#python#agent#agentic_ai#grpo#kimi_ai#llms#lora#qwen#qwen3#reinforcement_learning#rl
ART is a tool that helps you train smart agents for real-world tasks using reinforcement learning, especially with the GRPO method. The standout feature is RULER, which lets you skip the hard work of designing reward functions by using a large language model to automatically score how well your agent is doing—just describe your task, and RULER takes care of the rest. This makes building and improving agents much faster and easier, works for any task, and often performs as well as or better than hand-crafted rewards. You can install ART with a simple command and start training agents right away, even on your own computer or with cloud resources.
https://github.com/OpenPipe/ART
https://docs.python.org/3/library/marshal.html#module-marshal
marshal — Internal Python #object_serialization
This module contains functions that can read and write Python values in a binary format. The format is specific to Python, but independent of machine architecture issues (e.g., you can write a #Python value to a #file on a PC, transport the file to a Sun, and read it back there). Details of the format are undocumented on purpose; it may change between Python versions (although it rarely does).
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Join the Musicopy: Music File Transfer beta on ✈️#TestFlight
🔗 Link: https://testflight.apple.com/join/Ck9KaZVR
Shared by Dimitri
Sharing
Share files and apps on android to other devices using browser
Share files and apps over HTTP.
You need the other device to be connected to the same network. just toggle on the server and scan the QR Code on other device and you're good to go. Files sent from browser to the app can be found in Sharing/ folder in your internal storage. You can always disable uploads in the app settings.
https://github.com/Ammar64/Sharing
Download
https://github.com/Ammar64/Sharing/releases/latest
https://f-droid.org/packages/com.ammar.sharing/
#share#file#Transfer#Android#qr
@warlockpublicurl_bot
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#file, #upload, #link, #url, #public, #telegram