#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
Non-speaking does not equal non-thinking.
They're just as capable of thinking you're an a$$hole as anyone else, so watch your step. 😉
#nonspeaking#nonverbal#Autism#Autistic#ActuallyAutistic#AACsource
#python#4k#aac#apple_music#apple_music_downloader#downloader#m4a#m4v
Gamdl is a free command-line tool to download Apple Music songs in high-quality AAC 256kbps, music videos up to 4K, albums, playlists, and artist content, with synced lyrics (LRC/SRT), rich metadata, and cover art. Install via `pip install gamdl`, add your browser cookies from an active subscription, and run `gamdl [URL]`. It benefits you by letting you enjoy offline playback anywhere without streaming data costs, on any device, with organized files ready for your library.
https://github.com/glomatico/gamdl
Gatekeeping communication methods = time to find a new practitioner. #Autism#Autistic#ActuallyAutistic#nonspeaking#nonverbal#Speechtherapy#AAC#apraxia#dyspraxiasource