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03/06/2023
PaLM-E: An Embodied Multimodal Language Model
Large language models excel at a wide range of complex tasks. However, e...
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12/26/2022
Large Language Models Encode Clinical Knowledge
Large language models (LLMs) have demonstrated impressive capabilities i...
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11/09/2022
Efficiently Scaling Transformer Inference
We study the problem of efficient generative inference for Transformer m...
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10/20/2022
Transcending Scaling Laws with 0.1
Scaling language models improves performance but comes with significant ...
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10/08/2022
Understanding HTML with Large Language Models
Large language models (LLMs) have shown exceptional performance on a var...
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04/05/2022
PaLM: Scaling Language Modeling with Pathways
Large language models have been shown to achieve remarkable performance ...
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03/31/2022
Scaling Up Models and Data with and
Recent neural network-based language models have benefited greatly from ...
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03/23/2022
Pathways: Asynchronous Distributed Dataflow for ML
We present the design of a new large scale orchestration layer for accel...
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11/24/2021
Sparse is Enough in Scaling Transformers
Large Transformer models yield impressive results on many tasks, but are...
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06/12/2019