#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
🔥TELEGRAM v 3.16🔥
Telegram v3.16 reached Google Play.
➡️DATA & STORAGE-view-
— Network usage stats.
— Mobile data usage.
— Wi-Fi data usage.
— Roaming data usage.
➡️t.meLinks-view-
— you can use t.me instead of telegram.me
➡️CHAT FEATURES-view-
— Revoke/delete sent messages on private chats and normal groups.
— New Markdown (bold and italic) on Android.
— 'Report Spam' on secret chat.
— Recent files list when sharing a file.
➡️Improved CHATS UI-view-
— Scroll position fixed when switching to another chat and back.
— Floating date while scrolling chats.
— Single avatar when scrolling multi messages of the same user
— New emojis.
➡️Android-view-
— Send gifs directly via your Gboard/Chrooma keyboard.
— Fast action menu on your desktop (with your frequent chats).
Android v7.1.x or Android 6 + Nova Launcher v5.0
🌐viaTelegram Blog
#telegram#updates#features
🚀Telegram Geeks
🚀@geeksChannel
📑Quick Sticker Creator
❤️Graph Messenger 11.5.0
🗓Added from: January 28, 2024
The Sticker Creator was added in
version 7.0 on January 23, 2019.
#features#media#sticker
@GraphMessenger
@GraphMessengerTips
⭐Change The Order Of Favorite Stickers
Also, you can add more than 5 favorite stickers which will be saved in local.
Link to Settings
❤️Graph Messenger 11.9.0
🗓Added from: May 15, 2024
#features#sticker#favorites
@GraphMessenger
@GraphMessengerTips
🗑Touch And Hold On Delete Button To Removing Media File
❤️Graph Messenger 11.9.0
🗓Added from: May 15, 2024
#features#message#media#touch_and_hold
@GraphMessenger
@GraphMessengerTips
#️⃣Hashtags+, a place to track your favorite hashtags in the public posts.
❤️Graph Messenger 11.10.0
🗓Added from: June 20, 2024
#features#message#hashtags
#graph_messenger#telegram
@GraphMessenger
@GraphMessengerTips
🗂Quick Links: Instant Access to Your Essentials
Save time with a personalized menu of your most used links, chats, bots, and more. Easily add and access whatever you need, whenever you need it. It is possible to create folders and modify the icon for menu items.
Simply touch and hold the 'Chats' tab button in the main tab bar.
❤️Graph Messenger 12.5.1.0
🗓Added from: March 20, 2026
#features#menu#quick_links#graph_messenger#telegram
@GraphMessenger
@GraphMessengerTips