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LocalML

LocalML

Browse the HuggingFace Hub. Download with a click. Run locally: detection, segmentation, classification, depth, OCR, SAM, VLMs, ASR, TTS, diffusion. No cloud, no upload, your data never leaves your GPU.

Website · Releases · Issues


What LocalML does

A desktop app (Windows, macOS, Linux) for running open-source ML models locally:

Modality Models
Vision DETR, YOLOS, OWLv2, SegFormer, SAM 2/3, ViT, CLIP, SigLIP
VLM / Multimodal Qwen-VL, LLaVA, Moondream, Florence-2, PaliGemma
Speech Whisper, MMS-TTS, SpeechT5, Bark
Text Llama, Mistral, Qwen, Phi, Gemma, DeepSeek
Diffusion SD 1.5/XL, FLUX, SDXL-Turbo, Kandinsky
Depth / OCR / DocQA DPT, Depth Anything, TrOCR, LayoutLMv3

200+ model families supported via the underlying transformers + diffusers runtime.

Installing

  1. Visit localml.tech and download the installer for your OS.
  2. Run the installer.
  3. First launch only: the app downloads a portable Python runtime (~30 MB) and installs PyTorch + transformers (~2–5 GB depending on CPU/GPU pick). Wait ~5 minutes.
  4. Browse the Hub, install a model, run.

Windows: SmartScreen warning

Because the app isn't yet code-signed, Windows shows a "Windows protected your PC" warning on first launch. Click More infoRun anyway. The warning won't reappear after the first install. Code signing is on the roadmap.

macOS: Gatekeeper

macOS may refuse to open the app on first run. Right-click the app in ApplicationsOpen → confirm. After the first run, Gatekeeper remembers and you can open it normally. Apple Developer ID signing is also on the roadmap.

Linux

The .AppImage is portable. chmod +x it and double-click, or run from the terminal.

Filing a bug

Open a new issue and pick the Bug Report template. Include:

  • Your OS + version
  • LocalML version (titlebar shows it)
  • Steps to reproduce
  • Any console output if you can grab it

Filing a feature request

New issueFeature Request template.

License

The LocalML binary distribution is MIT licensed. See LICENSE. Short version: free to use, modify, redistribute. No warranties.

Status

LocalML is in active development. Expect rough edges; please file issues when you find them.

About

Browse the HuggingFace Hub. Download with a click. Run locally: detection, segmentation, classification, depth, OCR, SAM, VLMs, ASR, TTS, diffusion. No cloud, no upload, your data never leaves your GPU.

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