PinnedMinyang ChenIntroduction of PAVAI Prototypes: LLM-based implementation of Voice User Interface (VUI) Private…Previously, I wrote a post on why offline voice assistant is the future. Developing a private, offline voice-based AI assistant has been on…8 min read·Jan 2, 2024----
PinnedMinyang ChenOne year later… ChatGPT vs Open source LLMsSince ChatGPT launched on November 30, 2022. the race to develop an open source model that can match ChatGPT like experience started…8 min read·Nov 8, 2023----
PinnedMinyang ChenTest Drive Fast Inference via Speculative Decoding without QuantizationLarge autoregressive models, notably large Transformers (Vaswani et al., 2017), are much more capable than smaller models, as is evidenced…13 min read·Oct 9, 2023--1--1
PinnedMinyang ChenFinetune LLM to convert a receipt image to json or xmlMotivation10 min read·Oct 7, 2023--4--4
PinnedMinyang ChenFine-tuning LLM Model (Llama2) for inverse information generation(reverse-thinking)7 min read·Aug 13, 2023--1--1
Minyang ChenThe Art of Model Blending and MoErgesIn this article, I will share my views on the innovative method of model blending techniques and algorithms, and discuss the results of my…11 min read·Mar 14, 2024----
Minyang ChenState of “Function Calling” in LLMLast year, OpenAI introduced a new function-calling capability in the Chat Completions API, which you can find here. With this feature, you…5 min read·Mar 8, 2024----
Minyang ChenPolylith ArchitectureI have recently begun experimenting with Poly Architecture for the development of Python projects and have found it to be an excellent…6 min read·Mar 7, 2024----
Minyang ChenCreating a tiny vector store from scratchSometimes I found that constructing a small version of something from scratch can be a helpful way to learn new concepts. In this article…6 min read·Mar 7, 2024----
Minyang ChenPart-3: Pavai.Workspace (productivity focus AI workspace)You may have heard that creating an organized workspace can help minimize distractions and improve focus on the task at hand. In this…5 min read·Mar 6, 2024----
