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In-depth discussions on machine learning and data science.


Low-Rank Adaptation (LoRA)

Low-Rank Adaptation (LoRA)

A lightweight training method that reduces the number of trainable parameters

February 18, 2024

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Tokenization

Tokenization

Understand the role of tokens in natural language processing.

February 10, 2024

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Cost-Efficient Fine-Tuning For Structured Outputs

Cost-Efficient Fine-Tuning For Structured Outputs

Quantizing models to reduce cost of fine-tuning for structured outputs

January 9, 2024

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