Yu-Cheng Tsai – Medium

Yu-Cheng Tsai

Published in
Data Science Collective

Building an LLM Agent with N8N and Open-WebUI

A Hands-On Perspective from a Machine Learning Developer

Mar 22

Building an LLM Agent with N8N and Open-WebUI

Mar 22

Published in
Towards AI

Achieve OpenAI o1-mini Level Reasoning with Open-Source Models

Performing Supervised Fine-Tuning (SFT) on DeepSeek R1’s Distilled Models with Your Domain Data

Feb 4

Achieve OpenAI o1-mini Level Reasoning with Open-Source Models

Feb 4

Published in
TDS Archive

Building a Local Voice Assistant with LLMs and Neural Networks on Your CPU Laptop

A practical guide to run lightweight LLMs using python

Nov 19, 2024

Building a Local Voice Assistant with LLMs and Neural Networks on Your CPU Laptop

Nov 19, 2024

Published in
Sage Ai

A Practical Guide: Fine-Tuning Large Language Models with HuggingFace

Co-authors: Srijith Rajamohan, Ahmed Salhin, Todd Cook, Josh Frazier

Oct 23, 2024

A Practical Guide: Fine-Tuning Large Language Models with HuggingFace

Oct 23, 2024

Published in
TDS Archive

A Step-by-Step Guide to Build a Graph Learning System for a Movie Recommender

Built with PyTorch Geometric and using MovieLens DataSet

Sep 11, 2024

A Step-by-Step Guide to Build a Graph Learning System for a Movie Recommender

Sep 11, 2024

Published in
Sage Ai

Tech for Good: Advancing Math Education Through AI and Enhanced UX

Leveraging Machine Learning and AI to Transform Educational Experiences and Outcomes

Jul 3, 2024

Tech for Good: Advancing Math Education Through AI and Enhanced UX

Jul 3, 2024

Published in
TDS Archive

Transforming Next-Token Prediction into Classification with LLMs

From tokens to labels: Performing classification with large language models

Jun 20, 2024

Transforming Next-Token Prediction into Classification with LLMs

Jun 20, 2024

Published in
TDS Archive

Are GPTs Good Embedding Models

A surprising experiment to show that the devil is in the details

May 18, 2024

Are GPTs Good Embedding Models

May 18, 2024

Published in
Sage Ai

Demystify Transformers: A Guide to Scaling Laws

Unpacking Transformer Technologies and Scaling Strategies

Apr 30, 2024

Demystify Transformers: A Guide to Scaling Laws

Apr 30, 2024

Published in
Sage Ai

Unlocking Parent-Child Interactions: Advancing Video Understanding with Multi-Modal LLMs

Revolutionizing Video Analysis: Demystifying Parent-Child Dynamics with Advanced AI Tools

Sep 26, 2023

Unlocking Parent-Child Interactions: Advancing Video Understanding with Multi-Modal LLMs

Sep 26, 2023

Yu-Cheng Tsai

Yu-Cheng Tsai

A data scientist passionate about innovative AI products. Ph.D. MAE from Princeton University and work at Sage AI. https://www.linkedin.com/in/yu-cheng-tsai/

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