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Source channel @githubtrending · Post #15141 · Sep 13

#python#large_language_models#machine_learning_systems#natural_language_processing Flash Linear Attention (FLA) is a fast, memory-efficient library for advanced linear attention models used in transformers, written in PyTorch and Triton, and compatible with NVIDIA, AMD, and Intel GPUs. It offers many state-of-the-art linear attention models and fused modules that speed up training and reduce memory use. You can easily replace standard attention layers in your models with FLA’s efficient versions, improving training and inference speed, especially for long sequences. FLA supports hybrid models mixing linear and standard attention, and integrates with Hugging Face Transformers for easy use and evaluation. This helps you train and run large language models faster and with less memory, making your AI projects more efficient and scalable. https://github.com/fla-org/flash-linear-attention

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Libreware

@libreware · Post #1144 · 05/26/2023, 01:59 PM

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Lock and wipe on emergency. You can use PanicKit, tile,shortcut or send a message with a secret code. On trigger, using Device Administration API, it locks a device and optionally runs wipe (factory reset). Or it can send a broadcast message instead of the wipe. Also you can: fire when a device was not unlocked for X time fire when a USB data connection is made while a device is locked fire when a fake messenger app is launched fire when a duress password is entered (companion app: Duress) The app works in Work Profile too, but with limitations. Use it to install risky apps and Wasted in it. Then you can wipe this profile data with one click without wiping the whole device. For base security take a look at: Sentry.Only encrypted device may guarantee that the data will not be recoverable. Be aware that the app does not work in safe mode. Wasted (Lock a device and delete its data in an emergency) https://f-droid.org/packages/me.lucky.wasted/ https://github.com/x13a/Wasted #security#cellebrite#UFED

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#security #cellebrite #ufed

Libreware

@libreware · Post #944 · 05/12/2021, 08:15 PM

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LockUp Android application that will monitor the device for signs for attempts to image it using known forensic tools like the Cellebrite UFED. https://github.com/mbkore/lockup https://blog.korelogic.com/blog/2020/06/29/cellebrite_good_times_come_on Build by nekohasekai: https://github.com/nekohasekai/lockup/releases https://apt.izzysoft.de/fdroid/repo/io.nekohasekai.lockup #lockup#Cellebrite#cops

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#lockup #cellebrite #cops