Stable Diffusion Image-to-Image Generation on IPU

Stable Diffusion Text-to-Image Generation on IPU

Stable Diffusion Text Guided In-Painting on IPU

CV

Inference

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Training a ViT Hugging Face model in PyTorch using the IPU using your own dataset

Fine-tuning for Image Classification with Hugging Face Optimum on IPU

BERT-Large Fine Tuning on IPU

NLP

Fast sentiment analysis using pre-trained models on Graphcore IPU

Text Generation with GPT2 using IPUs

Inference for Named Entity Recognition with BERT on IPU

Fine-Tuning for Named Entity Recognition with BERT on IPU

Fine-tuning a model on a multiple choice task on IPU

Fine-tuning a model on a question-answering task on IPU

Fine-tuning a model on a summarization task on IPU

Fine-tuning a model on a text classification task on IPU

Fine-tuning a model on a token classification task on IPU

Fine-tuning a model on a translation task on IPU

Training large graphs efficiently with Cluster-GCN on IPU

Training Dynamic Graphs with Temporal Graph Networks (TGN) on IPU

Prediction of molecular properties using SchNet on IPU

Predicting of molecular properties using GPS++ on IPU (OGB-LSC)

Training for molecular property prediction using GPS++ on IPU (OGB-LSC)

Link prediction training for knowledge graphs using Distributed KGE on IPU (OGB-LSC)

Fine-tune a wav2vec 2 checkpoint for Automatic Speech Recognition (ASR) on IPU

Running Automated Speech Recognition (ASR) using a fine-tuned wav2vec 2.0 checkpoint on IPU