RepoAlerts

musicurgy/delta-inference-engine

App

Can I trust it?

Worth a closer look before you use it.

  • Warnings Check

    Very new: it was created 3 days ago. Wait a little before installing it.

  • Stars from real accounts No data

    We haven't checked its stars for fakes yet.

  • Active OK

    Last change yesterday.

  • Licence OK

    MIT: you can use it for free, also in a commercial product. Keep the licence notice.

Quick checks from public data. They help, but they are no guarantee.

What it is

A native Windows inference engine that runs the DeepSeek-V4.1-Flash model on a single NVIDIA GPU and serves an OpenAI-compatible API on localhost, with a launcher script that sets up Python, the engine binary and model files. It is a Windows port of the Linux project Xolotl.

Who it's for

Windows users with a 12 GB+ NVIDIA GPU and large RAM who want to run a local large language model through an OpenAI-compatible API

How to use it

Install

Start DeepSeek.bat

From its README. Check it there before running it.

Ready-made installers, when the project publishes them, are on its latest release.

Downloads (if any)

Ask your AI to set it up

Paste this into Claude, ChatGPT or your coding assistant.

Help me install and set up musicurgy/delta-inference-engine in my project. Follow its README: https://github.com/musicurgy/delta-inference-engine. Explain each step and check it is safe before running anything.

Star curve

32From 0 to 32 stars between 26 Oct 2026 and 29 Oct 2026.

Alternatives

Similar projects named in its profile. Each link searches the directory.

Get alerts for repos like this

We'll email you when something in Models & inference starts rising. Free, once a week, only what matches.

22,063 GitHub repos watched and ranked every hour. Figures as of 29 October 2026.

What arrives: one email on Mondays with the repos that match, never more. See last week's. Privacy

For maintainers

Add this badge to your README. It shows the repo's place on the radar, updates every hour and links back to this page.

[![musicurgy/delta-inference-engine on RepoAlerts](https://repoalerts.com/badge/musicurgy/delta-inference-engine.svg)](https://repoalerts.com/repo/musicurgy/delta-inference-engine?ref=badge)
Share on X

  • deepseek-ai/DeepInfer

    Inference framework for serving DeepSeek models at scale, released as an offline inference build. Provides optimized kernels, attention and MoE parallelism, speculative decoding, asynchronous scheduli

    LibraryModels & inferencePython · 23,993 stars · +5,601 this week · 13 days old · HN 2351 pts

  • mw00/project-maya

    Runs GLM-5.3-Flash and DeepSeek-V4.1-Flash-1017 locally on one or more NVIDIA or AMD GPUs, with an engine, server, browser dashboard, quantization tools and OpenAI- and Anthropic-compatible API. Exper

    AppModels & inferenceCuda · 2,160 stars · +741 this week · 22 days old

  • Indras-Mirror/Xolotl

    Local inference engine for large MoE and dense LLMs (DeepSeek-V4.1-Flash, GLM-5.3-Flash, Qwen3.8 models) on a single NVIDIA GPU, with expert weights tiered across VRAM, pinned RAM and NVMe. Serves Ope

    AppModels & inferenceC++ · 395 stars · +115 this week · 22 days old

  • duliangkuan/deepinfer-studio

    A browser-based educational simulator for LLM inference stages (loading, prefill, decode) that runs without a GPU. It uses illustrative formulas and preset text; it does not execute DeepInfer or load

    AppModels & inferenceJavaScript · 103 stars · 9 days old

  • justxor/deepseek-local-guide-ru

    A Russian-language guide for installing and running DeepSeek models locally on PC, Mac and servers. Covers Ollama, llama.cpp, LM Studio, vLLM, SGLang and Open WebUI, plus API usage, RAG, agents and fi

    Models & inferenceShell · 158 stars · +24 this week · 12 days old

  • MiaAI-Lab/DeepSeek-v4.1-Flash-1017-2x-DGX-Sparks

    Serves the DeepSeek-V4.1-Flash-1017 model split across two NVIDIA DGX Sparks through an OpenAI-compatible API on port 8888. Uses the TensorFold native Zig engine, a 2.9 bpw EXL3 quantization, a 1,048,

    AppModels & inferencePython · 333 stars · +107 this week · 10 days old