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Introducing Midnight Mini: Compact Power Meets Exceptional Performance

Posted by Enosis Labs Team on May 23, 2025

8 min
Product Release
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In the rapidly evolving landscape of artificial intelligence, the demand for powerful yet efficient models has never been greater. Today, we're thrilled to introduce Midnight Mini, our latest breakthrough in compact AI architecture - delivering enterprise-grade performance in remarkably efficient packages. Meet Midnight Mini High (3B parameters) and Midnight Mini High Thinking (4B parameters), now available in both precision 16-bit and optimized GGUF formats.

Model Specifications & Configurations

Midnight Mini High
Parameters: 3B
Focus: Speed & Efficiency

Optimized for rapid inference and resource-constrained environments while maintaining high output quality.

Midnight Mini High Thinking
Parameters: 4B
Focus: Complex Reasoning

Enhanced architecture for sophisticated reasoning, analysis, and multi-step problem solving.

Available Formats & Quantization

  • 16-bit Precision

    Full precision weights for maximum model performance and accuracy. Ideal for production environments where quality is paramount.

    High QualityProduction ReadyGPU Optimized
  • GGUF Quantized Formats

    Optimized quantized versions (Q4_K_M, Q5_K_M, Q8_0) for efficient deployment across various hardware, balancing performance with resource requirements.

    CPU FriendlyEdge ComputingVersatile

Key Features & Capabilities

  • Lightning Fast InferenceOptimized architecture delivers exceptional speed without sacrificing output quality, perfect for real-time applications.
  • Resource EfficientCompact parameter counts enable deployment on modest hardware while maintaining enterprise-grade performance.
  • Advanced ReasoningHigh Thinking variant excels at complex analysis, multi-step reasoning, and sophisticated problem-solving tasks.
  • Format FlexibilityMultiple quantization options ensure optimal deployment across diverse hardware configurations and use cases.

Detailed Benchmark Results

Our experimental version midnight-mini-high-thinking-05-25 has undergone comprehensive evaluation across industry-standard benchmarks:

HumanEval

59.2%

Code generation and logic

HellaSwag

50.74%

Commonsense reasoning

Winogrande

67.48%

Context understanding

LAMBADA OpenAI

62.18%

Text completion

Global MMLU

69.2%

Multitask understanding

Midnight Mini represents our commitment to making powerful AI accessible - delivering enterprise capabilities in compact, efficient packages that democratize advanced AI deployment.

Experience Midnight Mini Today

Ready to harness the power of efficient AI? Access Midnight Mini models by downloading them directly for your deployment needs through Hugging Face, coming soon to Enosis AI Platform and Midnight AI App Mobil.