BLOGS

Recent Thoughts

Jun 30 Thoughts

LightEval - Test any LLM against any Benchmark with 1 CLI Command

Multimodality Explained. Part III: Fission

Multimodality Explained. Part II: Coordination

Multimodality Explained. Part I: Fusion.

AI Engineer’s Guide To Building Autonomous AI Agents in 2 Mins

Apr 24 Thoughts

Apr 10 Thoughts

Turn any YT Video into a Content-Making Machine with Claude-3 and Lightning AI

Build a Personal ML Model Registry with Replicate in 5 mins

Build Your Own Liquid Neural Network with PyTorch

4-Bit VS 8-Bit Quantization Performance Comparison on Llama-2 and Falcon-7B

Biology Foundation Models, Explained Intuitively

LitGPT — Fastest Way To FineTune Llama-2 with LoRa

8-Bit LLM Quantization with Lightning Fabric

Arcadia: Put your LLMs to Work — Part IV: Putting It All Together

Arcadia: Put your LLMs to Work — Part III: Stripe for Automated API Billing

Arcadia: Put your LLMs to Work — Part II: Full Platform Implementation

Arcadia: Put your LLMs to Work — Part I: Setup

RAG Evaluation with LLM-as-a-Judge + Synthetic Dataset Creation

February 29, 2024

How VCs Technically Evaluate AI Startups

February 29, 2024

I’d Much Rather Maximize than Optimize

February 23, 2024

The History, Past, and Future of Large Language Models

February 18, 2024

Frame of Reference in Startup Innovation

February 18, 2024

Nobody’s Safe from LLM Prompt Injection

February 18, 2024

Build Your Own RLHF LLM - Forget Human Labelers!

February 10, 2024

I Compared PEFT-Lora vs Full Fine-Tune on Open AI’s Whisper

January 30, 2024

Stable Diffusion, Intuitively and Exhaustively Explained

January 30, 2024

Direct Preference Optimization, Intuitively Explained

January 30, 2024

3 Steps to Turn a Skill into a Sellable Business

January 30, 2024

Business = Profit Maximization

January 30, 2024

Google Gemini VS GPT-4

January 30, 2024

Why Conservatism Increases Over Time?

January 28, 2024

The S-Curve of LLMs

January 28, 2024

I Tested Apple’s New MLX Framework Against Torch on M2 AirMLX vs Torch on BERT

January 25, 2024

Greatness