GainCellAttention

Leroux, Nathan

doi:10.5281/zenodo.15856645

Published July 10, 2025 | Version v1

Software Open

GainCellAttention

Leroux, Nathan (Contact person)

This repository contains the codes used to train the models discussed in the article :

N. Leroux, P.-P. Manea, C. Sudarshan, J. Finkbeiner, S. Siegel, J. P. Strachan, and E. Neftci, Analog In-Memory Computing Attention Mechanism for Fast and Energy-Efficient Large Language Models, arXiv:2409.19315. https://arxiv.org/abs/2409.19315.

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GainCellAttention-1.0(1).zip

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GainCellAttention-1.0(1).zip md5:19b895f8df070d22905f485dc8f5a96e	8.4 MB	Preview Download

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Repository URL: https://github.com/NathanLeroux-git/GainCellAttention.git
Programming language: Python
Development Status: Active

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Zenodo

License: Creative Commons Attribution 4.0 International

The Creative Commons Attribution license allows re-distribution and re-use of a licensed work on the condition that the creator is appropriately credited. Read more; MIT License

A short and simple permissive license with conditions only requiring preservation of copyright and license notices. Licensed works, modifications, and larger works may be distributed under different terms and without source code. Read more
Copyright: MIT License Copyright (c) 2024 Nathan Leroux Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. MIT License ------------------------------------------------------------------------------ main.gpt structure based on https://github.com/karpathy/nanoGPT/ Copyright (c) 2022 Andrej Karpathy Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.

Technical metadata

Created: July 10, 2025
Modified: July 10, 2025

GainCellAttention

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Files

GainCellAttention-1.0(1).zip

Files (8.4 MB)

Additional details

Software