MINGLLM Trademark

Downloadable software modules for large language models (LLMs), namely, model weights, tokenizers, inference runtimes, fine‑tuning toolkits, and evaluation utilities; downloadable software development kits (SDKs) for deploying, monitoring, and optimizing LLM inference on cloud and edge devices; downloadable computer software using large language models for source code generation; downloadable computer software for generating images from text using artificial intelligence; All of the foregoing are for use by software developers and enterprise engineering teams and exclude software for social networking, dating, online communities, music streaming, or general consumer communication

Providing temporary use of non‑downloadable software for LLM inference application programming interfaces (APIs), managed fine‑tuning, evaluation, safety filtering, and model serving operations; software as a service (SaaS) featuring software using artificial intelligence for machine learning and data analysis in the field of large language models; providing online non‑downloadable software platforms for training, deploying, and monitoring large language models; design and development of artificial intelligence software for natural language processing and large language models; computer programming services in the field of large language models; providing non‑downloadable APIs for software integration with LLM capabilities; hosting and technical consultancy of software platforms dedicated to LLM model hosting and optimization; All of the foregoing are offered to enterprise developers and research organizations and expressly exclude social networking, online community hosting, public relations, marketing automation, and software consulting unrelated to LLMs