ai-guide
marvin
| ai-guide | marvin | |
|---|---|---|
| 4 | 17 | |
| 112 | 4,799 | |
| - | 4.1% | |
| 10.0 | 9.9 | |
| 11 months ago | 10 days ago | |
| Python | ||
| - | Apache License 2.0 |
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.
ai-guide
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WormGPT – The Generative AI Tool Cybercriminals Are Using
Read this a bit outdated article https://github.com/Crataco/ai-guide/blob/main/guide/original...
Or you can also see here https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderb...
- Now that sucks
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4-Apr-2023
Models guide (https://github.com/Crataco/ai-guide/blob/main/guide/models.md)
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State-of-the-art open-source chatbot, Vicuna-13B, just released model weights
Hi! Funnily enough I couldn't find much on it either, so that's exactly what I've been working on myself for the past few months: just in case this kind of question got asked.
I've recently opened a GitHub repository which includes information for both AI model series[0] and frontends you can use to run them[1]. I've also wrote a Reddit post that's messier, but a lot more technical[2].
I try to keep them as up-to-date as possible, but I might've missed something or my info may not be completely accurate. It's mostly to help get people's feet wet.
[0] - https://github.com/Crataco/ai-guide/blob/main/guide/models.m...
marvin
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Show HN: Marvin 2.0 – a lightweight, multi-modal AI toolkit
Hey HN! We just released Marvin 2.0.
Marvin is an AI toolkit for developers who want to use LLMs with traditional software. We still see significant challenges integrating LLMs because of how difficult it is to get them to reliably accept and return structured data. Marvin consists of independent, functional tools that address this problem in a variety of ways.
Marvin has always been focused on using LLMs to work with native Python datatypes and Pydantic models. In 2.0 we've expanded this significantly with dedicated APIs for the most common use cases we've seen over the last year: classification, entity extraction, transforming data to types, and generating synthetic data. Marvin 2.0 is also fully multi-modal and supports images as inputs for classification, extraction, and transformation tasks (as well as simple image and speech generation). We've also introduces a Pythonic interface to OpenAI's assistants API, which now powers all of Marvin's interactive components.
We've tried to make an LLM framework that "sparks joy" and captures that same feeling you had the first time you saw an LLM in action. Try it out and let us know what you think!
(Repo: https://github.com/PrefectHQ/marvin)
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Show HN: Magentic – Use LLMs as simple Python functions
Seems a lot like https://github.com/PrefectHQ/marvin?
The prompting you do seems an awfully like:
https://www.askmarvin.ai/prompting/prompt_function/
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Amazon CodeWhisperer, Free for Individual Use, Is Now Generally Available
You can try the decorator ai_fn in marvin https://github.com/PrefectHQ/marvin
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4-Apr-2023
Marvin: a batteries-included library for building AI-powered software. Marvin's job is to integrate AI directly into your codebase by making it look and feel like any other function (https://github.com/PrefectHQ/marvin)
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Magic - AI functions for Typescript
Sure! I was inspired by this Python library: https://github.com/PrefectHQ/marvin
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Show HN: A ChatGPT TUI with custom bots
I see Langchain has support for Azure chat models, and Marvin is built on Langchain so it may not be so difficult! Tracking issue here: https://github.com/PrefectHQ/marvin/issues/189
- FLaNK Stack Weekly 3 April 2023
- Meet Marvin: A batteries-included library for building AI-powered software, aka “woah-code”
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Show HN: Marvin – build AI functions that use an LLM as a runtime
We have a related issue open (https://github.com/PrefectHQ/marvin/issues/64) but haven't designed anything yet.
What are some alternatives?
text-generation-webui - A Gradio web UI for Large Language Models. Supports transformers, GPTQ, AWQ, EXL2, llama.cpp (GGUF), Llama models.
LocalAI - :robot: The free, Open Source OpenAI alternative. Self-hosted, community-driven and local-first. Drop-in replacement for OpenAI running on consumer-grade hardware. No GPU required. Runs gguf, transformers, diffusers and many more models architectures. It allows to generate Text, Audio, Video, Images. Also with voice cloning capabilities.
dalai - The simplest way to run LLaMA on your local machine
bpytop - Linux/OSX/FreeBSD resource monitor
FastChat - An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.
aide - LLM shell and document interogator
llama-tools - Tools for the LLaMA language model
magentic - Seamlessly integrate LLMs as Python functions
outlines - Structured Text Generation
use_gpt_as_programming_lang - use gpt as programming language
the-algorithm
lazydocker - The lazier way to manage everything docker