Bill X. Huang

Colorado

Contributor at NewsBreak

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Articles

Ramen Prices Across US

1 month ago | medium.com | Bill X. Huang

Bill Huang·Follow6 min read·--Research suggests that ramen prices in major US cities are generally consistent, typically ranging from $15 to $20 per bowl. It seems likely that there are no significant price differences across cities like Los Angeles, New York City, Chicago, San Francisco, Houston, Atlanta, Minneapolis, Boston, and Miami. The evidence leans toward prices being similar due to the standardization of ramen restaurants and cost of living variations being balanced by market competition.
DeepSeed-R1 Local API & Chatbot in Action

2 months ago | medium.com | Bill X. Huang

Bill Huang·Follow4 min read·--The rise of open-source reasoning models like DeepSeek-R1 enables developers to run powerful AI locally without relying on cloud services. This technology has recently created a hype on the internet, and you may be wondering how to take advantage of this model locally.
DeepSeed-R1 in Theory(Beginner Friendly)

2 months ago | medium.com | Bill X. Huang

Bill Huang·Follow6 min read·--DeepSeek R1 is a groundbreaking AI model that’s turning heads in the tech world with its remarkable blend of intelligence and efficiency. It’s designed to reason like humans and is the first AI to develop advanced reasoning capabilities purely through reinforcement learning, marking a significant milestone in AI development. Let's break down what makes it special with some easy-to-understand Q&A pairs.
Agent Flow with LangGraph in Action

Jan 19, 2025 | medium.com | Bill X. Huang

Bill Huang·Follow5 min read·--The concept of AI agents has gained significant popularity recently, particularly in how Large Language Models (LLMs) can be leveraged for reasoning and action-taking. In this article, I’ll demonstrate how to build an intelligent agent using LangGraph. By the end of this article, you’ll understand:Core concepts of Agent-based workflowsHow to build an agent with action flows using LangChainWhen building LLM-powered AI features, we often have a clear process in mind.
GUEST OPINION: To secure peace in the Indo-Pacific, include Taiwan in the UN

Sep 20, 2024 | gazette.com | Bill X. Huang

Taiwan is an indispensable partner in global supply chains, producing more than 90% of the world’s high-end semiconductors and a significant portion of the advanced chips that are driving the AI revolution. Moreover, half of the world’s seaborne trade passes through the Taiwan Strait, making it a key international waterway.
China’s Highest Court Highlights Guidance on Termination Certificate Guidelines Set by Appellate Court | JD Supra

Mar 25, 2024 | jdsupra.com | Bill X. Huang |K Lesli Ligorner

The Supreme People’s Court of the People’s Republic of China (PRC) recently confirmed guidance on the contents of termination certificates, which employers in the PRC are required to issue to evidence the end of an employment relationship. Multinational companies in China should review their template termination certificates and the related practice in accordance with the guidance to ensure compliance and reduce the risk of a dispute.
China’s Highest Court Highlights Guidance on Termination Certificate Guidelines Set by Appellate Court

Mar 24, 2024 | morganlewis.com | K Lesli Ligorner |Bill X. Huang

The Supreme People’s Court of the People’s Republic of China (PRC) recently confirmed guidance on the contents of termination certificates, which employers in the PRC are required to issue to evidence the end of an employment relationship. Multinational companies in China should review their template termination certificates and the related practice in accordance with the guidance to ensure compliance and reduce the risk of a dispute.
Life Sciences Industry Offers Investors High Risks, Rewards, Hong Kong Business

Mar 17, 2024 | morganlewis.com | K Lesli Ligorner |Bill X. Huang

Partner Lesli Ligorner and managing associate Bill Huang spoke with Hong Kong Business about how Asian investors are navigating regulatory, intellectual property (IP), and national security challenges in the life sciences industry.
Fine-Tune LLM in Action: Mixtral-8x7B

Mar 4, 2024 | medium.com | Bill X. Huang

Fine-tuning LLMs, such as Mixtral-8x7B, is key to excelling in NLP tasks by tailoring them with custom datasets for specific fields like finance or health. This article will cover:Essential fine-tuning concepts and techniques. How to fine-tune Mixtral-8x7B with Ludwig for domains like health. Mixtral-8x7B is a cutting-edge open-source language model that excels in generating text. It outperforms or matches other leading models like Llama 2 70B and GPT-3.5 in most benchmarks.
Chatbot with LLM and RAG in Action

Feb 28, 2024 | medium.com | Bill X. Huang

Hello friends, in this article I will guild you through creating a cutting-edge chatbot for recommender with the power of LLM and with advanced retrieval technology to handle complex questions with ease. By the end, you’ll learn how to:Build vector space for RAGBuild Chatbot power with LLM using LangChainMake chatbot’s decison smarter with AgentLLMs, such as GPT-4, Llama 2, Mixtral 8x7B, have revolutionized the way machines understand and interact with human language.