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March 2026
TUTORIAL
intermediate
End-to-End (small) LLM Fine-tuning Tutorial (from data to model to live demo) | On DGX Spark
This video provides an end-to-end tutorial on fine-tuning a small language model locally, covering data preparation, the training process, and deploying a live demo on DGX Spark.
"Ladies and gentlemen, welcome to the Machine Learning Cooking Show."
Small Language Models
LLM Fine-tuning
Local Deployment
DGX Spark
Key Takeaways
- Small language models can be effectively fine-tuned on local hardware
- End-to-end workflows from data to live demo are accessible
- Practical implementation steps for SLM customization