MiniMax LLM Models
MiniMax là một mô hình ngôn ngữ lớn được phát triển bởi MiniMax AI, tập trung vào khả năng suy luận hiệu quả, hiểu ngữ cảnh dài và tạo văn bản có thể mở rộng. Nó được thiết kế cho các tác vụ phức tạp như hệ thống đối thoại, phân tích tài liệu, sáng tạo nội dung và các tác nhân AI. Với trọng tâm là hiệu suất cao ở chi phí tính toán thấp hơn, MiniMax rất phù hợp cho các ứng dụng doanh nghiệp và các trường hợp sử dụng của nhà phát triển, nơi sự ổn định, hiệu quả và kiểm soát chi phí là quan trọng.
Khám phá Mô hình Hàng đầu
Atlas Cloud cung cấp cho bạn các mô hình sáng tạo tiên tiến nhất trong ngành.
MiniMax-M2.1 is a lightweight, state-of-the-art large language model optimized for coding, agentic workflows, and modern application development. With only 10 billion activated parameters, it delivers a major jump in real-world capability while maintaining exceptional latency, scalability, and cost efficiency.
MiniMax M2.1
MiniMax-M2 is a lightweight, state-of-the-art large language model optimized for coding, agentic workflows, and modern application development. With only 10 billion activated parameters, it delivers a major jump in real-world capability while maintaining exceptional latency, scalability, and cost efficiency.
MiniMax M2
Điều Gì Làm Nên MiniMax LLM Models
Atlas Cloud cung cấp cho bạn các mô hình sáng tạo hàng đầu trong ngành công nghiệp mới nhất.
Suy luận cấp độ tiên phong
Các mô hình ngôn ngữ tiên tiến nhất được xây dựng cho suy luận sâu, giải quyết vấn đề phức tạp và lập kế hoạch nhiều bước.
Hiểu ngữ cảnh siêu dài
Cơ chế chú ý kiểu Lightning và kiến trúc được tối ưu hóa cho phép các mô hình MiniMax xử lý và lưu giữ ngữ cảnh dài,
Hiệu suất MoE tối ưu chi phí
Các thiết kế Hỗn hợp Chuyên gia (Mixture-of-Experts) mang lại trí thông minh cao, độ trễ thấp và tỷ lệ hiệu năng trên giá thành tốt hơn đáng kể.
Họ mô hình đa năng
Từ các mô hình đa năng mạnh mẽ đến các biến thể được tối ưu hóa cho lập trình và tác nhân.
Độ tin cậy cấp doanh nghiệp
Cơ sở hạ tầng ổn định, có thể mở rộng với tính năng giám sát và an toàn cho môi trường sản xuất.
Mở và thân thiện với nhà phát triển
Các API phong phú, SDK và các bản phát hành trọng số mở mang lại cho các nhà phát triển sự linh hoạt để tích hợp, tinh chỉnh hoặc tự lưu trữ.
Những Gì Bạn Có Thể Làm với MiniMax LLM Models
Atlas Cloud cung cấp cho bạn các mô hình sáng tạo hàng đầu trong ngành công nghiệp mới nhất.
1import requests
2
3url = "https://api.atlascloud.ai/v1/chat/completions"
4headers = {
5 "Content-Type": "application/json",
6 "Authorization": "Bearer $ATLASCLOUD_API_KEY"
7}
8data = {
9 "model": "",
10 "messages": [
11 {
12 "role": "user",
13 "content": "what is difference between http and https"
14 }
15 ],
16 "max_tokens": 32768,
17 "temperature": 1,
18 "stream": True
19}
20
21response = requests.post(url, headers=headers, json=data)
22print(response.json())Xây dựng các trợ lý tiên tiến với khả năng suy luận mạnh mẽ và hiểu ngữ cảnh dài.
Tăng tốc quy trình lập trình với MiniMax-M2 để tạo mã và gỡ lỗi nhanh chóng.
Xử lý các tác vụ tài liệu dài và đa tập tin với khả năng ngữ cảnh siêu dài của MiniMax.
Tối ưu hóa chi phí và tốc độ với kiến trúc MoE hiệu quả của MiniMax.
Ứng dụng các mô hình MiniMax vào tài chính, tuân thủ, phân tích và tự động hóa doanh nghiệp.
Triển khai các mô hình MiniMax trọng số mở cho các giải pháp AI tùy chỉnh và tự lưu trữ.
Tại sao Sử dụng MiniMax LLM Models trên Atlas Cloud
Sự kết hợp của các mô hình tiên tiến của MiniMax LLM Models với nền tảng được tăng tốc GPU của Atlas Cloud mang lại hiệu suất, khả năng mở rộng và trải nghiệm nhà phát triển độc đáo.
