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htobty / ReadyLLM

Deploy, monitor, and tune LLM through a visual interface — plus image / video generation on top of ComfyUI.

Why this job: topics: llama-cpp, local-llm, llm-inference, gguf, vllm, llm-serving, quantization

What it does

  • Unified target management. add the local machine or remote LAN machines (SSH, key or password), auto-detect the OS, and configure the inference engine and model directory.
  • Hardware detection & model recommendation. probe the target's GPU / VRAM / CPU / RAM and recommend models that actually fit.
  • Model store. a curated catalog of text, image and video models, plus dynamic fetching of popular models from HuggingFace. Filter by category (text / image / video, with live per-category counts), by "fits this machine", or by keyword. Every
  • One-click deployment. start / stop inference services (llama.cpp, vLLM, SGLang) with manually tweakable runtime parameters; when the engine is missing on the target, install it in one click (auto download / compile / pip and back-fill the p
  • Real-time monitoring. push GPU utilization, VRAM, throughput, and latency curves live over WebSocket.

Get started

No single install command. Read the steps in the README (opens in new tab)

Maintenance
Active
Last commit 4 days ago
Stars
101
+1 this week
Licence
MIT
Allows business use
Downloads for
None listed
No release files
Latest version
v0.4.0
Released 19 days ago
Built with
Python
70% of the code

Is it looked after?

Contributors
0
Last 90 days
Issues
60% closed
2 still open
Pull requests
0 merged
1 waiting
Releases
5
5 in the last year
  • No contributing guide
  • No security policy
  • No code of conduct

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More: languages, topics and project record

Languages

  • Python 70%
  • JavaScript 30%
  • CSS <1%
  • HTML <1%

Topics

  • comfyui
  • fastapi
  • gguf
  • inference-optimization
  • llama-cpp
  • llm
  • llm-inference
  • llm-serving
  • local-llm
  • model-deployment
  • quantization
  • react

Project record

  • JobLocal LLMs
  • StatusListed
  • Commits27
  • Forks13
  • Watching0
  • Stars in 28 days+3
  • CreatedAug 31, 2026
  • First seen by usNov 7, 2026
  • CheckedNov 7, 2026

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