A technical guide on deploying the FLAN-T5-XXL large language model for real-time inference using Amazon SageMaker and Hugging Face.
A tutorial on fine-tuning Google's FLAN-T5 model for summarizing chat and dialogue using the samsum dataset and Hugging Face Transformers.
A tutorial on deploying OpenAI's Whisper speech recognition model using Hugging Face Inference Endpoints for scalable transcription APIs.
A tutorial on using Hugging Face Inference Endpoints to deploy and run Stable Diffusion 2 for AI image inpainting via a custom API.
A tutorial on deploying Stable Diffusion 2.0 for image generation using Hugging Face Inference Endpoints and integrating it via an API.
A tutorial on fine-tuning the LiLT model for language-agnostic document understanding and information extraction using Hugging Face Transformers.
Learn how to deploy multiple ML models on a single GPU using Hugging Face Inference Endpoints for scalable, cost-effective inference.
A tutorial on deploying a Hugging Face Gradio machine learning app for sentiment analysis to AWS Lambda using a serverless architecture.
A technical guide on deploying the Stable Diffusion text-to-image model to Amazon SageMaker for real-time inference using the Hugging Face Diffusers library.
A tutorial on deploying the T5 11B language model for inference using Hugging Face Inference Endpoints on a budget.
A tutorial on deploying the LayoutLM document understanding model using Hugging Face Inference Endpoints for production API integration.
A tutorial on creating custom inference handlers for Hugging Face Inference Endpoints to add business logic and dependencies.
A tutorial on fine-tuning the Donut model for document parsing using Hugging Face Transformers and the SROIE dataset.
Learn to optimize Hugging Face Transformers models using Optimum and ONNX Runtime for faster inference with dynamic quantization.
Guide to setting up a deep learning environment on AWS using Habana Gaudi accelerators and Hugging Face libraries for transformer models.
Compares Amazon SageMaker's four inference options for deploying Hugging Face Transformers models, covering latency, use cases, and pricing.
A tutorial on deploying Hugging Face's wav2vec2 model on Amazon SageMaker for automatic speech recognition using the updated SageMaker SDK.
A guide to deploying Hugging Face's DistilBERT model for serverless inference using Amazon SageMaker, including setup and deployment steps.
Guide to deploying a Sentence Transformers model on Amazon SageMaker for generating document embeddings using Hugging Face's Inference Toolkit.
A workshop series on using Hugging Face Transformers with Amazon SageMaker for enterprise-scale NLP, covering training, deployment, and MLOps.
