• MiniMax-01 goes open source

    MiniMax is thrilled to announce the release of the MiniMax-01 series, featuring two groundbreaking models:

    MiniMax-Text-01: A foundational language model.
    MiniMax-VL-01: A visual multi-modal model.

    Both models are now open-source, paving the way for innovation and accessibility in AI development!

    🔑 Key Innovations
    1. Lightning Attention Architecture: Combines 7/8 Lightning Attention with 1/8 Softmax Attention, delivering unparalleled performance.
    2. Massive Scale with MoE (Mixture of Experts): 456B parameters with 32 experts and 45.9B activated parameters.
    3. 4M-Token Context Window: Processes up to 4 million tokens, 20–32x the capacity of leading models, redefining what’s possible in long-context AI applications.

    💡 Why MiniMax-01 Matters
    1. Innovative Architecture for Top-Tier Performance
    The MiniMax-01 series introduces the Lightning Attention mechanism, a bold alternative to traditional Transformer architectures, delivering unmatched efficiency and scalability.

    2. 4M Ultra-Long Context: Ushering in the AI Agent Era
    With the ability to handle 4 million tokens, MiniMax-01 is designed to lead the next wave of agent-based applications, where extended context handling and sustained memory are critical.

    3. Unbeatable Cost-Effectiveness
    Through proprietary architectural innovations and infrastructure optimization, we’re offering the most competitive pricing in the industry:
    $0.2 per million input tokens
    $1.1 per million output tokens

    🌟 Experience the Future of AI Today
    We believe MiniMax-01 is poised to transform AI applications across industries. Whether you’re building next-gen AI agents, tackling ultra-long context tasks, or exploring new frontiers in AI, MiniMax-01 is here to empower your vision.

    ✅ Try it now for free: hailuo.ai

    📄 Read the technical paper: filecdn.minimax.chat/_Arxiv_MiniMax_01_Report.pdf

    🌐 Learn more: minimaxi.com/en/news/minimax-01-series-2

    💡API Platform: intl.minimaxi.com/

  • VFX pipeline – Render Wall management topics

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    1: Introduction Title: Managing a VFX Facility’s Render Wall

    • Briefly introduce the importance of managing a VFX facility’s render wall.
    • Highlight how efficient management contributes to project timelines and overall productivity.

     

    2: Daily Overview Title: Daily Management Routine

    • Monitor Queues: Begin each day by reviewing render queues to assess workload and priorities.
    • Resource Allocation: Allocate resources based on project demands and available hardware.
    • Job Prioritization: Set rendering priorities according to project deadlines and importance.
    • Queue Optimization: Adjust queue settings to maximize rendering efficiency.

     

    3: Resource Allocation Title: Efficient Resource Management

    • Hardware Utilization: Distribute rendering tasks across available machines for optimal resource usage.
    • Balance Workloads: Avoid overloading specific machines while others remain underutilized.
    • Consider Off-Peak Times: Schedule resource-intensive tasks during off-peak hours to enhance overall performance.

     

    4: Job Prioritization Title: Prioritizing Rendering Tasks

    • Deadline Sensitivity: Give higher priority to tasks with imminent deadlines to ensure timely delivery.
    • Critical Shots: Identify shots crucial to the project’s narrative or visual impact for prioritization.
    • Dependent Shots: Sequence shots that depend on others should be prioritized together.

     

    5: Queue Optimization and Reporting Title: Streamlining Render Queues

    • Dependency Management: Set up dependencies to ensure shots are rendered in the correct order.
    • Error Handling: Implement automated error detection and requeueing mechanisms.
    • Progress Tracking: Regularly monitor rendering progress and update stakeholders.
    • Data Management: Archive completed renders and remove redundant data to free up storage.
    • Reporting: Provide daily reports on rendering status, resource usage, and potential bottlenecks.

     

    6: Conclusion Title: Enhancing VFX Workflow

    • Effective management of a VFX facility’s render wall is essential for project success.
    • Daily monitoring, resource allocation, job prioritization, queue optimization, and reporting are key components.
    • A well-managed render wall ensures efficient production, timely delivery, and overall project success.