aide vs ReplitLM

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aide		ReplitLM
	Project
1	Mentions	3
13	Stars	911
-	Growth	0.7%
6.4	Activity	7.0
10 months ago	Latest Commit	7 months ago
Python	Language	Python
-	License	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.

aide

Posts with mentions or reviews of aide. We have used some of these posts to build our list of alternatives and similar projects.

AIDE : LLM shell and docs-set interrogator
1 project | /r/LocalLLaMA | 10 Jul 2023

AIDE

ReplitLM

Posts with mentions or reviews of ReplitLM. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-05-05.

AI — weekly megathread!
4 projects | /r/artificial | 5 May 2023

Replit’s new 2.7B params code LLM, ReplitLM is now open-source. It outperformed Codex and LLaMA despite being smaller in size [GitHub | Hugging Face Demo].
Replit's new Code LLM was trained in 1 week
12 projects | news.ycombinator.com | 3 May 2023

Some links:
- Repo: https://github.com/replit/ReplitLM/tree/main/replit-code-v1-...
- HuggingFace: https://huggingface.co/replit/replit-code-v1-3b
- Demo: https://huggingface.co/spaces/replit/replit-code-v1-3b-demo
- Early benchmark results: https://twitter.com/amasad/status/1651019556423598081
A lot about this was surprising. We knew it was going to be good, but didn't expect to be this good -- especially surprising was the finetuned performance boost and the fact that the model is decent (in some cases much better than much larger language models) at language tasks and reasoning.
It feels like there is a lot more to do with this model, and I have a suspicion you can even make a half-decent chat bot (at least one focused on code) by finetuning.
Will follow up with the UL2R version (fill-in-the-middle support).
ReplitLM specialized on code completion open-sourced by Replit
1 project | news.ycombinator.com | 2 May 2023

What are some alternatives?

When comparing aide and ReplitLM you can also consider the following projects:

marvin - ✨ Build AI interfaces that spark joy

code-align-evals-data

embedchain - Personalizing LLM Responses

mation-spec

AutoPR - Run AI-powered workflows over your codebase

hate-speech-project

dify - Dify is an open-source LLM app development platform. Dify's intuitive interface combines AI workflow, RAG pipeline, agent capabilities, model management, observability features and more, letting you quickly go from prototype to production.

thinkgpt - Agent techniques to augment your LLM and push it beyong its limits

khoj - Your AI second brain. A copilot to get answers to your questions, whether they be from your own notes or from the internet. Use powerful, online (e.g gpt4) or private, local (e.g mistral) LLMs. Self-host locally or use our web app. Access from Obsidian, Emacs, Desktop app, Web or Whatsapp.

Mr.-Ranedeer-AI-Tutor - A GPT-4 AI Tutor Prompt for customizable personalized learning experiences.

E2B - Secure cloud runtime for AI apps & AI agents. Fully open-source.