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1. llama-cpp-pascal-cuda-windows llama-cpp-pascal-cuda-windows Public

   CUDA compile guides for llama-cpp-python on legacy NVIDIA Pascal GPUs (GTX 1050/1060/1070/1080) — Windows, VS2019/CUDA 12.1 and VS2022/CUDA 12.6 paths

2. sovereign-swat-blueprint sovereign-swat-blueprint Public

   Description: Solo-built local multi-agent LLM system — 3 pipelines with evidence-gated reasoning, memory governance, and zero cloud dependencies

3. SovereignKernel SovereignKernel Public

   Custom C++/CUDA LLM inference runtime built from scratch. Standalone GGUF loading, RoPE, KV cache management, and custom kernels without cuBLAS or external high-level frameworks.

   Cuda

4. turbovec-quantization-benchmark turbovec-quantization-benchmark Public

   Does TurboVec quantization hold up on exact-fact retrieval, or only on semantic similarity? Tests recall@k across bit_width 4/2 vs full precision on a synthetic report with 104 ground-truth facts. …

   Python

5. qwen-local-code-eval qwen-local-code-eval Public

   Empirical benchmark of Qwen quantization tiers (IQ1, Q6, IQ4) for local code generation under strict 8GB VRAM limits.

6. sovereign-codeswat sovereign-codeswat Public

   Deterministic contract enforcement and validation layer for local LLM-generated code.