Model Training

Ollama is an open-source tool designed to simplify the deployment and operation of large language models (LLMs) on local devices. It supports various models, including Llama 3.3, DeepSeek-R1, Qwen 3, and is compatible with macOS, Linux, and Windows systems, catering to developers and AI enthusiasts.

Modelers Community, co-developed by Tianyi Cloud and Huawei, offers diverse services such as model hosting, dataset management, and online experiences, empowering AI developers for efficient innovation.

Meta公司发布的Llama系列开源大语言模型，提供多种参数规模，支持多语言和多模态输入，旨在推动AI技术的开放与创新。

Label Studio, developed by Human Signal (formerly Heartex), is a free open-source data labeling tool supporting various data types, offering flexible configurations and machine learning assistance, enabling developers to efficiently fine-tune large language models, prepare training data, or validate AI models.

Cohere is a Canadian technology company founded in 2019, specializing in providing large language models for enterprises. Its platform offers services such as multilingual embeddings, semantic search, text generation, and classification, enabling businesses to rapidly deploy conversational AI, generative search engines, and text summarization applications. Cohere emphasizes data security and privacy protection, supporting various deployment options to meet diverse enterprise needs.

Moli Ark (Gitee AI) is a co-creation platform for developers and enterprises, offering one-stop services including model hosting, inference, fine-tuning, deployment, and application, enabling users to efficiently build AI applications.

Monster AI offers a no-code enterprise knowledge base platform supporting team collaboration and permission management, integrated with intelligent Q&A robots to help enterprises efficiently manage knowledge assets and enhance customer service quality.

IBM Watsonx.ai是一个集成的企业级AI开发平台，提供从模型训练到部署的全生命周期管理，助力企业高效构建和部署AI应用。

TensorFlow is an open-source machine learning framework developed by Google's Brain Team, offering a complete toolchain from research to production, supporting multi-platform deployment, and empowering developers to build efficient AI applications.

MindSpore, developed by Huawei, is an all-scenario AI framework offering user-friendly APIs and efficient execution, supporting deployment across cloud, edge, and device environments, empowering developers to efficiently build deep learning models.

MLX is an open-source framework developed by Apple's machine learning research team, designed specifically for Apple Silicon chips. It offers a NumPy-like API, supports automatic differentiation and lazy evaluation, aiming to assist developers in efficiently developing, training, and deploying machine learning models on Apple's M-series chips.

魔搭社区（ModelScope）是由阿里巴巴达摩院推出的开源AI模型社区，旨在为开发者和研究者提供丰富的预训练模型、工具及资源，推动AI技术的创新与应用。

阿里巴巴达摩院推出的M6模型，参数规模突破10万亿，具备强大的多模态表征能力，已在电商、制造业等40多个场景实现应用，日均调用量超亿次。

怪兽AI提供零代码企业知识库搭建、智能客服和AI写作等功能，支持多平台集成，助力企业高效管理知识资产。

Lightning AI, based in San Francisco, California, offers a comprehensive AI development platform designed to help users quickly build, train, fine-tune, and deploy models without worrying about infrastructure, cost management, scalability, and other technical issues. With pre-built, fully customizable modular components, users can focus on scientific research without being overly concerned with engineering details.

Gemma is a series of lightweight open AI models developed by Google DeepMind and other teams, designed to assist developers and researchers in building responsible AI applications. The series includes models of two scales: Gemma 2B and Gemma 7B, offering both pre-trained and instruction-tuned versions, supporting multiple frameworks such as JAX, PyTorch, and TensorFlow, and capable of efficient operation across various devices.

Hugging Face是一个领先的人工智能社区和平台，提供丰富的预训练模型、数据集和开发工具，助力开发者和研究人员轻松构建和部署各种AI应用。

CuspAI is an AI-driven material search engine launched by the University of Cambridge. Utilizing generative AI technology, it rapidly generates and evaluates potential molecular structures based on user-defined material properties, significantly accelerating the discovery of new materials. In June 2024, CuspAI completed a $30 million seed funding round, focusing on developing new materials for carbon capture and storage to support global carbon neutrality goals.

Gradio is an open-source Python library designed to help developers quickly create user-friendly web interfaces for machine learning models, enabling anyone to interact with them anytime, anywhere. Its simple API and powerful features make it an ideal tool for showcasing and sharing machine learning applications.

Lightning AI是由PyTorch Lightning团队推出的全功能AI开发平台，提供从模型开发、训练到部署的完整工具链，简化AI开发流程，优化云成本，并降低风险。

PaLM 2 is Google's latest generation large language model introduced in 2023, featuring enhanced capabilities in multilingual processing, reasoning, and programming, aiming to provide users with a more intelligent and efficient AI experience.

硅基流动携手华为云，基于昇腾云服务，推出 DeepSeek R1 和 V3 推理服务，提供高效、稳定的大模型推理能力，助力开发者轻松构建 AI 应用。

Deeplearning4j（DL4J）是一个专为Java虚拟机（JVM）设计的开源深度学习框架，支持多种深度学习算法，并与Apache Spark和Hadoop等大数据工具无缝集成。

Jan是一款免费开源的AI聊天工具，支持在Windows、Mac和Linux等平台本地运行多种开源大模型，提供简洁的聊天界面和内置API服务器，保障用户隐私。

Huixing Cloud (formerly Houdeyun) is a professional AI computing power platform offering high-performance, convenient, and secure GPU resources to accelerate AI research and application processes.

PyTorch, developed by Meta AI and now managed by the Linux Foundation, is an open-source deep learning framework offering flexible dynamic computation graphs and robust community support, widely used in computer vision and natural language processing.

Google Imagen is an advanced AI model developed by Google DeepMind that transforms text descriptions into high-quality, realistic images, widely used in art creation, advertising, and more.

StableLM是由Stability AI推出的开源大语言模型系列，旨在提供高效、透明且可访问的AI技术，支持文本和代码生成等多种应用。

Caffe is an open-source deep learning framework developed by the University of California, Berkeley, known for its efficiency, flexibility, and modular design, widely used in image classification, speech recognition, and other fields.

PaLM (Pathways Language Model) is a 540 billion parameter large language model released by Google in April 2022, featuring robust multilingual processing, logical reasoning, and code generation capabilities to enhance natural language processing tasks.