{"slug": "prime-intellect-releases-prime-rl-0-6-0-to-train-trillion-parameter-moe-models", "title": "Prime Intellect Releases prime-rl 0.6.0 to Train Trillion-Parameter MoE Models on Agentic RL Workloads", "summary": "Prime Intellect released prime-rl 0.6.0, an open framework for asynchronous reinforcement learning on trillion-parameter Mixture-of-Experts models, enabling training on agentic RL workloads with optimizations like FP8 inference and 3-D parallelism. The framework trained GLM-5 on SWE tasks at up to 131k sequence length with sub-5-minute step times on 28 H200 nodes.", "body_md": "Prime Intellect has released prime-rl 0.6.0, an open framework for asynchronous reinforcement learning on trillion-parameter Mixture-of-Experts models. It trained GLM-5 on SWE tasks at up to 131k sequence length, with sub-5-minute step times and 256 rollouts, on 28 H200 nodes. This breakdown covers the inference and training optimizations behind those numbers — FP8 inference, Wide Expert Parallelism, prefill/decode disaggregation, router replay, and 3-D parallelism (FSDP, EP, CP).\n\nThe post [Prime Intellect Releases prime-rl 0.6.0 to Train Trillion-Parameter MoE Models on Agentic RL Workloads](https://www.marktechpost.com/2026/06/23/prime-intellect-releases-prime-rl-0-6-0-to-train-trillion-parameter-moe-models-on-agentic-rl-workloads/) appeared first on [MarkTechPost](https://www.marktechpost.com).", "url": "https://wpnews.pro/news/prime-intellect-releases-prime-rl-0-6-0-to-train-trillion-parameter-moe-models", "canonical_source": "https://www.marktechpost.com/2026/06/23/prime-intellect-releases-prime-rl-0-6-0-to-train-trillion-parameter-moe-models-on-agentic-rl-workloads/", "published_at": "2026-06-23 07:20:44+00:00", "updated_at": "2026-06-24 00:26:11.536661+00:00", "lang": "en", "topics": ["machine-learning", "large-language-models", "ai-research", "ai-infrastructure", "ai-tools"], "entities": ["Prime Intellect", "prime-rl", "GLM-5", "H200"], "alternates": {"html": "https://wpnews.pro/news/prime-intellect-releases-prime-rl-0-6-0-to-train-trillion-parameter-moe-models", "markdown": "https://wpnews.pro/news/prime-intellect-releases-prime-rl-0-6-0-to-train-trillion-parameter-moe-models.md", "text": "https://wpnews.pro/news/prime-intellect-releases-prime-rl-0-6-0-to-train-trillion-parameter-moe-models.txt", "jsonld": "https://wpnews.pro/news/prime-intellect-releases-prime-rl-0-6-0-to-train-trillion-parameter-moe-models.jsonld"}}