#python#brain_inspired_ai#deep_learning#large_language_models#reasoning
The Hierarchical Reasoning Model (HRM) is a new type of AI that reasons more like a human brain, using a fast part for quick details and a slow part for big-picture planning. It solves hard logic tasks like Sudoku, mazes, and IQ-style puzzles very well, even though it is tiny (only 27 million parameters) and learns from very little data (just 1,000 examples). Unlike most large language models, it does not need long chains of written reasoning steps or huge amounts of training, which makes it much faster, cheaper, and more efficient. For the user, this means powerful reasoning in a small, fast system that can run on ordinary hardware and still beat much larger models on tough problems.
https://github.com/sapientinc/HRM
DataBackup
An easy-to-use backup Libre application for Android, however your phone needs to be rooted , unless a ROM were to include it as a system app
Support for #multi-user/double backup: same backup/restore on multiple partitions!
Cloud: fully supports #Rclone, which can perform local mounting of network drives from various service providers.
100% data integrity: all data will be retained and there is no need to reconnect or download additional packages.
Complete: Split Apk, Arm32, Arm64, x86, x86_64, Android9+.
Fast: Support: tar lz4 zstd (default).
GitHub - XayahSuSu/Android-DataBackup: 数据备份 DataBackup for Android - https://github.com/XayahSuSuSu/Android-DataBackup
Reminder : to install it via F-Droid first add the Izzy repository to F-Droid ( settings - repositories/sources)
IzzyOnDroid F-Droid Repository -
https://apt.izzysoft.de/fdroid/
#Backup #Android
Rclone Remount
Remount cloud storage locally during boot via rclone & fusermount directly on your Android powered smart device.
Virtually limitless storage expansion with support for dozens of cloud providers including Dropbox, GDrive, OneDrive, SFTP & many more. Extremely useful for devices without physical storage expansion capabilities. Also great for streaming large media files without need for full caching. Binaries compiled using Termux.
Features:
Support for arm, arm64, & x86
Huge list of supported cloud storage providers
Apps with ability to specify paths can access /mnt/cloud/
Most file explorers work just fine (issue #9)
Mount points use names of remote(s) in rclone.conf
Specify custom rclone params for each remote via /sdcard/.rclone/.REMOTE.param
Access remotes via http://127.0.0.1:38762
Access remotes via ftp://127.0.0.1:38763
Mount bind to /sdcard/ (see issue #5)
Support for Work Profiles
https://github.com/Magisk-Modules-Repo/com.piyushgarg.rclone
#rclone#remount#cloud#alternatives
RCX
Android GUI for rclone. Manage files across many cloud services in a simple way under one interface.
https://x0b.github.io
https://f-droid.org/packages/io.github.x0b.rcx
https://github.com/x0b/rcx
@nogoolag
#rcx#rclone#cloud#alternatives