#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
#InfinityX#qpr2#Diting#A15
Project InfinityX - v2.8 | Android 15
Released: 8/05/2025
▪️Gapps: Gdrive
▪️Vanilla: Gdrive
▪️Recovery: Ofox
▪️Screenshots
Notes:
It is recommended to use ofox recovery if you are flashing via fastboot.
fastboot flash recovery_ab recovery.img
Changelogs:
• Synchronized with the latest changes
• Device integrity passes (signed build)
• fixed the problem with freezing when the battery reaches 5%?
• KernelSU Support
• Firmware included
• Dolby Audio by default
• HyperOS Camera by default
Credits:
Thanks to @TeamMEX_XDA❤️
Thanks to @zED141 for giving me space on gdrive
By@Jezzay97 | Donate
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#InfinityX#qpr2#Diting#A15
Project InfinityX - v2.7 HotFix | Android 15
Released: 3/05/2025
▪️Gapps: Mirror | Gdrive
▪️Vanilla: Mirror | Gdrive
▪️Recovery: Ofox
▪️Screenshots
Notes:
It is recommended to use ofox recovery if you are flashing via fastboot.
fastboot flash recovery_ab recovery.img
Changelogs:
• Synchronized with the latest changes
• Device integrity passes (signed build)
• Fixed the error when installing gapps due to missing partition.
• Slot 2 problem for Sim cards solved
• Firmware included
• Dolby Audio by default
• HyperOS Camera by default
• and many more changes...
Credits:
Thanks to @TeamMEX_XDA❤️
Thanks to @zED141 for giving me space on gdrive
By@Jezzay97 | Donate
Follow@xiaomi_12tpro_updates
Join@xiaomi12tpro_chat
#InfinityX#qpr2#Diting#A15
Project Infinity X - v2.7 | Android 15
Released: 3/05/2025
▪️Gapps: Mirror | SF
▪️Vanilla: Mirror | SF
▪️Screenshots
Notes:
• Synchronized with the latest changes
• Device integrity passes (signed build)
• Thermal menu was removed for now
• Remove some ARM blobs
• Now with oss kernel
• Fixed some vibration bugs. now works 100%.
• Added KernelSU support
• Improved performance
• Firmware included
• Dolby Audio by default
• HyperOS Camera by default
• and many more changes...
Credits:
Thanks to @TeamMEX_XDA❤️
By@Jezzay97 | Donate
Follow@xiaomi_12tpro_updates
Join@xiaomi12tpro_chat
#InfinityX#qpr2#Diting#A15
Project Infinity X - v2.7 | Android 15
Released: 20/04/2025
▪️Download: Mirror | SF
▪️Screenshots
Notes:
• Synchronized with the latest changes
• Device integrity passes (signed build)
• Workaround for voip audio routing issue using a monitoring service (Whatsapp calls on speakerphone fixed)
• Firmware included and updated
• Gapps build only
• Dolby Audio by default
• HyperOS Camera by default
By@Jezzay97 | Donate
Follow@xiaomi_12tpro_updates
Join@xiaomi12tpro_chat