SSVM VS spin

WasmEdge GitHub address: https://github.com/WasmEdge/WasmEdge.

I see that they recently changed the intro of WasmEdge on Github [1] to " WasmEdge is the easiest and fastest way to run LLMs on your own devices. "

Since it's a wasm runtime capable of many things I find bizarre that they now start describing it with a ultra-specific use case

- [1] https://github.com/WasmEdge/WasmEdge

Mmm…

The wasm-nn that this relies on (https://github.com/WebAssembly/wasi-nn) is a proposal that relies of arbitrary plugin backends sending arbitrarily chunks to some vendor implementation. The api is literally like set input, compute, set output.

…and that is totally non portable.

The reason this works, is because it’s relying on the abstraction already implemented in llama.cpp that allows it to take a gguf model and map it to multiple hardware targets,which you can see has been lifted here: https://github.com/WasmEdge/WasmEdge/tree/master/plugins/was...

So..

> Developers can refer to this project to write their machine learning application in a high-level language using the bindings, compile it to WebAssembly, and run it with a WebAssembly runtime that supports the wasi-nn proposal, such as WasmEdge.

Is total rubbish; no, you can’t.

This isn’t portable.

It’s not sandboxed.

If you have a wasm binary you might be able to run it if the version of the runtime you’re using happens to implement the specific ggml backend you need, which it probably doesn’t… because there’s literally no requirement for it to do so.

There’s a lot of “so portable” talk in this article which really seems misplaced.

WasmEdge isn't there yet: https://github.com/WasmEdge/WasmEdge/issues/1122#issuecommen...

Example 1: Analyze the content and risks of each commit in the PR. Then make a summary. https://github.com/WasmEdge/WasmEdge/pull/2394#issuecomment-...

There has also been a few "cloud-native" runtimes based on WASM, like WasmEdge but there's a few others (can't remember their names!)...

For example, here's a snippet of my Git config for the spin repository:

We built (and open-sourced) Spin to make the developer experience easier, and we want to show you this through Fermyon's Advent of Spin. You will be presented with fun coding challenges that'll help you learn to build with Spin and WebAssembly.

Fermyon Spin is the open source tool for building serverless functions with WebAssembly. We’re going to use a few Spin commands to go from blinking cursor to deployed app in just a few minutes. Along the way, we’ll walk through a Spin project and see some of the features of Spin 2.0.

linky: https://github.com/fermyon/spin#readme (Apache 2; and while I don't see any CLA, interestingly they do require GPG signed commits: https://developer.fermyon.com/spin/contributing-spin#committ... )

To install the binary file on Windows, download the Windows binary release, unzip the file, and place the spin.exe file in your system path.

We are delighted to introduce Spin 1.0, the first stable release of the open source developer tool for building serverless applications with WebAssembly (Wasm)! Since we first introduced Spin last year, we have been hard at work together with the community on building a frictionless developer experience for building and running serverless applications with Wasm.

“Waggy is used for writing WAGI (WebAssembly Gateway Interface) compliant API routers/individual handlers. WAGI was developed by deislabs for accepting and routing incoming HTTP requests with WebAssembly via a configuration file (modules.toml) defining routes, modules, volumes to be mounted, etc. WAGI can run as a stand alone server, or with a framework such as the Fermyon/Spin framework Go SDK. Waggy allows for the flexibility of handling the routing via the modules.toml, or to define it code (Waggy is written in Go), as well as various pieces of convenient functionality such as the new features described above!!”

They’re VC-funded and will vendor lock-in you. See their response to my discussion:

https://github.com/fermyon/spin/discussions/861

With WasmEdge there is no vendor lock-in, it’s opaque and standards-based

What language do you want? And how experimental are you wanting to go? This project is crazy cool https://github.com/fermyon/spin , but might be harder to work with if you’re not willing to use rust :p, think they might have made it easy for c# too though