Providing accessibility for 20K models and data sets

Built Infrastructure for Hugging Face

ML Ops Advisory
20k

Models accessible

IPU optimization

Graphcore hardware support

Providing accessibility for 20K models and data sets case study
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Case study by
AI Hive

Led by Director of Product @ Graphcore, winner of Cog X Best Innovation: NLP Award (Graphcore x Pienso). Researchers and software engineers at the forefront of the AI revolution. This hive caters to AI requirements from ideation, design, R&D, to productization.

The challenge

To enable AI developers to collaborate on model development.

The solution

Implemented a fork of Hugging Face Optimum to support Graphcore Intelligence Processing Units (IPU), upstream changes to main HF library, port models, and create demos and notebooks.

Impact

Expanded access to Hugging Face for Graphcore community developers, making their 20K models and data sets available.

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