Train LLMs using QLoRA on Amazon SageMaker
July 13, 2023 — GenerativeAI, HuggingFace, LLM, SageMaker
Index
2023 July
2023 June
Optimize & Deploy BERT on AWS inferentia2
June 28, 2023 — Inferentia, HuggingFace, BERT, NLP
Securely deploy LLMs inside VPCs with Hugging Face and Amazon SageMaker
June 20, 2023 — GenerativeAI, HuggingFace, SageMaker, LLM
Deploy Falcon 7B & 40B on Amazon SageMaker
June 7, 2023 — GenerativeAI, HuggingFace, SageMaker, LLM
Fine-tune BERT for Text Classification on AWS Trainium
June 6, 2023 — Trainium, HuggingFace, BERT, NLP
2023 May
Introducing the Hugging Face LLM Inference Container for Amazon SageMaker
May 31, 2023 — GenerativeAI, HuggingFace, SageMaker, LLM
Generative AI for Document Understanding with Hugging Face and Amazon SageMaker
May 23, 2023 — GenerativeAI, HuggingFace, SageMaker, Donut
How to scale LLM workloads to 20B+ with Amazon SageMaker using Hugging Face and PyTorch FSDP
May 2, 2023 — Huggingface, GenerativeAI, GPT, SageMaker
2023 April
Setting up AWS Trainium for Hugging Face Transformers
April 25, 2023 — AWS, HuggingFace, BERT, Trainium
Train and Deploy BLOOM with Amazon SageMaker and PEFT
April 13, 2023 — GenerativeAI, SageMaker, HuggingFace, BLOOM
Introducing IGEL an instruction-tuned German large Language Model
April 4, 2023 — GenerativeAI, LLM, Transformers, German
2023 March
Efficient Large Language Model training with LoRA and Hugging Face
March 23, 2023 — GenerativeAI, LoRA, HuggingFace, Training
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