A guide to deploying open-source Large Language Models (LLMs) like Falcon using Hugging Face's managed Inference Endpoints service.
A technical guide on deploying open-source Large Language Models (LLMs) from Amazon S3 to Amazon SageMaker using Hugging Face's LLM Inference Container within a VPC.
A technical guide on deploying the open-source Falcon 7B and 40B large language models to Amazon SageMaker using the Hugging Face LLM Inference Container.
Guide to deploying open-source LLMs like BLOOM and Open Assistant to Amazon SageMaker using Hugging Face's new LLM Inference Container.
Tutorial on fine-tuning and deploying the Donut model for OCR-free document understanding using Hugging Face and Amazon SageMaker.
A technical tutorial on fine-tuning a 20B+ parameter LLM using PyTorch FSDP and Hugging Face on Amazon SageMaker's multi-GPU infrastructure.
Introduces IGEL, an instruction-tuned German large language model based on BLOOM, for NLP tasks like translation and QA.
A technical guide on fine-tuning the large FLAN-T5 XXL model efficiently using LoRA and Hugging Face libraries on a single GPU.
A technical guide on deploying Google's FLAN-UL2 20B large language model for real-time inference using Amazon SageMaker and Hugging Face.
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.
