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Qwen3.5-9B-C3SM-SDM-Agentic-Coder-GGUF

Official GGUF quantizations for **OliviaRossi/Qwen3.5-9B-C3SM-SDM-Agentic-Coder**, a state-of-the-art 9B-parameter autonomous coding and multi-turn tool-calling model. Synthesized using **Curvature-Calibrated Spectral Consensus Merging with Sinusoidal Depth Modulation (C3SM-SDM)**, all multimodal and speculative MTP layers were surgically pruned to yield a pure, clean 32-block hybrid causal LM compatible with downstream `llama.cpp` runtimes and quantization schemes (`Q4_K_M`, `Q5_K_M`, `Q8_0`). Standard weight merging algorithms (SLERP, TIES, DARE) apply static global scalars across the entire network, causing representation drift, activation saturation, and degraded token logits. **C3SM-SDM** merges across four continuous harmonic waveforms:

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Official GGUF quantizations for **OliviaRossi/Qwen3.5-9B-C3SM-SDM-Agentic-Coder**, a state-of-the-art 9B-parameter autonomous coding and multi-turn tool-calling model. Synthesized using **Curvature-Calibrated Spectral Consensus Merging with Sinusoidal Depth Modulation (C3SM-SDM)**, all multimodal and speculative MTP layers were surgically pruned to yield a pure, clean 32-block hybrid causal LM compatible with downstream `llama.cpp` runtimes and quantization schemes (`Q4_K_M`, `Q5_K_M`, `Q8_0`). Standard weight merging algorithms (SLERP, TIES, DARE) apply static global scalars across the entire network, causing representation drift, activation saturation, and degraded token logits. **C3SM-SDM** merges across four continuous harmonic waveforms:

资料来源

huggingface.co ↗