Ring download for Linux

This is the Linux app named Ring whose latest release can be downloaded as Ringsourcecode.tar.gz. It can be run online in the free hosting provider OnWorks for workstations.

בצילומי מסך

טַבַּעַת

תיאור

Ring is a reasoning Mixture-of-Experts (MoE) large language model (LLM) developed by inclusionAI. It is built from or derived from Ling. Its design emphasizes reasoning, efficiency, and modular expert activation. In its “flash” variant (Ring-flash-2.0), it optimizes inference by activating only a subset of experts. It applies reinforcement learning/reasoning optimization techniques. Its architectures and training approaches are tuned to enable efficient and capable reasoning performance. If you are located in mainland China, we also provide the model on ModelScope.cn to speed up the download process.

תכונות

• Mixture-of-Experts (MoE) architecture (activates a subset of experts per input)
• Reasoning-optimized model with reinforcement learning enhancements
• “Thinking” model variant (flash) with sparse expert activation (e.g. 1/32 expert activation)
• High inference throughput (e.g. > 200 tokens/sec under optimized settings)
• Multi-stage training: SFT + RLVR + RLHF
• Efficient architecture and memory design for large-scale reasoning

שפת תכנות

פיתון

כל הקטגוריות

This is an application that can also be fetched from https://sourceforge.net/projects/ring-llm.mirror/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.