Cold Start Problem

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Beyond the Lab: Is Synthetic Data Generation Practical for Real-World LLMs?

June 14, 2025

Exploring the real-world viability of synthetic data for LLMs, with insights on fine-tuning smaller models, tackling latency, and resources for practical application.

Synthetic Data Llm Real-World Applications Fine-Tuning Model Distillation Data Scarcity Data Privacy Data Quality Cold Start Problem Nlp