Published onMarch 16, 2023Getting 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 onMarch 3, 2023Controlled text-to-image generation with ControlNet on Inference Endpoints#Diffusion#Inference#HuggingFace#GenerationLearn how to deploy ControlNet Stable Diffusion Pipeline on Hugging Face Inference Endpoints to generate controlled images.Read more →
Published onFebruary 22, 2023Combine Amazon SageMaker and DeepSpeed to fine-tune FLAN-T5 XXL#T5#DeepSpeed#HuggingFace#SageMakerLearn how to fine-tune Google's FLAN-T5 XXL on Amazon SageMaker using DeepSpeed and Hugging Face Transformers.Read more →
Published onFebruary 16, 2023Fine-tune FLAN-T5 XL/XXL using DeepSpeed & Hugging Face Transformers#T5#DeepSpeed#HuggingFace#SummarizationLearn how to fine-tune Google's FLAN-T5 XXL using DeepSpeed & Hugging Face Transformers.Read more →
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 →