khoin68/Qwen2.5-Coder-7B-VN-Master-Polymath-16bit

TEXT GENERATIONPricing:Input $0.4 / Cached $0.08 / Output $0.8Concurrent Unit Cost:1Model Size:7.6BQuant:FP8Context Size:32kTool Calling:SupportedPublished:Aug 16, 2026License:apache-2.0Architecture:Transformer Open Weights Featherless Exclusive Cold

khoin68/Qwen2.5-Coder-7B-VN-Master-Polymath-16bit is a 7.6 billion parameter Qwen2.5-based causal language model developed by khoin68, fine-tuned over five stages with 150,000+ data samples. This 16-bit full precision model specializes in both advanced coding tasks, including C++20/23, Python backend, web SPA development, and security vulnerability patching, alongside comprehensive Vietnamese encyclopedic knowledge, history, law, and poetic generation. It is optimized as a versatile Vietnamese AI assistant, excelling in technical programming and cultural content creation.

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khoin68/Qwen2.5-Coder-7B-VN-Master-Polymath-16bit Overview

This model is a 7.6 billion parameter Qwen2.5-based causal language model, developed by khoin68, and presented as a 16-bit full precision merged model. It has undergone a rigorous five-stage training process, incorporating over 150,000 data samples to achieve its dual specialization.

Key Capabilities

  • Advanced Code Generation: Proficient in C++20/23, Python backend development, and modern web SPA frameworks (React/Vite/Tailwind).
  • Security & Agentic Coding: Capable of patching Common Weakness Enumeration (CWE) vulnerabilities and supporting ReAct Coding Agent functionalities.
  • Vietnamese Polymath Knowledge: Extensive knowledge base covering Vietnamese encyclopedic information across 63 provinces, history, and legal frameworks.
  • Poetic Generation: Skilled in generating traditional Vietnamese Lục Bát poetry with correct tonal and metrical rules.

Good For

This model is ideal for applications requiring a versatile Vietnamese AI assistant that combines strong technical programming skills with deep cultural and general knowledge. It serves as a "Văn Võ Song Toàn" (both literary and martial arts proficient) assistant, making it suitable for complex coding challenges, educational content creation, and culturally nuanced text generation in Vietnamese.