red1-for-hek/drishti-think-x1

TEXT GENERATIONConcurrency Cost:2Model Size:32.8BQuant:FP8Ctx Length:32kPublished:Mar 10, 2026License:apache-2.0Architecture:Transformer Open Weights Cold

Drishti Think X1 is a 32.8 billion parameter model developed by red1-for-hek, designed for fast chain-of-thought reasoning. This model specializes in step-by-step thinking processes for calculations, mathematics, and moderate problem-solving tasks. With a 32768 token context length, it is optimized to show its thought process, making it suitable for applications requiring transparent reasoning. It functions as a dedicated expert within the larger DRISHTI multi-expert AI system.

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Drishti Think X1: Fast Chain-of-Thought Reasoning

Drishti Think X1 is a 32.8 billion parameter model developed by red1-for-hek as a core component of their DRISHTI multi-expert AI system. This model is specifically engineered for fast chain-of-thought reasoning, providing step-by-step thinking processes for complex tasks.

Key Capabilities

  • Transparent Reasoning: Excels at showing its thought process, particularly for calculations and mathematical problems.
  • Problem Solving: Designed for moderate problem-solving scenarios where a detailed, logical breakdown is beneficial.
  • Integrated Expert: Functions as the dedicated "Think" expert within the DRISHTI system, routing queries that require analytical thought.

Good For

  • Applications needing explicit, step-by-step reasoning for numerical or logical tasks.
  • Use cases where understanding the model's intermediate steps is as important as the final answer.
  • Integration into larger AI systems that benefit from specialized reasoning modules.

This model is intended to be used via the DRISHTI interface, which automatically directs queries to the most appropriate expert model within the system. More details on the DRISHTI system can be found at github.com/red1-for-hek/DRISHTI.