ABOUT THIS COURSE
Bangla is severely under-served by current LLMs. In this professional-track course you will assemble a Bangla instruction dataset, fine-tune a 7B model with LoRA, build an evaluation harness with native speakers, and deploy a chat product.
WHAT YOU'LL LEARN
- 01
Curate a 50k-row Bangla instruction set
- 02
LoRA-fine-tune a 7B base model
- 03
Build a Bangla-native eval harness
- 04
Deploy chat with streaming and citations
CURRICULUM
MODULE 01Bangla Dataset Engineering1 lessons
- LABBuild a 50k instruction dataset180m
MODULE 02LoRA Fine-Tuning2 lessons
- VIDEOWhy LoRA, not full fine-tune22m
- LABFine-tune a 7B base on Bangla240m
MODULE 03Evaluation1 lessons
- LABNative-speaker eval harness90m
MODULE 04Production Chat1 lessons
- PROJECTCapstone: ship a Bangla chat app240m