runw
SSVM
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runw
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Using Docker tools like CRI-O to manage WebAssembly apps
One of the great advantages of Docker is its rich ecosystem of tools. An alternative runner for CRI-O, called runw, could load and run WebAssembly bytecode programs as if they are Docker image files. runw will bring Docker-like tooling to WebAssembly developers.
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š Manage WebAssembly Apps in WasmEdge Using Docker Tools
One of the great advantages of Docker is its rich ecosystem of tools. At WasmEdge, we would like to bring Docker-like tooling to our developers. To accomplish that, we created an alternative runner for CRI-O, called runw, to load and run WebAssembly bytecode programs as if they are Docker image files.
SSVM
- A WASM runtime for running LLMs locally
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Time-series data ingestion from Rust WebAssembly application, leveraging GreptimeDB and WasmEdge
WasmEdge GitHub address: https://github.com/WasmEdge/WasmEdge.
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Orca-2-13B Runs Directly on Rust+WASM ā No Python/C++ Hassles
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
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Run LLMs on my own Mac fast and efficient Only 2 MBs
Mmmā¦
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.
ā¦and that is totally non portable.
The reason this works, is because itās 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 canāt.
This isnāt portable.
Itās not sandboxed.
If you have a wasm binary you might be able to run it if the version of the runtime youāre using happens to implement the specific ggml backend you need, which it probably doesnātā¦ because thereās literally no requirement for it to do so.
Thereās a lot of āso portableā talk in this article which really seems misplaced.
- Security Slam 2023: Contribute to WasmEdge and Elevate Open Source Security
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Requiem for a Stringref
WasmEdge isn't there yet: https://github.com/WasmEdge/WasmEdge/issues/1122#issuecommen...
- Should You Be Scared of Unix Signals?
- WasmEdge 0.13.0: Unified CLI, ARM Support and Migrating Extensions to Plugins
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ChatGPT-powered code review bot to boost your PR merge. Deploy in 5 mins
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-...
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Cloud, Why So Difficult?
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!)...
What are some alternatives?
wasm-learning - Building Rust functions for Node.js to take advantage of Rust's performance, WebAssembly's security and portability, and JavaScript's ease-of-use. Demo code and recipes.
wasmer - š The leading Wasm Runtime supporting WASIX, WASI and Emscripten
rustwasmc - Tool for building Rust functions for Node.js. Combine the performance of Rust, safety and portability of WebAssembly, and ease of use of JavaScript.
wasmtime - A fast and secure runtime for WebAssembly
cri-tools - CLI and validation tools for Kubelet Container Runtime Interface (CRI) .
aws-lambda-wasm-runtime - A template project for building high-performance, portable, and safe serverless functions in AWS Lambda.
cri-o - Open Container Initiative-based implementation of Kubernetes Container Runtime Interface
WAVM - WebAssembly Virtual Machine
plugins - Some reference and example networking plugins, maintained by the CNI team.
dapr-wasm - A template project to demonstrate how to run WebAssembly functions as sidecar microservices in dapr
cli - The Docker CLI
WasmEdge-go - The GO language SDK and API for WasmEdge