Tag
The article explains how NVIDIA ALCHEMI Toolkit uses PyTorch-native building blocks to construct GPU-accelerated materials simulation workflows with AI coding agents, detailing an end-to-end process and providing practical guidance validated on NVIDIA H200 GPUs.
NVIDIA released Molt, a PyTorch-native agentic RL framework designed for compactness and readability, with performance comparable to Megatron-based stacks. The framework is open-source and includes a paper.
Miles is an open-source PyTorch-native framework from RadixArk for large-scale LLM reinforcement learning post-training, integrating SGLang, Megatron-LM, and Ray for high-throughput rollout and distributed training.