# leejet/stable-diffusion.cpp > Diffusion model inference (Stable Diffusion, FLUX, Wan, Qwen Image, etc.) implemented in pure C/C++ on top of ggml — like llama.cpp but for image and video generation. Runs without external dependencies on CPU, CUDA, Vulkan, Metal and other backends. - Magnitude: 2.3 out of 10 — Steady - Stars: 7,090 total · +4 stars today, ≈ 12 by evening - Star trust: star growth looks organic - Category: Generative media · Language: C++ · License: MIT · Created: 2023-08-13 · Last push: 2026-09-21 - GitHub: https://github.com/leejet/stable-diffusion.cpp · Page: https://gitnova.dev/en/r/leejet/stable-diffusion.cpp ## Useful for - Generate an image from a text prompt with a single sd-cli command locally - Run Stable Diffusion or FLUX on CPU without a GPU or Python environment - Convert model weights to GGUF format to reduce memory usage ## Why it’s here - 4 stars so far today, about 12 expected by the end of the day. - Over the last two days the pace is 2.5× that of the previous week and a half. - The spike has held for 2 days in a row — not a one-off blip. - GitHub Trending C++ today: #5, +29 stars. ## Star trust Star growth looks organic. Star-trust labels are heuristics based on the repository’s behavior, not a check of every stargazer. ## Numbers - Forks: 799 - Issues and pull requests: 1,838 - Watchers: 77 - Average over the last week: 16 per day - Usual pace: 8 per day - Stars in the last hour (measured): 0 - Latest release: master-890-74988b2 (2026-09-21) ## Stars per day, last 30 days (oldest → newest, today is partial) 2026-08-24 … 2026-09-22: 8, 6, 11, 8, 6, 6, 12, 14, 9, 5, 6, 9, 7, 8, 3, 11, 10, 11, 3, 5, 8, 7, 9, 7, 11, 9, 11, 29, 29, 4 ## Spotted in now - GitHub Trending C++ today: #5, +29 stars ## Similar by description 1. **0xShug0/audio.cpp** — 1.9 · Cooling · Generative media · C++ · +8 stars today, ≈ 17 by evening A native C++ inference engine for audio models built on ggml: TTS, speech recognition, VAD, voice cloning, music generation. Runs without Python on CPU, CUDA, ROCm, Vulkan and Metal. Full card: https://gitnova.dev/en/r/0xShug0/audio.cpp.md 2. **localai-org/kimodo.cpp** — 1.1 · Steady · Generative media · C++ · +2 stars today, ≈ 5 by evening A C++/GGML port of NVIDIA's Kimodo text-to-motion model that generates skeleton motion from a text prompt on CPU or Vulkan. Supports SMPL-X, SOMA and Unitree G1 checkpoints, and ships a C API, safetensors-to-GGUF conversion and a demo… Full card: https://gitnova.dev/en/r/localai-org/kimodo.cpp.md 3. **ggml-org/llama.cpp** — 3.3 · Steady · Language models · C++ · +38 stars today, ≈ 89 by evening LLM and VLM inference implemented in C/C++ with no dependencies, running on CPUs and GPUs across many hardware backends. Enables local model execution with minimal setup and quantization. Full card: https://gitnova.dev/en/r/ggml-org/llama.cpp.md 4. **techjarves/Portable-Local-Studio** — 0.9 · Steady · Apps · JavaScript · +0 stars today, ≈ 1 by evening Offline local AI studio for Windows, Linux and macOS with a zero-setup GUI: image generation (Stable Diffusion), GGUF LLM chat, speech-to-text (Whisper) and text-to-speech (Kokoro TTS). Full card: https://gitnova.dev/en/r/techjarves/Portable-Local-Studio.md 5. **unslothai/unsloth** — 2.4 · Steady · Language models · Python · +17 stars today, ≈ 34 by evening Desktop app and web UI for locally running, fine-tuning and serving LLMs, diffusion, embedding and audio models, with OpenAI-compatible API and integrations for Claude Code, Codex and MCP agents. Full card: https://gitnova.dev/en/r/unslothai/unsloth.md --- Magnitude (0–10) measures how fast and how unusually interest in a repository is growing right now. It is not a quality score. Days are UTC. “So far today” is a fact; “expected by the end of the day” is a forecast. Summaries and use cases are written by an LLM (DeepSeek V4.1 Flash) from the README and may be inaccurate: verify specific claims (benchmarks, speed, hardware) in the repository itself. Data as of 2026-09-22 12:33 UTC, updated every 30 minutes.