DropBear

DropBear

Matt Johnston
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About

Dropbear is a relatively small SSH server and client. It runs on a variety of Unix platforms. Dropbear is open-source software, distributed under an MIT-style license. Dropbear is particularly useful for "embedded"-type Linux (or other Unix) systems, such as wireless routers. If you want to be notified of new releases, or for general discussion of Dropbear, you can subscribe to the relatively low-volume mailing list. With a small memory footprint suitable for memory-constrained environments, Dropbear can compile to a 110kB statically linked binary with uClibc on x86 (only minimal options selected) Dropbear server implements X11 forwarding and authentication-agent forwarding for OpenSSH clients. The server, client, keygen, and key converter can be compiled into a single binary (like busybox) Features can easily be disabled when compiling to save space. The multi-hop mode uses SSH TCP forwarding to tunnel through multiple SSH hosts in a single command.

About

Luminal is a machine-learning framework built for speed, simplicity, and composability, focusing on static graphs and compiler-based optimization to deliver high performance even for complex neural networks. It compiles models into minimal “primops” (only 12 primitive operations) and then applies compiler passes to replace those with device-specific optimized kernels, enabling efficient execution on GPU or other backends. It supports modules (building blocks of networks with a standard forward API) and the GraphTensor interface (typed tensors and graphs at compile time) for model definition and execution. Luminal’s core remains intentionally small and hackable, with extensibility via external compilers for datatypes, devices, training, quantization, and more. Quick-start guidance shows how to clone the repo, build a “Hello World” example, or run a larger model like LLaMA 3 using GPU features.

Platforms Supported

Windows Supported
Mac Supported
Linux Supported
Cloud Not Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Audience

IT teams and individuals looking for a small SSH Server and Client solution to manage memory-constrained environments

Audience

ML infrastructure engineers and researchers seeking a tool offering a deployment framework for GPUs or heterogeneous devices

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

API

Offers API Not Supported

API

Offers API Supported

Screenshots and Videos

Screenshots and Videos

Pricing

Free
Free Version Supported
Free Trial Not Supported

Pricing

No information available.
Free Version Not Supported
Free Trial Not Supported

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Training

Documentation Supported
Webinars Not Supported
Live Online Supported
In Person Not Supported

Company Information

Matt Johnston
Australia
matt.ucc.asn.au/dropbear/dropbear.html

Company Information

Luminal
United States
luminalai.com

Alternatives

Alternatives

Telegraf

Telegraf

InfluxData
Deci

Deci

Deci AI
Muon SSH Terminal

Muon SSH Terminal

Subhra Das Gupta

Categories

SSH Clients Supported

Categories

AI Inference Supported
Deep Learning Supported

Integrations

FreeBSD Supported
Hugging Face Not Supported
Llama 3 Not Supported
NetBSD Supported
OpenBSD Supported

Integrations

FreeBSD Not Supported
Hugging Face Supported
Llama 3 Supported
NetBSD Not Supported
OpenBSD Not Supported
Claim DropBear and update features and information
Claim DropBear and update features and information
Claim Luminal and update features and information
Claim Luminal and update features and information