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A green key on the record, left, is one Decision Insights added. It doesn't exist on the company's site or in a wire feed. The same key labels its row on the right, so you can match them directly. More on how DI enriches a record.

The record

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  "description": "DeepSpeed is an open-source deep learning optimization library from Microsoft for scalable distributed training and inference of large models.",
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What we add

Topic graph

A wire service tags a release with a category, once. It doesn't maintain a durable graph over time. We connect them to a topic graph an agent can query.

AI infrastructure https://decisioninsights.ai/term/ai-infrastructure/ Artificial Intelligence https://decisioninsights.ai/term/ai-artificial-intelligence/ Data Center https://decisioninsights.ai/term/data-center/ and 17 more

Counted facts

A protocol or open source project keeps no vendor list and publishes no figures of its own to check this against. This counts how it actually shows up across the graph -- articles that name it, the organizations named alongside it in those articles, similar projects, and organizations whose topic tags overlap with its own -- computed, not curated.

Related projects Megatron-LM, Apache MXNet, OpenVINO, Eclipse Deeplearning4j, Apache Singa, Apache SystemDS, DeepSeek, TensorRT Related organizations d-Matrix, Crusoe, PyTorch Foundation, SEMRON, Voltage Park, Ambarella, CoreWeave, Nvidia