PocketWeights/PocketWeights-Qwen2.5-14B-Coder-Creative
PocketWeights-Qwen2.5-14B-Coder-Creative is a 14.7 billion parameter model from PocketWeights, built on the Qwen2.5 architecture with a 32768 token context length. It is engineered using the DARE-TIES merge algorithm to combine high-density coding logic with an uncensored, abliterated base. This model excels at top-tier code completion and logic reasoning without refusal, making it suitable for unconstrained security testing and technical narrative workflows.
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Model Overview
PocketWeights-Qwen2.5-14B-Coder-Creative is a 14.7 billion parameter model developed by PocketWeights, designed to bridge the gap between specialized coding models and general-purpose, uncensored language models. It addresses the common issue where coding specialists might refuse certain tasks, while general models lack the precision for complex code generation.
Key Capabilities
- Domain-Fused Architecture: Utilizes the DARE-TIES merge algorithm to integrate the coding prowess of
Qwen2.5-Coder-14B-Instructwith the unrestricted nature ofQwen2.5-14B-Instruct-1M-abliterated. - Optimal Performance-to-Compute Ratio: At 14.7B parameters, it offers strong performance while being efficient enough to run on hardware with 12GB–16GB VRAM.
- High-Precision Coding: Retains state-of-the-art syntax and logic capabilities for languages like Python, C++, Rust, and shell scripts.
- Refusal-Free Operation: Built on an abliterated foundation, it supports unconstrained security testing, scripting, and technical narrative tasks without moralizing safety friction.
- DARE-TIES Optimization: Redundant parameters were pruned during synthesis (density 0.65) to maintain base model coherence and efficiency.
Ideal Use Cases
- Code Generation & Completion: Excels in generating and completing code with high syntactic accuracy and logical reasoning.
- Security Testing & Scripting: Suitable for tasks requiring unrestricted output, such as cybersecurity analysis, red-teaming, and complex scripting.
- Technical Narrative & Content Creation: Supports technical writing and narrative generation without content restrictions.