Gary A. Stafford – Medium

Gary A. Stafford

Gary A. Stafford

Generative AI Videos with Stability AI’s Stable Video Diffusion XT using Asynchronous Inference on…

Generating videos with Stability AI’s Stable Video Diffusion XT (SVD-XT) 1.1 foundation model on Amazon SageMaker using asynchronous…

11 min read3 days ago

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Generative AI Videos with Stability AI’s Stable Video Diffusion XT using Asynchronous Inference on…

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Gary A. Stafford

Multimodal Advertising Analysis and Creative Content Generation using Anthropic Claude 3 on Amazon…

Explore Anthropic Claude 3 foundation models’ sophisticated vision capabilities to perform multimodal advertising analysis and develop new…

14 min readApr 15, 2024

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Multimodal Advertising Analysis and Creative Content Generation using Anthropic Claude 3 on Amazon…

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Gary A. Stafford
in
Artificial Intelligence in Plain English

Creating Short Video Animations using Amazon Bedrock, Stability AI, Photoshop, and RunwayML

Learn to create short animations from a single image using Amazon Bedrock, Stability AI’s SDXL image generation model, Adobe Photoshop, and…

9 min readMar 28, 2024

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Creating Short Video Animations using Amazon Bedrock, Stability AI, Photoshop, and RunwayML

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Gary A. Stafford
in
Artificial Intelligence in Plain English

Explore the Power of Task-Specific Transformer Models with Amazon SageMaker and Hugging Face

Explore the efficiencies of specialized transformer models available from Hugging Face to accomplish specific NLP tasks in Amazon SageMaker…

16 min readMar 19, 2024

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Explore the Power of Task-Specific Transformer Models with Amazon SageMaker and Hugging Face

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Gary A. Stafford
in
Artificial Intelligence in Plain English

Combining the Power of Generative AI with the Creative Expression of Digital Art and Design

11 min readJan 4, 2024

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Combining the Power of Generative AI with the Creative Expression of Digital Art and Design

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Gary A. Stafford
in
Artificial Intelligence in Plain English

Advanced Image Generation on NVIDIA GPU-based Amazon WorkSpaces Using A1111 Stable Diffusion Web UI…

Learn how to install the Stable Diffusion Web UI from AUTOMATIC1111 and SDXL 1.0 models to Amazon WorkSpaces’ NVIDIA GPU-enabled cloud…

9 min readDec 11, 2023

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Advanced Image Generation on NVIDIA GPU-based Amazon WorkSpaces Using A1111 Stable Diffusion Web UI…

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Gary A. Stafford
in
Artificial Intelligence in Plain English

Fine-tuning Stable Diffusion XL on AWS for Generative AI-powered Product Concept Design

Fine-tuning the Latest Stable Diffusion XL 1.0 Foundation Model on AWS with DreamBooth and Hugging Face’s AutoTrain

13 min readNov 24, 2023

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Fine-tuning Stable Diffusion XL on AWS for Generative AI-powered Product Concept Design

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Gary A. Stafford

Mastering Long Document Insights: Advanced Summarization with Amazon Bedrock and Anthropic Claude 2…

Unleash the Power of Generative AI for Comprehensive Document Analysis and Summarization

19 min readOct 28, 2023

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Mastering Long Document Insights: Advanced Summarization with Amazon Bedrock and Anthropic Claude 2…

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Gary A. Stafford
in
AI Advances

Image Identification and Classification with Amazon Bedrock, OpenSearch, and OpenCLIP

Build a generative AI-powered vehicle damage assessment application on AWS using Vector Engine for Amazon OpenSearch Serverless, AI21 Labs’…

20 min readOct 14, 2023

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Image Identification and Classification with Amazon Bedrock, OpenSearch, and OpenCLIP

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Gary A. Stafford
in
Artificial Intelligence in Plain English

Using Amazon OpenSearch Serverless Vector Search and OpenAI CLIP Multimodal Model for Semantic…

Learn how to use AWS’s recently announced Amazon OpenSearch Serverless Vector Search and OpenAI CLIP multimodal model to perform image…

17 min readSep 8, 2023

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Using Amazon OpenSearch Serverless Vector Search and OpenAI CLIP Multimodal Model for Semantic…

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Gary A. Stafford

Gary A. Stafford

Area Principal Solutions Architect @ AWS | 10x AWS Certified Pro | Polyglot Developer | DataOps | GenAI | Technology consultant, writer, and speaker

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