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StackPractices

Tag: nlp

Browse 3 practical software engineering resources tagged with "nlp". Discover code recipes, design patterns, documentation templates, and in-depth guides to help you build, deploy, and maintain production-ready solutions involving nlp.

Fine-Tune a Language Model for Code Generation

How to fine-tune a large language model for domain-specific code generation using LoRA, QLoRA, and custom datasets

Apply Prompt Engineering: What Works

How to write useful prompts for LLMs using role assignment, few-shot examples, chain-of-thought reasoning, and structured output formatting.

Sentiment Analysis with Python and NLTK

Score text sentiment using NLTK VADER and custom lexicons in Python.