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 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 →
Published onNovember 15, 2022Serverless Machine Learning Applications with Hugging Face Gradio and AWS Lambda#Serverless#HuggingFace#AWS#GradioLearn how to deploy a Hugging Face Gradio Application using Hugging Face Transformers to AWS Lambda for serverless workloads.Read more →
Published onNovember 8, 2022Accelerate Stable Diffusion inference with DeepSpeed-Inference on GPUs#Diffusion#DeepSpeed#HuggingFace#OptimizationLearn how to optimize Stable Diffusion for GPU inference with a 1-line of code using Hugging Face Diffusers and DeepSpeed.Read more →