Baicen XiaoUnderstand Classifier Guidance and Classifier-free Guidance in diffusion models via Python…We introduce conditional controls in diffusion models in generative AI, which involves classifier guidance and classifier-free guidance.7 min read·Apr 28, 2024----
Baicen XiaoAn Overview of Large Multi-modal Models (LMMs): Part 1We will walk through some of the most prominent large multi-modal models including CLIP, ALBEF, COCA, VLMo, BLIP, and BEITv3.15 min read·Mar 10, 2024----
Baicen XiaoHands-on: Mixture of Experts with TransformersIntroduce a simple way of creating the Mixture of Experts (MoE) framework with Transformers5 min read·Feb 26, 2024--1--1
Baicen XiaoSome basic knowledge of LLM: Parameters and Memory EstimationHow to estimate memory usage for LLM3 min read·Jan 14, 2024--1--1
Baicen Xiao9. How to make CoreML model updatable.The goal of this article is to provide hands-on experience on how to make CoreML models updatable on devices.·10 min read·Jan 7, 2024----
Baicen Xiao8. Updatable ONNX model deployment using C++ runtimeIn this article, we will walk through the process of training an updatable ONNX model using the ONNX C++ training runtime.·6 min read·Jan 1, 2024----
Baicen Xiao7. Integrate updatable ONNX model into an iOS projectIn this article, we build upon our previous discussions and take a significant step forward: integrating an updatable ONNX model into an…·9 min read·Dec 29, 2023----
Baicen Xiao6. Make ONNX model trainable on deviceIn this article, we explore the process of making ONNX models updatable, allowing them to be trained directly on user-end devices.·5 min read·Dec 27, 2023----
Baicen Xiao5. Cross-platform ONNX model deployment: A C++ runtime hands-on guideWe dive into testing ONNX models using C++ runtime, which can ensures our model is ready for deployment across different platforms.·5 min read·Dec 25, 2023----
Baicen Xiao4. integrate an ONNX model into an iOS projectIn this article of our on-device machine learning series, we turn our attention to integrating ONNX models into iOS applications.7 min read·Dec 24, 2023----
