Model Training

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.

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.

Jan is a free and open-source AI chat tool that supports running over 20 large models, including LLaMa, Mistral, and Phi-2, locally on Windows, Mac, and Linux systems. It offers a user-friendly chat interface and a built-in API server, catering to developers and AI enthusiasts.

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.

Infini-AI offers a heterogeneous cloud platform supporting various models and chips, enabling developers to train and deploy large models cost-effectively.

Meta has released the new Segment Anything Model 2 (SAM 2), a unified open-source AI model capable of real-time object segmentation in images and videos. SAM 2 marks a significant breakthrough in image and video segmentation, supporting real-time processing and excelling in various visual tasks.

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.

Qdrant is an open-source vector database and similarity search engine developed in Rust, supporting efficient storage and retrieval of multi-modal data, widely used in personalized recommendations, image recognition, and real-time data analysis.

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.

Coze is ByteDance's no-code AI application development platform, enabling users without programming experience to quickly create chatbots, agents, and AI applications, and deploy them across various social platforms.

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.

iFlytek's latest release, Spark 4.0 Turbo, surpasses GPT-4o in core capabilities such as mathematics and coding, introducing multimodal interactions and hyper-realistic digital human technology, aiming to offer users a more intelligent and efficient AI experience.

Lamini is a company specializing in enterprise-level generative AI solutions, offering high-precision LLM inference and fine-tuning services to help enterprises quickly develop and control customized large language models. Its platform supports optimizing models on proprietary data, reducing hallucinations, improving performance, and ensuring security.

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.

Scale AI is a San Francisco-based technology company specializing in providing high-quality data annotation and data management services for machine learning and artificial intelligence applications. Its core products include Scale Data Engine and Scale GenAI Platform, designed to help enterprises optimize AI model performance and accelerate the development and deployment of AI applications.

DeepSpeed is an open-source deep learning optimization library by Microsoft, designed to reduce computational resources and memory usage, offering efficient distributed model training, especially suitable for large-scale language model training.

Mobvoi's 'Sequence Monkey' is a large language model with multimodal generation capabilities, covering six dimensions: knowledge, dialogue, mathematics, logic, reasoning, and planning. It supports various tasks such as text, image, 3D content, voice generation, and recognition, aiming to provide users with a smooth and convenient interactive experience.

scikit-learn is an open-source machine learning library for Python, offering simple and efficient tools for predictive data analysis, suitable for various contexts, built on NumPy, SciPy, and matplotlib.

Apache MXNet is an open-source deep learning framework supporting multiple programming languages and devices, offering flexible programming models and efficient distributed training capabilities.

SenseChat, developed by SenseTime, is an AI chat assistant based on the self-developed 'SenseNova' model, offering multi-turn conversations, logical reasoning, language correction, content creation, and more, catering to the needs of Gen Z and internet users for intelligence, convenience, and efficiency.

AutoGPT is an open-source AI agent designed to automate digital workflows, assisting users in efficiently completing tasks and focusing on innovative and impactful work.

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.

ColossalChat, developed by Colossal-AI, is a free open-source chatbot based on the LLaMA pre-trained model, utilizing a complete RLHF mechanism to offer robust bilingual conversation capabilities in English and Chinese, ideal for developers and AI enthusiasts.

PaddlePaddle is an open-source deep learning platform developed by Baidu, integrating core frameworks, model libraries, development kits, and tool components. It is widely used in industries such as manufacturing, agriculture, and enterprise services, serving over 10.7 million developers and 235,000 enterprises.

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.

Keras is an open-source deep learning API written in Python, designed to simplify the construction and training of neural networks. Its user-friendly design, modular structure, and multi-backend support enable developers to efficiently develop and deploy deep learning models.

Replicate is an innovative AI platform offering a simple API that allows developers to run, fine-tune, and deploy open-source AI models with a single line of code, supporting the generation of images, text, videos, music, and more, catering to the needs of Gen Z and internet users for intelligence, convenience, and efficiency.

Obviously AI is a no-code data science platform designed to help businesses and individuals rapidly build and deploy machine learning models without writing code. Its core features include rapid model building, one-click deployment, automated model monitoring, and real-time API integration, significantly lowering the barrier to AI adoption.

Coze is an all-in-one AI development platform launched by ByteDance, enabling users to create AI robots without coding in 30 seconds. It integrates over 60 plugins covering areas like news reading and travel planning, making it suitable for users without programming experience to quickly create and deploy AI applications.

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.