Definition of Pretrain. Meaning of Pretrain. Synonyms of Pretrain

Here you will find one or more explanations in English for the word Pretrain. Also in the bottom left of the page several parts of wikipedia pages related to the word Pretrain and, of course, Pretrain synonyms and on the right images related to the word Pretrain.

Definition of Pretrain

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Meaning of Pretrain from wikipedia

- D_{\text{pretrain}}}[\log(\pi _{\phi }^{\text{RL}}(x))]} where γ {\displaystyle \gamma } controls the strength of this additional term and D pretrain {\displaystyle...
- trillions of tokens"" (PDF). Wang, Boxin; Ping, Wei (2023). ""Shall We Pretrain Autoregressive Language Models with Retrieval? A Comprehensive Study""...
- followed by supervised fine-tuning on a small task-specific dataset. The pretrain dataset is typically an unlabeled large corpus, such as The Pile. Tasks...
- learning of a certain data type (e.g. text, image, audio, video) is to pretrain the model using large datasets of general context, unlabeled data. Depending...
- LSTM to a Transformer encoder, giving rise to BERT. BERT has the same pretrain-fine-tune workflow, but uses a Transformer for parallelizable training...
- asked Hinton to explain in simpler terms how the Boltzmann machine could "pretrain" backpropagation networks, Hinton quipped that Richard Feynman reportedly...
- com****tional resources and time required for model training. With the "pretrain, then finetune" method used for most large language models, there are two...
- 20. Hinton, Geoffrey; Salakhutdinov, Ruslan (2012). "A better way to pretrain deep Boltzmann machines" (PDF). Advances in Neural. 3: 1–9. Archived from...