prithivMLmods/Capella-Qwen3-DS-V3.1-4B-GGUF
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Capella-Qwen3-DS-V3.1-4B-GGUF/README.md
ModelHub XC bf67e8b2ba 初始化项目，由ModelHub XC社区提供模型 
Model: prithivMLmods/Capella-Qwen3-DS-V3.1-4B-GGUF
Source: Original Platform
2026-10-21 12:18:17 +08:00

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license, language, base_model, pipeline_tag, library_name, tags
license language base_model pipeline_tag library_name tags
apache-2.0
en
prithivMLmods/Capella-Qwen3-DS-V3.1-4B
text-generation transformers
text-generation-inference
math

Capella-Qwen3-DS-V3.1-4B-GGUF

Capella-Qwen3-DS-V3.1-4B is a reasoning-focused model fine-tuned on Qwen-4B using DeepSeek v3.1 synthetic traces (10K). It specializes in random event simulations, logical problem analysis, and structured reasoning tasks. The model blends symbolic precision, probabilistic logic, and structured output fluency—making it an ideal tool for researchers, educators, and developers working with uncertainty modeling and event-driven analysis.

Model Files

File Name Quant Type File Size
Capella-Qwen3-DS-V3.1-4B.BF16.gguf BF16 8.05 GB
Capella-Qwen3-DS-V3.1-4B.F16.gguf F16 8.05 GB
Capella-Qwen3-DS-V3.1-4B.F32.gguf F32 16.1 GB
Capella-Qwen3-DS-V3.1-4B.Q2_K.gguf Q2_K 1.67 GB
Capella-Qwen3-DS-V3.1-4B.Q3_K_L.gguf Q3_K_L 2.24 GB
Capella-Qwen3-DS-V3.1-4B.Q3_K_M.gguf Q3_K_M 2.08 GB
Capella-Qwen3-DS-V3.1-4B.Q3_K_S.gguf Q3_K_S 1.89 GB
Capella-Qwen3-DS-V3.1-4B.Q4_K_M.gguf Q4_K_M 2.5 GB
Capella-Qwen3-DS-V3.1-4B.Q4_K_S.gguf Q4_K_S 2.38 GB
Capella-Qwen3-DS-V3.1-4B.Q5_K_M.gguf Q5_K_M 2.89 GB
Capella-Qwen3-DS-V3.1-4B.Q5_K_S.gguf Q5_K_S 2.82 GB
Capella-Qwen3-DS-V3.1-4B.Q6_K.gguf Q6_K 3.31 GB
Capella-Qwen3-DS-V3.1-4B.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