LL...
2025.02
65.39
3.4
5.97
LLaMA2-7B
LLMs branch=16-16-None...
2025.02
64.13
0
13.2
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