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GPT-2 fine-tuning with ONNX Runtime – a 34% speedup in training time

opensource.microsoft.com · published 24 August 2020

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https://microsoft.github.io/onnxruntime/
microsoft.github.io
https://azure.microsoft.com/en-us/blog/onnx-runtime-is-now-open-source/
azure.microsoft.com
https://azure.microsoft.com/en-us/services/cognitive-services/
azure.microsoft.com
https://cloudblogs.microsoft.com/opensource/2020/05/19/announcing-support-for-accelerated-training-with-onnx-runtime/
cloudblogs.microsoft.com
https://github.com/microsoft/onnxruntime-training-examples/tree/master/
github.com
https://huggingface.co/transformers/model_doc/gpt2.html
huggingface.co
https://openai.com/blog/better-language-models/
openai.com
https://openai.com/
openai.com
https://huggingface.co/transformers/index.html
huggingface.co
https://blog.einstein.ai/the-wikitext-long-term-dependency-language-modeling-dataset/
blog.einstein.ai
https://www.microsoft.com/en-us/research/project/ai-at-scale/
microsoft.com
https://techcommunity.microsoft.com/t5/azure-ai/onnx-runtime-training-technical-deep-dive/ba-p/1398310
techcommunity.microsoft.com
https://github.com/microsoft/onnxruntime
github.com
https://www.microsoft.com/en-us/ignite
microsoft.com