Auto-GPT VS DeepSpeed

Compare Auto-GPT vs DeepSpeed and see what are their differences.

Auto-GPT

An experimental open-source attempt to make GPT-4 fully autonomous. [Moved to: https://github.com/Significant-Gravitas/Auto-GPT] (by Torantulino)

DeepSpeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective. (by microsoft)
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Auto-GPT DeepSpeed
104 51
72,359 33,306
- 1.7%
9.8 9.8
about 1 year ago 6 days ago
Python Python
MIT 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.

Auto-GPT

Posts with mentions or reviews of Auto-GPT. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-05-19.

DeepSpeed

Posts with mentions or reviews of DeepSpeed. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-12-06.

What are some alternatives?

When comparing Auto-GPT and DeepSpeed you can also consider the following projects:

gpt4all - gpt4all: run open-source LLMs anywhere

ColossalAI - Making large AI models cheaper, faster and more accessible

llama.cpp - LLM inference in C/C++

Megatron-LM - Ongoing research training transformer models at scale

JARVIS - JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf

fairscale - PyTorch extensions for high performance and large scale training.

AgentGPT - 🤖 Assemble, configure, and deploy autonomous AI Agents in your browser.

TensorRT - NVIDIA® TensorRT™ is an SDK for high-performance deep learning inference on NVIDIA GPUs. This repository contains the open source components of TensorRT.

babyagi

accelerate - 🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (including fp8), and easy-to-configure FSDP and DeepSpeed support

SuperAGI - <⚡️> SuperAGI - A dev-first open source autonomous AI agent framework. Enabling developers to build, manage & run useful autonomous agents quickly and reliably.

fairseq - Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

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InfluxDB - Power Real-Time Data Analytics at Scale
Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
www.influxdata.com
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