fableforge-ai/NEXUS-Coder
NEXUS-Coder by fableforge-ai is a 1.5 billion parameter Qwen2.5-1.5B-Instruct based model with a 32768 token context length, specifically fine-tuned for software engineering, code generation, debugging, and shell tasks. This lightweight model is designed to be uncensored and delivers strong performance, scoring 94% in a 30-prompt evaluation covering domain knowledge, reasoning, and tool use. It excels as a domain specialist for coding applications, offering high accuracy despite its small footprint.
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NEXUS-Coder: A Specialized 1.5B Code Model
NEXUS-Coder, developed by fableforge-ai, is a 1.5 billion parameter model built upon the Qwen2.5-1.5B-Instruct architecture. It is a highly specialized and uncensored model optimized for software engineering, code generation, debugging, and shell-related tasks, offering a 32768 token context length.
Key Capabilities & Performance
This model demonstrates performance significantly above its weight class, achieving a 94% score in a 30-prompt evaluation. This evaluation, conducted on an NVIDIA A40 via Ollama, assessed various categories:
- Domain Knowledge: 4.8/5
- Uncensored (Domain & General): 4.8/5
- Reasoning: 5.0/5
- Tool Use: 4.0/5
NEXUS-Coder is part of the FableForge NEXUS family, a series of specialized, lightweight models. Its focus on code makes it a strong candidate for developers seeking an efficient and accurate coding assistant.
Use Cases
- Code Generation: Producing code snippets or full functions.
- Debugging: Identifying and suggesting fixes for code errors.
- Shell Scripting: Assisting with command-line operations and script creation.
- Software Engineering Support: General assistance with development tasks.