Hiệu suất và Tính linh hoạt
Độ Trễ Thấp:
Suy luận được tối ưu hóa GPU cho suy luận thời gian thực.
API Thống nhất:
Chạy MiniMax LLM Models, GPT, Gemini và DeepSeek với một tích hợp duy nhất.
Giá cả Minh bạch:
Thanh toán dựa trên token có thể dự đoán với tùy chọn serverless.
Doanh nghiệp và Mở rộng
Trải nghiệm Nhà phát triển:
SDK, phân tích, công cụ tinh chỉnh và mẫu.
Độ tin cậy:
99,99% khả dụng, RBAC và ghi nhật ký sẵn sàng cho tuân thủ.
Bảo mật và Tuân thủ:
SOC 2 Type II, tuân thủ HIPAA, chủ quyền dữ liệu tại Hoa Kỳ.
Khám phá Thêm Dòng
Seedream 5.0 Image Models
Seedream 5.0 (by ByteDance) is a next-generation multimodal visual synthesis engine. By groundbreakingly fusing real-time web retrieval with intelligent logical reasoning, it precisely comprehends physical laws and complex instructions. It serves as an end-to-end visual productivity powerhouse for professional designers and creators—empowering the entire workflow from the spark of inspiration to instant generation and precision editing.
Seedance 2.0 Video Models
Seedance 2.0（by Bytedance） is a multimodal video generation model that redefines "controllable creation," moving beyond the limitations of text or start/end frames. It supports quad-modal inputs—text, image, video, and audio—and introduces an industry-leading "Universal Reference" system. By precisely replicating the composition, camera movement, and character actions from reference assets, Seedance 2.0 solves critical issues with character consistency and physical coherence, empowering creators to act as true "directors" with deep control over their output.
Kling 3.0 Video Models
Kling 3.0 Series Video Models (by Kuaishou) is a native multi-modal video generation system integrates high-fidelity video generation, intelligent storyboard storytelling, and precise video editing. Powered by its exclusive "AI Director" mode and Omni-level subject consistency technology, it breaks through bottlenecks in long-take storytelling and character stability, offering global creators and enterprises a cinematic, commercially ready, and efficient video solution.
GLM LLM Models
GLM (General Language Model) is a large language model developed by ZAI (Zhipu AI) for text understanding, generation, and reasoning. It supports both Chinese and English and performs well in dialogue, content creation, translation, and code assistance. GLM is widely used in chatbots, enterprise AI systems, and developer applications due to its stable performance and versatility.
Open AI Model Families
Explore OpenAI’s language and video models on Atlas Cloud: ChatGPT for advanced reasoning and interaction, and Sora-2 for physics-aware video generation.
Vidu Video Models
Vidu (by ShengShu Technology) is a foundational video model built on the proprietary U-ViT architecture, combining the strengths of Diffusion and Transformer models. It features superior semantic understanding and generation capabilities, producing coherent, fluid visuals that adhere to physical laws without the need for interpolation. With exceptional spatiotemporal consistency and a deep understanding of diverse cultural elements, Vidu empowers professional filmmakers and creators with a stable, efficient, and imaginative tool for video production.
Van Video Models
Van Model is a flagship video model family, perfectly retaining the cinematic visuals and complex dynamics of 3D VAE and Flow Matching. By leveraging proprietary compute distillation, it breaks the "quality equals cost" barrier to deliver extreme inference speeds and ultra-low costs. This makes Van the premier engine for enterprises and developers seeking high-frequency, scalable video production on a budget.
MiniMax LLM Models
MiniMax is a large language model developed by MiniMax AI, focused on efficient reasoning, long-context understanding, and scalable text generation. It is designed for complex tasks such as dialogue systems, document analysis, content creation, and AI agents. With an emphasis on high performance at lower computational cost, MiniMax is well suited for enterprise applications and developer use cases where stability, efficiency, and cost control are important.
Moonshot LLM Models
Kimi is a large language model developed by Moonshot AI, designed for reasoning, coding, and long-context understanding. It performs well in complex tasks such as code generation, analysis, and intelligent assistants. With strong performance and efficient architecture, Kimi is suitable for enterprise AI applications and developer use cases. Its balance of capability and cost makes it an increasingly popular choice in the LLM ecosystem.
Veo3.1 Video Models
Veo 3.1 (by Google) is a flagship generative video model that sets a new standard for cinematic AI by deeply integrating semantic capabilities to deliver cinematic visuals, synchronized audio, and complex storytelling in a single workflow. Distinguishing itself through superior adherence to cinematic terminology and physics-based consistency, it offers professional filmmakers an unparalleled tool for transforming scripts into coherent, high-fidelity productions with precise directorial control.
