Author: Jackie Chen

Image-Reader: A project to explore Claude 3 Vision Capabilities


A week ago, AWS announced that Anthropic's Claude 3 Sonnet model now available on Amazon Bedrock. I am so eager to give it a try, especially its vision capabilities, as it is the first multimodal foundation model in Amazon Bedrock excluding embedding models. According to Anthropic's introduction, the Claude 3 family is smarter, faster and … Continue reading Image-Reader: A project to explore Claude 3 Vision Capabilities →

Increase max input length for HuggingFace model in SageMaker deployment


I deployed HuggingFace zephyr-7b-beta model to SageMaker by using the default deploy.py script. When trying to invoke the model endpoint, I received the error "ValueError: Error raised by inference endpoint: An error occurred (ModelError) when calling the InvokeEndpoint operation: Received client error (422) from primary with message "{"error":"Input validation error: inputs must have less than … Continue reading Increase max input length for HuggingFace model in SageMaker deployment →

Use Amazon Q to create a Tax Return Assistant


Loads of new announcements were made in the last couple days in re:Invent 2023. Since I am particularly interested in the GenAI space, I shared those updates with my team and customers in the format of a Christmas menu 🙂 Personally, the Chef's Special (Amazon Q) is my favourite. In one sentence, it is a … Continue reading Use Amazon Q to create a Tax Return Assistant →