prithivMLmods/Calcium-Opus-14B-Elite

TEXT GENERATIONConcurrency Cost:1Model Size:14.8BQuant:FP8Ctx Length:32kPublished:Jan 23, 2025License:apache-2.0Architecture:Transformer0.0K Open Weights Cold

prithivMLmods/Calcium-Opus-14B-Elite is a 14.8 billion parameter model based on the Qwen 2.5 architecture, fine-tuned for enhanced reasoning capabilities. It excels in complex logical reasoning, mathematical problem-solving, and detailed instruction following, supporting a context length of up to 32768 tokens. This model is optimized for applications requiring multi-step problem-solving, structured output generation (including JSON), and robust multilingual support across 29 languages.

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Calcium-Opus-14B-Elite Overview

Calcium-Opus-14B-Elite is a 14.8 billion parameter model built upon the Qwen 2.5 14B architecture, specifically fine-tuned to significantly enhance reasoning capabilities. It leverages a long chain-of-thought (CoT) reasoning model and specialized datasets, making it particularly adept at complex problem-solving, context understanding, and mathematical tasks. The model supports an impressive context length of up to 128K tokens and can generate outputs up to 8K tokens.

Key Capabilities

  • Enhanced Reasoning & Mathematics: Demonstrates improved logical deduction, critical thinking, and advanced mathematical problem-solving, benefiting from specialized expert models.
  • Superior Instruction Following: Excels at understanding and executing complex instructions, generating long texts, and producing structured outputs, including JSON format.
  • Robust Multilingual Support: Proficient in over 29 languages, including major global languages like Chinese, English, French, Spanish, German, and Japanese.
  • Code Generation & Debugging: Offers strong capabilities for writing, debugging, and optimizing code across various programming languages.
  • Structured Data Analysis: Efficiently processes and analyzes structured data such as tables and JSON.

Good For

  • Applications requiring complex logical reasoning and multi-step problem-solving.
  • Advanced mathematical and scientific computations.
  • Code development, debugging, and optimization tasks.
  • Generating long-form content, reports, and detailed instructional guides.
  • Multilingual chatbots, content generation, and translation services.
  • Workflows needing structured data analysis and JSON output generation.

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