Machine Learning Plus

machine learning + Unsloth Fine-Tuning — Train LLMs 2x Faster with 70% Less Memory machinelearningplus.com

20 min

Gen AI

Unsloth Fine-Tuning — Train LLMs 2x Faster with 70% Less Memory

Fine-tune LLMs with Unsloth — 2x faster training, 70% less GPU memory. Step-by-step guide with LoRA, QLoRA, code examples, and deployment tips.

fine-tune Llama LLM fine-tuning LoRA

machine learning + How to Build a Custom Instruction Dataset for LLM Fine-Tuning machinelearningplus.com

28 min

Machine Learning

How to Build a Custom Instruction Dataset for LLM Fine-Tuning

Learn how to build a custom instruction dataset for LLM fine-tuning — covering Alpaca, ShareGPT, and DPO formats, quality filtering, synthetic data generation, token...

custom instruction dataset HuggingFace datasets instruction dataset fine-tuning

Unsloth Fine-Tuning — Train LLMs 2x Faster with 70% Less Memory

How to Build a Custom Instruction Dataset for LLM Fine-Tuning

Machine Learning A-Z™: Hands-On Python & R In Data Science

Free Sample Videos:

#LLM fine-tuning

Unsloth Fine-Tuning — Train LLMs 2x Faster with 70% Less Memory

How to Build a Custom Instruction Dataset for LLM Fine-Tuning

Python.SQL. NumPy. All free.

Machine Learning A-Z™: Hands-On Python & R In Data Science

Free Sample Videos:

Machine Learning A-Z™: Hands-On Python & R In Data Science

Machine Learning A-Z™: Hands-On Python & R In Data Science

Machine Learning A-Z™: Hands-On Python & R In Data Science

Machine Learning A-Z™: Hands-On Python & R In Data Science

Machine Learning A-Z™: Hands-On Python & R In Data Science

Python.
SQL. NumPy.
All free.