Avi Chawla

LLMs Dec 11, 2024 • 4 min read

LoRA/QLoRA—Explained From a Business Lens

From 350 GB to 25 MB.

LLMs Dec 10, 2024 • 4 min read

...for fine-tuning other LLMs.

RAG Dec 8, 2024 • 15 min read

A deep dive into building multimodal RAG systems on real-world data (with implementation).

LLMs Dec 7, 2024 • 4 min read

Meta's latest LLM (100% Local).

Agents Dec 4, 2024 • 5 min read

...and building one with Dynamiq.

LLMs Dec 3, 2024 • 3 min read

...using Llama-3.2-vision model and Streamlit.

AI applications Dec 2, 2024 • 4 min read

...AssemblyAI + OpenAI + ElevenLabs.

RAG Dec 1, 2024 • 21 min read

A deep dive into key components of multimodal systems—CLIP embeddings, multimodal prompting, and tool calling.