How AK uses LLM
Productivity
A collection of articles about machine learning, quantitative trading, software development, and other technical topics. Here I share my experiences, insights, and learnings from working in these fields.
Productivity
Agent: Tool & Planning
What is Scaling Law? And will it end?
Run LLM locally with ChatBot UI.
Query and retrieve documents
How to enable tools use in LangChain
Parsing LLM structured outputs
A fundamental view of LangChain
Parameter Efficient Fine-Tuning (PEFT) is a technique designed to fine-tune models while minimizing the need for extensive resources and cost. PEFT is a grea...
Less memory for inference
Memory requirements for LLM