Nov 4, 2023 · It distributes a long sequence into segments among GPUs, with each GPU computing a partial self-attention for its segment. Then, it uses a fused ...
Nov 8, 2023 · Transformer models trained on long sequences often achieve higher accuracy than short sequences. Unfortunately, conventional transformers ...
Nov 7, 2023 · It distributes a long sequence into segments among GPUs, with each GPU computing a partial self-attention for its segment. Then, it uses a fused ...
Nov 9, 2023 · It distributes a long sequence into segments among GPUs, with each GPU computing a partial self-attention for its segment. Then, it uses a fused ...
This paper presents a novel and efficient distributed training method, the Long Short-Sequence Transformer (LSS Transformer), for training transformer with ...
Nov 7, 2023 · Ultra-Long Sequence Distributed Transformer Presents an efficient distributed training method for training transformer with long sequences ...
Jun 4, 2023 · Interesting results: The Longformer was pre-trained on masked language modelling (MLM) and fine-tuned for 6 NLP tasks, and can process sequences ...
Missing: Ultra- Distributed
Aug 4, 2022 · I have very long genome sequences where I have to do some classification stuff on top. What I want to try is to use a transformer to predict ...
Missing: Ultra- Distributed
Dec 13, 2020 · I want to use a transformer model. I have 2 questions: If I want to embed the 400 dimensional input feature vector into another space before ...
Jun 16, 2024 · 2. Ultra-long sequence distributed transformer: by distributing the query vector, the authors showed the possibility to scale an input sequence ...