5 Essential Tips to Optimize Your Language Models

Manikandan

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1. Prompt Engineering

Get better outputs by crafting precise prompts with clear instructions and examples.

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2. Retrieval Augmented Generation (RAG)

Use Retrieval-Augmented Generation to add context and improve model accuracy.

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3. Fine-tuning Your Model

Personalize your model by training it on targeted data for specific tasks.

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4. Hyperparameter Tuning

Enhance performance by fine-tuning key settings like learning rate and batch size.

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5. Model Compression and Pruning

Shrink your model with compression and pruning to deploy on limited-resource devices.

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