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Change Log

September, 15th 2023

  • Added notebook script to fine-tune deepmind/language-perceiver model using torch-neuronx.
  • Added notebook script to fine-tune clip-large model using torch-neuronx.
  • Added SD XL Base+Refiner inference sample script using torch-neuronx.
  • Upgraded default diffusers library from 0.14.0 to latest 0.20.2 in Stable Diffusion 1.5 and Stable Diffusion 2.1 inference scripts.
  • Removed the deprecated --model-type=transformer-inference flag from Llama-2-13B model inference sample using transformers-neuronx

August, 28th 2023

  • Added sample script for LLaMA V2 13B model inference using transformers-neuronx
  • Added samples for training GPT-NEOX 20B and 6.9B models using neuronx-distributed
  • Added sample scripts for CLIP and Stable Diffusion XL inference using torch-neuronx
  • Added sample scripts for vision and language Perceiver models inference using torch-neuronx
  • Added camembert training/finetuning example for Trn1 under hf_text_classification in torch-neuronx
  • Updated Fine-tuning Hugging Face BERT Japanese model sample in torch-neuronx
  • Updated OPT and GPT-J transformers-neuronx inference samples to install transformers-neuronx from whl instead of using github repo
  • Upgraded numpy package to 1.21.6 in GPT-2 and several training samples under hf_text_classification in torch-neuronx
  • Removed pinning of torch-neuron and tensorflow-neuron libraries and other minor changes in several of torch-neuron and tensorflow-neuron Inf1 inference samples.

February, 23rd 2023

  • Added OPT-13B, OPT-30B, OPT-66B inference examples under transformers-neuronx
  • Added distilbert-base-uncased training/finetuning example for Trn1 under torch-neuronx

November, 7th 2022

  • Added Fine-tuning Hugging Face BERT Japanese model sample

November,4th 2022

  • Added HuggingFace Vision Transformer (ViT)training examples for Trn1 under torch-neuronx.

October,27th 2022

  • Added HuggingFace GPT2 training examples for Trn1 under torch-neuronx.
  • Added 7 Pytorch training examples for Trn1 under torch-neuronx.

October,10th 2022

  • Added 20 Pytorch inference examples for Inf1 under torch-neuron.
  • Added 1 TensorFlow inference example for Inf1 under tensorflow-neuron.
  • Added 2 Pytorch inference examples for Inf1 under torch-neuronx.

Known Issues

  • NA