Model Card for Dhruv-27b-preview

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Model Overview

Dhruv-27B-preview is a powerful 27-billion parameter language model based on Gemma3, fine-tuned for advanced reasoning tasks. Dhruv-27B is part of the Gemini Reasoning Series, optimized for high performance on academic, logical, and factual evaluations. It is capable of deep contextual reasoning and chain-of-thought generation, making it suitable for research, enterprise applications, and AI agents requiring robust general knowledge understanding.

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Key Metrics

Dhruv-27b-preview achieves strong performance on key benchmarks:

+------------------------+--------+
|        Metric         | Score  |
+------------------------+--------+
| MMLU (5-shot)          | 80.0%  |
| GPQA (0-shot)          | 52.0%  |
+------------------------+--------+

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Model Architecture

• Base Model: Gemma3
• Model Size: 27B parameters
• Type: Decoder-only Transformer (causal LM)
• Precision: bf16 with int8 quantization for inference efficiency
• Training Objective: Instruction-tuned with emphasis on reasoning, question answering, and factual correctness

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Intended Use

• Research and academic QA tasks
• General-purpose reasoning agents
• Multilingual factual reasoning
• Enterprise AI tools requiring high factual accuracy and depth

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USAGE

• Use a System Template

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Limitations

• Not optimized for creative generation or dialog tasks.
• May hallucinate in areas with limited training data.
• Requires fine-grained prompt engineering for complex instructions.

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Citation

@misc{vicharai_dhruv27b,
  title={Dhruv-27B: Gemma3 Reasoning Model},
  author={vicharai},
  year={2025},
  publisher={vicharai},
  url={https://vichar.io}
}

Developed by vichar ai Huggingface Website