APPLICATION OF GRADIENT-BASED DATA VALUATION ON LLM USING MODEL COMPRESSION AND GRADIENT COMPRESSION
model to perform a specific task or benchmark. The higher the model’s performance on the task, the greater the value of the data used to train it. However, the data valuation process itself is not cost-effective, especially for gradient-based data valuation methods. This approach calculates and stor...
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| Main Author: | |
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| Format: | Theses |
| Language: | Indonesia |
| Online Access: | https://digilib.itb.ac.id/gdl/view/87694 |
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| Institution: | Institut Teknologi Bandung |
| Language: | Indonesia |