这些模型系列涵盖各种尺寸,从 Flan-T5-small(80M 参数)到 PaLM 和 U-PaLM(540B 参数)。对于每个模型,我们应用相同的训练过程,除了一些超参数:学习率、批量大小、dropout 和微调步骤。我们使用恒定的学习率计划并使用 Adafactor 优化器进行微调(Shazeer 和 Stern,2018)。我们使用packing(Raffel et al., 2020)将...
Google 去年提出了 FLAN，一个基于 finetune 的 GPT 模型。它的模型结构和 GPT 相似。但是不同于 GPT...
arxiv_latex_cleaner Corrected small typo in README. Mar 27, 2019 assemblenet Open-sourcing the code for "CLIP as RNN: Segment Countless Visual Con… Jan 23, 2024 assessment_plan_modeling Open-sourcing the code for "CLIP as RNN: Segment Countless Visual Con… Jan 23, 2024 attentional_adapter...
ul2 Update UL2 README to fix FLAN-UL2 checkpoint path. Apr 3, 2023 uncertainties update header Mar 29, 2023 understanding_convolutions_on_graphs Open-source Colab notebook for spectral representations of natural im… Jun 30, 2021 universal_embedding_challenge update header Mar 29, 2023 unproces...
t5_closed_book_qa Open-sourcing the code for "CLIP as RNN: Segment Countless Visual Con… Jan 23, 2024 tabnet Open-sourcing the code for "CLIP as RNN: Segment Countless Visual Con… Jan 23, 2024 tag Improve instructions to reproduce TAG. Jan 7, 2022 talk_about_random_splits Open-sourci...
t5_closed_book_qa Open-sourcing the code for "CLIP as RNN: Segment Countless Visual Con… Jan 23, 2024 tabnet Open-sourcing the code for "CLIP as RNN: Segment Countless Visual Con… Jan 23, 2024 tag Improve instructions to reproduce TAG. Jan 7, 2022 talk_about_random_splits Open-sourci...
flax_models Redirect users of T5X to new repo. Nov 5, 2021 floatseg Opensourcing code for "FLOAT: Factorized Learning of Object Attribute… Jul 12, 2022 flood_forecasting Add the flood forecasting inundation models colab. Mar 17, 2022 fractals_language Adding "open in colab" button to a ...
They compared the strengths of PaLM and GPT-3.5-Turbo as the LLMs and ATAE-LSTM, flan-t5-large-absa, and DeBERTa as the NLP models. They used a wide range of product review datasets ranging from clothing to hotels. They obtained good accuracy with DeBERTa for tasks that do not require...
t5_closed_book_qa Open-sourcing the code for "CLIP as RNN: Segment Countless Visual Con… Jan 23, 2024 tabnet Open-sourcing the code for "CLIP as RNN: Segment Countless Visual Con… Jan 23, 2024 tag Improve instructions to reproduce TAG. Jan 7, 2022 talk_about_random_splits Open-sourci...