#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
#bootloader unlock wall of shame
https://github.com/melontini/bootloader-unlock-wall-of-shame
updated guide, check it before buying a #phone
Over the past few years, a suspicious number of companies have started to "take care of your data", aka block/strictly limit your ability to unlock the bootloader on your own devices.
While this may not affect you directly, it sets a bad precedent. You never know what will get the axe next: Shizuku? ADB? Sideloading? I thought it might be a good idea to keep track of bad companies and workarounds.
#android
#Xiaomi#Bootloader#Unlock without PC (Phone-To-Phone)
Note: We are not responsible for any data loss or corrupt devices. Proceed at your own risk. This procedure requires the use of 2 Android phones and an OTG cable for ADB debugging. If this is your first time unlocking the bootloader or your device is using a new MIUI account, proceed with Step 2 after 7 days
Step 1 [Configuring Settings] [Primary Phone]:
» Go to Settings > About Phone: Click on MIUI Version multiple times until developer options are enabled
» Go to Settings Homepage > Additional Settings > Developer Options: Enable OEM Unlocking and USB Debugging
» Then go to Mi Unlock Status: Click on Add account and device
Step 2 [Installing Flash scripts] [Secondary Phone]:
» Download and install these 3 APKs on your secondary phone:
https://github.com/RohitVerma882/termux-miunlock/ (outdated?)
https://github.com/termux/termux-app/releases/
https://github.com/termux/termux-api/releases/
» Connect the primary phone to the secondary phone via OTG
» Boot the primary phone into fastboot mode
» Open the Termux app: Follow and run these commands one by one according to the instructions
👤Credits
Techbuzznet (Video instructions for Indians)
RohitVerma888
@WildWaze ( thx for help and banner)
https://t.me/popMODS/3621
#Unlock#bootloader#xiaomi#Android
HyperSploit
Bypass HyperOS restrictions on bootloader unlocking
https://github.com/TheAirBlow/HyperSploit/
https://xdaforums.com/t/hypersploit-bypass-hyperos-bootloader-unlocking-restrictions.4668775/
MiUnlockTool
Retrieve encryptData (token) for Xiaomi devices to unlock bootloader, it is compatible with all platforms.
https://github.com/offici5l/MiUnlockTool
termux-miunlock
A program that can be used to retrieve the bootloader unlock token for Xiaomi devices (and unlock the bootloader) using Termux
https://github.com/RohitVerma882/termux-miunlock/