Published onFebruary 8, 2023Deploy FLAN-T5 XXL on Amazon SageMaker#T5#SageMaker#HuggingFace#InferenceLearn how to deploy Google's FLAN-T5 XXL on Amazon SageMaker for inference.Read more →
Published onJanuary 26, 2023Hugging Face Transformers Examples#HuggingFace#Transformers#BERT#PyTorchLearn how to leverage Hugging Face Transformers to easily fine-tune your models.Read more →
Published onJanuary 16, 2023Getting started with Transformers and TPU using PyTorch#Pytorch#BERT#HuggingFace#TPULearn how to get started with Hugging Face Transformers and TPUs using PyTorch, fine-tune a BERT model for Text Classification using the newest Google Cloud TPUs.Read more →
Published onDecember 27, 2022Fine-tune FLAN-T5 for chat & dialogue summarization#T5#Summarization#HuggingFace#ChatLearn how to fine-tune Google's FLAN-T5 for chat & dialogue summarization using Hugging Face Transformers.Read more →
Published onDecember 20, 2022Managed Transcription with OpenAI Whisper and Hugging Face Inference Endpoints#Whisper#Transcription#HuggingFace#InferenceLearn how to deploy OpenAI Whisper for speech recognition and transcription using Hugging Face Inference Endpoints.Read more →
Published onDecember 15, 2022Stable Diffusion Inpainting example with Hugging Face inference Endpoints#Diffusion#Inference#HuggingFace#GenerationLearn how to deploy Stable Diffusion 2.0 Inpainting on Hugging Face Inference Endpoints to manipulate images.Read more →
Published onDecember 8, 2022Getting started with Pytorch 2.0 and Hugging Face Transformers#Pytorch#BERT#HuggingFace#OptimizationLearn how to get started with Pytorch 2.0 and Hugging Face Transformers and reduce your training time up to 2x.Read more →
Published onNovember 28, 2022Stable Diffusion with Hugging Face Inference Endpoints#Diffusion#Inference#HuggingFace#GenerationLearn how to deploy Stable Diffusion 2.0 on Hugging Face Inference Endpoints to generate images based from text.Read more →
Published onNovember 22, 2022Document AI: LiLT a better language agnostic LayoutLM model#DocumentAI#HuggingFace#Transformers#LayoutLMLearn how to fine-tune LiLt (Language independent Layout Transformer) for document-understand/document-parsing using Hugging Face Transformers.Read more →
Published onNovember 17, 2022Multi-Model GPU Inference with Hugging Face Inference Endpoints#Inference#HuggingFace#BERT#MultiModelLearn how to deploy a multiple models on to a GPU with Hugging Face multi-model inference endpoints.Read more →