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Thomas Wolf

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titleconferencedate
A Journey to Building a Server Driven UI Frameworkdroidcon New York 20222022-09-01
SiriusXM and Pandora build a server-driven UI to unify duplicated stacks and serve 150 million listeners across mobile, TV and embedded automotive head units…
Talk on
An Introduction to Transfer Learning in NLP and HuggingFaceML Conf EU 20202020-11-05
Survey of how large pretrained transformer models (BERT/GPT/RoBERTa/T5 and distilled variants) use sequential transfer learning: large-scale self‑supervised…
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Easy Access to SOTA NLP Models with Ray and Hugging FaceRay Summit 20202020-09-30
Hugging Face demonstrates running pretrained Transformers with the Tokenizers and Datasets libraries plus Ray Tune hyperparameter search to fine‑tune on GLUE…
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An Introduction to Transfer Learning and Hugging FaceData Science fwdays'20 online2020-08-08
Recent NLP breakthroughs are tied to pretraining on large corpora with Transformer architectures and then adapting them; Hugging Face supplies the actual…
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The democratization discussion of NLP and what it means for the industryData Science fwdays'20 online2020-08-08
Panel reports that democratization is concrete: the Hugging Face transformers hub puts pretrained models and code into three lines of use, an API for hosted…
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Transfer learning in NLPData Science fwdays'192019-09-07
Transfer learning uses large pretraining plus fast fine‑tuning and delivers state‑of‑the‑art gains: masked language modeling and autoregressive LM objectives…
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Panel discussion "NLP"Data Science fwdays'192019-09-07
Panelists report concrete moves: pretrained transformers (BERT, ELMo) drive big gains, HuggingFace’s Transformers library ships models used in benchmarks…
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