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Index

2023 March

Deploy FLAN-UL2 20B on Amazon SageMaker

March 20, 2023 — GenerativeAI, SageMaker, HuggingFace, Inference

Getting started with Pytorch 2.0 and Hugging Face Transformers

March 16, 2023 — Pytorch, BERT, HuggingFace, Optimization

Controlled text-to-image generation with ControlNet on Inference Endpoints

March 3, 2023 — Diffusion, Inference, HuggingFace, Generation

2023 February

Combine Amazon SageMaker and DeepSpeed to fine-tune FLAN-T5 XXL

February 22, 2023 — T5, DeepSpeed, HuggingFace, SageMaker

Fine-tune FLAN-T5 XL/XXL using DeepSpeed & Hugging Face Transformers

February 16, 2023 — T5, DeepSpeed, HuggingFace, Summarization

Deploy FLAN-T5 XXL on Amazon SageMaker

February 8, 2023 — T5, SageMaker, HuggingFace, Inference

2023 January

Hugging Face Transformers Examples

January 26, 2023 — HuggingFace, Transformers, BERT, PyTorch

Getting started with Transformers and TPU using PyTorch

January 16, 2023 — Pytorch, BERT, HuggingFace, TPU

2022 December

Fine-tune FLAN-T5 for chat & dialogue summarization

December 27, 2022 — T5, Summarization, HuggingFace, Chat

Managed Transcription with OpenAI Whisper and Hugging Face Inference Endpoints

December 20, 2022 — Whisper, Transcription, HuggingFace, Inference

Stable Diffusion Inpainting example with Hugging Face inference Endpoints

December 15, 2022 — Diffusion, Inference, HuggingFace, Generation

2022 November

Stable Diffusion with Hugging Face Inference Endpoints

November 28, 2022 — Diffusion, Inference, HuggingFace, Generation

Document AI: LiLT a better language agnostic LayoutLM model

November 22, 2022 — DocumentAI, HuggingFace, Transformers, LayoutLM

Multi-Model GPU Inference with Hugging Face Inference Endpoints

November 17, 2022 — Inference, HuggingFace, BERT, MultiModel

Serverless Machine Learning Applications with Hugging Face Gradio and AWS Lambda

November 15, 2022 — Serverless, HuggingFace, AWS, Gradio