Efficient Large Language Model training with LoRA and Hugging Face
March 23, 2023 — GenerativeAI, LoRA, HuggingFace, Training
Index
2023 March
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
Controlled text-to-image generation with ControlNet on Inference Endpoints
March 3, 2023 — Diffusion, Inference, HuggingFace, Generation
2023 February
Combine Amazon SageMaker and DeepSpeed to fine-tune FLAN-T5 XXL
February 22, 2023 — T5, DeepSpeed, HuggingFace, SageMaker
Fine-tune FLAN-T5 XL/XXL using DeepSpeed & Hugging Face Transformers
February 16, 2023 — T5, DeepSpeed, HuggingFace, Summarization
Deploy FLAN-T5 XXL on Amazon SageMaker
February 8, 2023 — T5, SageMaker, HuggingFace, Inference
2023 January
2022 December
Fine-tune FLAN-T5 for chat & dialogue summarization
December 27, 2022 — T5, Summarization, HuggingFace, Chat
Managed Transcription with OpenAI Whisper and Hugging Face Inference Endpoints
December 20, 2022 — Whisper, Transcription, HuggingFace, Inference
Stable Diffusion Inpainting example with Hugging Face inference Endpoints
December 15, 2022 — Diffusion, Inference, HuggingFace, Generation
2022 November
Stable Diffusion with Hugging Face Inference Endpoints
November 28, 2022 — Diffusion, Inference, HuggingFace, Generation
Document AI: LiLT a better language agnostic LayoutLM model
November 22, 2022 — DocumentAI, HuggingFace, Transformers, LayoutLM
Multi-Model GPU Inference with Hugging Face Inference Endpoints
November 17, 2022 — Inference, HuggingFace, BERT, MultiModel