Octans-Qwen3-UI-Code-4B-GGUF

Octans-Qwen3-UI-Code-4B is an optimized successor of Muscae-Qwen3-UI-Code-4B, fine-tuned for enhanced UI reasoning precision, layout structuring, and frontend code synthesis. Built upon Qwen3-4B and refined through Abliterated Reasoning Optimization, it delivers balanced, structured, and production-grade UI code outputs for experimental and research use. Ideal for frontend developers, UI engineers, and design system researchers exploring next-generation code synthesis.

Model Files

File Name Quant Type File Size
Octans-Qwen3-UI-Code-4B.BF16.gguf BF16 8.05 GB
Octans-Qwen3-UI-Code-4B.F16.gguf F16 8.05 GB
Octans-Qwen3-UI-Code-4B.F32.gguf F32 16.1 GB
Octans-Qwen3-UI-Code-4B.Q2_K.gguf Q2_K 1.67 GB
Octans-Qwen3-UI-Code-4B.Q3_K_L.gguf Q3_K_L 2.24 GB
Octans-Qwen3-UI-Code-4B.Q3_K_M.gguf Q3_K_M 2.08 GB
Octans-Qwen3-UI-Code-4B.Q3_K_S.gguf Q3_K_S 1.89 GB
Octans-Qwen3-UI-Code-4B.Q4_K_M.gguf Q4_K_M 2.5 GB
Octans-Qwen3-UI-Code-4B.Q4_K_S.gguf Q4_K_S 2.38 GB
Octans-Qwen3-UI-Code-4B.Q5_K_M.gguf Q5_K_M 2.89 GB
Octans-Qwen3-UI-Code-4B.Q5_K_S.gguf Q5_K_S 2.82 GB
Octans-Qwen3-UI-Code-4B.Q6_K.gguf Q6_K 3.31 GB
Octans-Qwen3-UI-Code-4B.Q8_0.gguf Q8_0 4.28 GB

Quants Usage

(sorted by size, not necessarily quality. IQ-quants are often preferable over similar sized non-IQ quants)

Here is a handy graph by ikawrakow comparing some lower-quality quant types (lower is better):

image.png

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GGUF
Model size
4B params
Architecture
qwen3
Hardware compatibility
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