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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. local-whisper-transcription-pipeline local-whisper-transcription-pipeline Public

   Local video/audio to subtitles pipeline. Zero cloud, VRAM-aware model selection, runs locally on any NVIDIA GPU. Built on faster-whisper and ffmpeg. Designed for readable orchestration logic, not d…

   Python

3. sdxl-lora-gguf-blueprint sdxl-lora-gguf-blueprint Public

   Blueprint for training custom SDXL LoRAs and running local GGUF inference on 8GB VRAM — no cloud, no ComfyUI

4. 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

5. SovereignKernel SovereignKernel Public

   Description: Custom C++ LLM inference runtime built from scratch — tokenizer, attention, RoPE, KV cache, GGUF/Q4_0 loading, no framework dependencies. CUDA backend in progress.

   C++

6. 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