All Masterclasses

Live Workshop · 3.5 hours · 1 Modules

Saturday • 2:00 PM - 5:30 PM IST

Fine-Tuning LLMs with LoRA & QLoRA

Train custom language models on consumer hardware. This workshop covers the complete fine-tuning pipeline from dataset preparation to deployment. Learn LoRA and QLoRA techniques that enable training 7B+ parameter models on 16GB GPUs, with practical guidance on when fine-tuning beats prompting.

ML Research Engineer

Fine-tuned production LLMs

Fine-Tuning LLMs with LoRA & QLoRA
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Workshop Date

Bundle discount: up to 33% off

What You'll Get

3.5 hours intensive hands-on workshop
Fine-tune on consumer hardware (16GB GPU)
Complete dataset-to-deployment pipeline
QLoRA for memory-efficient training
Multiple deployment options including local
Deploy with Ollama for local inference

Workshop Modules

6 Modules

Your Instructor

ML Research Engineer

Fine-tuned production LLMs

Specialized in efficient LLM training and deployment. Expert in LoRA, quantization techniques, and model serving infrastructure.

What Students Say

"The QLoRA section was exactly what I needed. Trained a domain-specific model on my RTX 4090 that outperforms GPT-4 for our use case."

Arun K.

ML Engineer, Leading AI startup

"Clear decision framework for when to fine-tune vs prompt. Saved us from an expensive fine-tuning project that RAG handled better."

Sneha R.

Data Scientist, Leading fintech

Prerequisites

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