Published onMay 31, 2023Introducing the Hugging Face LLM Inference Container for Amazon SageMaker#GenerativeAI#HuggingFace#SageMaker#LLMLearn how to deploy the open-source LLMs, like BLOOM to Amazon SageMaker for inference using the new Hugging Face LLM Inference Container.Read more →
Published onMay 23, 2023Generative AI for Document Understanding with Hugging Face and Amazon SageMaker#GenerativeAI#HuggingFace#SageMaker#DonutLearn how to fine-tune Donut-base a Generative AI model for document-understand/document-parsing using Hugging Face Transformers and Amazon SageMaker.Read more →
Published onMay 2, 2023How to scale LLM workloads to 20B+ with Amazon SageMaker using Hugging Face and PyTorch FSDP#Huggingface#GenerativeAI#GPT#SageMakerLearn how to fine-tune LLMs on multi-node setups using Amazon SageMaker and Hugging Face Transformers with PyTorch FSDPRead more →
Published onApril 13, 2023Train and Deploy BLOOM with Amazon SageMaker and PEFT#GenerativeAI#SageMaker#HuggingFace#BLOOMLearn how to fine-tune BLOOMZ 7B with Amazon SageMaker on a Single GPU using LoRA Hugging Face Transformers.Read more →
Published onApril 4, 2023Introducing IGEL an instruction-tuned German large Language Model#GenerativeAI#LLM#Transformers#GermanIGEL (Instruction-based German Language Model) is an LLM designed for German language understanding tasks, including sentiment analysis, language translation, and question answering.Read more →
Published onMarch 23, 2023Efficient Large Language Model training with LoRA and Hugging Face#GenerativeAI#LoRA#HuggingFace#TrainingLearn how to fine-tune Google's FLAN-T5 XXL on a Single GPU using LoRA And Hugging Face Transformers.Read more →
Published onMarch 20, 2023Deploy FLAN-UL2 20B on Amazon SageMaker#GenerativeAI#SageMaker#HuggingFace#InferenceLearn how to deploy Google's FLAN-UL 20B on Amazon SageMaker for inference.Read more →