Author: Ricardo

In this tutorial, we deploy the 1-bit Bonsai-27B language mannequin utilizing the PrismML fork of llama.cpp, which gives the specialised CUDA kernels required to decode the mannequin’s Q1_0_g128 GGUF quantization format. We start by validating the GPU runtime, putting in the required Python dependencies, compiling the CUDA-enabled inference binaries, and downloading the compressed mannequin weights…

Moonshot AI’s Kimi staff and kvcache-ai have open-sourced AgentENV (AENV), a distributed platform for operating agent environments at scale. AgentENV powers agentic reinforcement studying (RL) coaching for Kimi K3, Moonshot’s 2.8-trillion-parameter Mixture-of-Experts mannequin. The code ships below an MIT license. Why Environment Infra Holds Back Agentic RL Agentic RL doesn’t simply pattern textual content. It…