aihandler VS inference

Compare aihandler vs inference and see what are their differences.

aihandler

A simple engine to help run diffusers and transformers models (by Capsize-Games)

inference

Replace OpenAI GPT with another LLM in your app by changing a single line of code. Xinference gives you the freedom to use any LLM you need. With Xinference, you're empowered to run inference with any open-source language models, speech recognition models, and multimodal models, whether in the cloud, on-premises, or even on your laptop. (by xorbitsai)
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aihandler inference
4 2
9 2,799
- 24.6%
9.0 9.8
10 months ago 6 days ago
Python Python
GNU General Public License v3.0 only Apache License 2.0
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

aihandler

Posts with mentions or reviews of aihandler. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-04-29.
  • AI Runner vs automatic1111 webui
    7 projects | /r/StableDiffusion | 29 Apr 2023
  • A Plea for Fairness for Non-Profit Developers of Open Source Software
    2 projects | news.ycombinator.com | 20 Apr 2023
    I mentioned this in an above comment - here is a repo that I use in two of my apps that I compiled with pyinstaller and distribute:

    https://github.com/Capsize-Games/aihandler/blob/master/setup...

    There are hundreds of not thousands of developers who have contributed to the libraries and dependencies of those libraries.

    Are you saying that you feel it is up to someone (myself or some service) to track down and verify the identity of each of these developers, and that I shouldn't use these libraries or distribute them until that happens?

  • Show HN: AI Runner and ChatAI are now open source
    4 projects | news.ycombinator.com | 27 Mar 2023
    I have open sourced three of my projects that are somewhat related. You may find the compiled apps useful for your own creative projects, or perhaps you'd like to contribute to the codebase, or just use it to learn.

    I have spoken about the apps on here in the past, but here's a break down:

    AI Runner A no-install Stable Diffusion AI art application.

    Github https://github.com/Capsize-Games/airunner

    Itch https://capsizegames.itch.io/ai-runner

    ---

    Chat AI: A no-install Google Flan-T5 interface and chatbot.

    Github https://github.com/Capsize-Games/chatai

    Itch https://capsizegames.itch.io/chat-ai

    ---

    AI Handler The controller / engine that powers them both.

    Github https://github.com/Capsize-Games/aihandler

    This includes an offline client written for pyqt that works with signals (as well as one that doesn't) + a socket server & client. It also includes a queuing system etc.

    It has the ability to switch between stable diffusion art generation and LLM text generation, handles memory management etc.

    ---

    All of them:

    * GPL-3.0

    * Python

    * Available on pypi

    * Still need some work.

    ---

    A note about the state of the code:

    I switched from tkinter to pyqt recently.

    Currently I'm only making use of the pyqt offline client. The socket server is probably slightly broken. I've created a Unity plugin that uses it, so I'll fix it and release that as well soon.

    There may be caveats to installation of the code via pypi or otherwise. Compiled apps are in a working state, so if you choose to use from github, use it from the tagged releases, not master or develop branches.

inference

Posts with mentions or reviews of inference. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-01-24.
  • GreptimeAI + Xinference - Efficient Deployment and Monitoring of Your LLM Applications
    4 projects | dev.to | 24 Jan 2024
    Xorbits Inference (Xinference) is an open-source platform to streamline the operation and integration of a wide array of AI models. With Xinference, you’re empowered to run inference using any open-source LLMs, embedding models, and multimodal models either in the cloud or on your own premises, and create robust AI-driven applications. It provides a RESTful API compatible with OpenAI API, Python SDK, CLI, and WebUI. Furthermore, it integrates third-party developer tools like LangChain, LlamaIndex, and Dify, facilitating model integration and development.
  • 🤖 AI Podcast - Voice Conversations🎙 with Local LLMs on M2 Max
    1 project | /r/LocalLLaMA | 12 Jul 2023
    Code: https://github.com/xorbitsai/inference/blob/main/examples/AI_podcast.py

What are some alternatives?

When comparing aihandler and inference you can also consider the following projects:

airunner - Stable Diffusion and LLMs offline on your own hardware

truss - The simplest way to serve AI/ML models in production

YiVal - Your Automatic Prompt Engineering Assistant for GenAI Applications

agentchain - Chain together LLMs for reasoning & orchestrate multiple large models for accomplishing complex tasks

chatai - Official Repo for Chat AI

ChatGLM2-6B - ChatGLM2-6B: An Open Bilingual Chat LLM | 开源双语对话语言模型

h2o-wizardlm - Open-Source Implementation of WizardLM to turn documents into Q:A pairs for LLM fine-tuning