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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 #1141 · 05/26/2023, 01:58 PM

SimpleX Chat: private and secure cross platform messenger without any user IDs (not even random) :~ E2E-encrypted messages with markdown and editing :~ E2E-encrypted images and files :~ Decentralized secret groups — only users know they exist :~ E2E-encrypted voice messages :~ Disappearing messages :~ E2E-encrypted audio and video calls :~ Portable encrypted database — move your profile to another device :~Incognito mode — unique to SimpleX Chat Website : https://simplex.chat/ SimpleX Chat (SimpleX Chat - e2e encrypted messenger without any user IDs - private by design!) https://f-droid.org/packages/chat.simplex.app/ Quick start – https://simplex.chat/docs/guide/readme.html #SimpleXchat#security#privacy#encryption#E2EE #FLOSS

Libreware

@libreware · Post #1143 · 05/26/2023, 01:59 PM

6 Best Secure Messaging Alternatives to WhatsApp | Avoid the Hack – https://avoidthehack.com/best-secure-messengers The content of your messages and the metadata associated with them should be secure and private. Unfortunately many messengers out there fail to do this. Telegram operates in the cloud, and while this does have good portability across multiple devices and device types, the service provider (or anyone with access to the cloud server) could theoretically read them at any time with relative ease; Telegram stores messages on the third-party cloud provider's server. According to Telegram’s privacy policy, the service itself logs IP addresses and phone numbers. #Infosec#Session#SimpleXchat#Briar#Threema #Element#Telegram#privacy