Sora-2 Video Models
The Sora-2 family from OpenAI is the next-generation video + audio generation model, enabling both text-to-video and image-to-video outputs with synchronized dialogue, sound effect, improved physical realism, and fine-grained control.
Nano Banana Image Models
Nano Banana is a fast, lightweight image generation model for playful, vibrant visuals. Optimized for speed and accessibility, it creates high-quality images with smooth shapes, bold colors, and clear compositions—perfect for mascots, stickers, icons, social posts, and fun branding.
Seedream 5.0 Image Models
Seedream 5.0 (by ByteDance) is a next-generation multimodal visual synthesis engine. By groundbreakingly fusing real-time web retrieval with intelligent logical reasoning, it precisely comprehends physical laws and complex instructions. It serves as an end-to-end visual productivity powerhouse for professional designers and creators—empowering the entire workflow from the spark of inspiration to instant generation and precision editing.
Seedance 2.0 Video Models
Seedance 2.0（by Bytedance） is a multimodal video generation model that redefines "controllable creation," moving beyond the limitations of text or start/end frames. It supports quad-modal inputs—text, image, video, and audio—and introduces an industry-leading "Universal Reference" system. By precisely replicating the composition, camera movement, and character actions from reference assets, Seedance 2.0 solves critical issues with character consistency and physical coherence, empowering creators to act as true "directors" with deep control over their output.
Kling 3.0 Video Models
Kling 3.0 Series Video Models (by Kuaishou) is a native multi-modal video generation system integrates high-fidelity video generation, intelligent storyboard storytelling, and precise video editing. Powered by its exclusive "AI Director" mode and Omni-level subject consistency technology, it breaks through bottlenecks in long-take storytelling and character stability, offering global creators and enterprises a cinematic, commercially ready, and efficient video solution.
GLM LLM Models
GLM (General Language Model) is a large language model developed by ZAI (Zhipu AI) for text understanding, generation, and reasoning. It supports both Chinese and English and performs well in dialogue, content creation, translation, and code assistance. GLM is widely used in chatbots, enterprise AI systems, and developer applications due to its stable performance and versatility.
Open AI Model Families
Explore OpenAI’s language and video models on Atlas Cloud: ChatGPT for advanced reasoning and interaction, and Sora-2 for physics-aware video generation.
Vidu Video Models
Vidu (by ShengShu Technology) is a foundational video model built on the proprietary U-ViT architecture, combining the strengths of Diffusion and Transformer models. It features superior semantic understanding and generation capabilities, producing coherent, fluid visuals that adhere to physical laws without the need for interpolation. With exceptional spatiotemporal consistency and a deep understanding of diverse cultural elements, Vidu empowers professional filmmakers and creators with a stable, efficient, and imaginative tool for video production.
Van Video Models
Van Model is a flagship video model family, perfectly retaining the cinematic visuals and complex dynamics of 3D VAE and Flow Matching. By leveraging proprietary compute distillation, it breaks the "quality equals cost" barrier to deliver extreme inference speeds and ultra-low costs. This makes Van the premier engine for enterprises and developers seeking high-frequency, scalable video production on a budget.
MiniMax LLM Models
MiniMax is a large language model developed by MiniMax AI, focused on efficient reasoning, long-context understanding, and scalable text generation. It is designed for complex tasks such as dialogue systems, document analysis, content creation, and AI agents. With an emphasis on high performance at lower computational cost, MiniMax is well suited for enterprise applications and developer use cases where stability, efficiency, and cost control are important.
Moonshot LLM Models
Kimi is a large language model developed by Moonshot AI, designed for reasoning, coding, and long-context understanding. It performs well in complex tasks such as code generation, analysis, and intelligent assistants. With strong performance and efficient architecture, Kimi is suitable for enterprise AI applications and developer use cases. Its balance of capability and cost makes it an increasingly popular choice in the LLM ecosystem.
Veo3.1 Video Models
Veo 3.1 (by Google) is a flagship generative video model that sets a new standard for cinematic AI by deeply integrating semantic capabilities to deliver cinematic visuals, synchronized audio, and complex storytelling in a single workflow. Distinguishing itself through superior adherence to cinematic terminology and physics-based consistency, it offers professional filmmakers an unparalleled tool for transforming scripts into coherent, high-fidelity productions with precise directorial control.
Sora-2 Video Models
The Sora-2 family from OpenAI is the next-generation video + audio generation model, enabling both text-to-video and image-to-video outputs with synchronized dialogue, sound effect, improved physical realism, and fine-grained control.
Nano Banana Image Models
Nano Banana is a fast, lightweight image generation model for playful, vibrant visuals. Optimized for speed and accessibility, it creates high-quality images with smooth shapes, bold colors, and clear compositions—perfect for mascots, stickers, icons, social posts, and fun branding.
