Discover graphcore/Gradient-HuggingFace Open Source project

PyTorch interface for the IPU

313

poptorch

poplibs

tutorials

Training material for IPU users: tutorials, feature examples, simple applications

tensorflow

TensorFlow for the IPU

The OGB-LSC is the Large Scale Competition by Open Graph Benchmark to help accelerate research into machine learning on graph structured data

ogb-lsc-pcqm4mv2

Demonstrators and experimental applications for ML using Graphcore IPUs

portfolio-examples

Graph algorithms for machine learning frameworks

poprithms

The application is a end-user training and evaluation system for standard knowledge graph embedding models. It was developed to optimise the WikiKG90Mv2 dataset

distributed-kge-poplar

Implementations and illustrative code to accompany our research publications

graphcore-research

gpt-j

Notebook for running GPT-J/GPT-J-6B – the cost-effective alternative to ChatGPT, GPT-3 & GPT-4 for many NLP tasks. Available on IPUs as a Paperspace notebook.

A collection of tutorials and examples showing how to use Graphcore's IPUs with PyTorch Lightning

pytorch-lightning-examples

PopTransformer provides a fundamental framework(including layers, operators, models, etc) that allow users to develop and run highly optimized transformer-based models(inference-only) with Poplar SDK on Graphcore IPU.

PopTransformer

legacy_drivers_and_tools

PopRT

A repository of tutorials and examples demonstrating use of PyTorch Geometric with IPUs

Gradient-Pytorch-Geometric

Poplar Advanced Runtime for the IPU

popart

A tool to accumulate license information for pip and aptitude dependencies.

popvision_graph_analyser

license-checker

demo-in-a-box

Run Dolly, the world’s first truly open instruction-tuned LLM, with your own prompts on IPUs

popvision_system_analyser

dolly-ai

Example of deployment of a NLP inference server on Gcore. Using FastAPI, Huggingface's optimum-graphcore and Github workflows.

api-deployment

Simple Server Framework provides a wrapper to add serving to an application using a minimal declarative config and utilities to package and deploy the application.

simple-server-framework

Speech Recognition (ASR) on Graphcore IPUs using OpenAI's Whisper

whisper-ai

Graphcore cloud utilities to support Paperspace functionality and user monitoring.

caas-poplar-appliance

Jinja

graphcore-cloud-tools

helm-charts

ipu_tensorflow_addons

IPU TensorFlow Addons

Notebook for Flan-T5 – an alternative to large language models like GPT-3 & GPT-4 for NLP tasks like named entity recognition and text generation.

flan-t5

keras

Keras for the IPU

A collection of addons for PopXL

popxl-addons

tgn-ipu

Notebook for running Stable Diffusion – the Generative AI alternative to Dall-E and Midjourney – on IPUs

stable-diffusion

Utils and common code for Graphcore's example applications

examples-utils

Visual Studio Code extension to support writing IPU assembly.

ipu_assembly_support

Rust

Gradient-Pytorch