sampler

ARC-24 is an iOS app that functions as a multitrack groovebox, enabling users to build music tracks using synths, drums, and samples with an intuitive interface.

Benchmark results for MindControl, a sampler-level guided reasoning budget for llama.cpp, show multi-stage signaling reduces token consumption without accuracy loss, and sometimes improves it on easier tasks.

This article introduces an experimental sampler for llama.cpp called 'scatter' that applies a local diffusion over rank-sorted tokens to smooth the probability distribution among top candidates, enabling more creative text generation without increasing tail probabilities.

Teenage Engineering's OS 2.5 update for the EP-133 KO II sampler adds lo-fi mode, USB audio, sample reverse, arpeggiator, longer sampling, and autochopping, significantly enhancing its capabilities.