rustwasmc
SSVM
| rustwasmc | SSVM | |
|---|---|---|
| 3 | 50 | |
| 131 | 7,974 | |
| - | 1.7% | |
| 0.0 | 9.7 | |
| about 1 year ago | about 14 hours ago | |
| Rust | C++ | |
| Apache License 2.0 | Apache License 2.0 |
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.
rustwasmc
-
Enjoy the most lightweight AI inference
Finally, since our demo WebAssembly functions are written in Rust, you will also need a Rust compiler and the rustwasmc toolchain.
-
š Manage WebAssembly Apps in WasmEdge Using Docker Tools
The sample Wasm application is written in Rust. To make it work, make sure that you have Rust and the rustwasmc toolchains installed.
-
Streaming Image Recognition by WebAssembly and Tensorflow
Install rustwasmc
SSVM
- A WASM runtime for running LLMs locally
-
Time-series data ingestion from Rust WebAssembly application, leveraging GreptimeDB and WasmEdge
WasmEdge GitHub address: https://github.com/WasmEdge/WasmEdge.
-
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
-
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
-
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
-
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-...
-
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
wasmedge-quickjs - A high-performance, secure, extensible, and OCI-complaint JavaScript runtime for WasmEdge.
wasmtime - A fast and secure runtime for WebAssembly
cri-o - Open Container Initiative-based implementation of Kubernetes Container Runtime Interface
aws-lambda-wasm-runtime - A template project for building high-performance, portable, and safe serverless functions in AWS Lambda.
yomo - š¦ Stateful Serverless Framework for building Geo-distributed Edge AI Infra
WAVM - WebAssembly Virtual Machine
customasm - š» An assembler for custom, user-defined instruction sets! https://hlorenzi.github.io/customasm/web/
dapr-wasm - A template project to demonstrate how to run WebAssembly functions as sidecar microservices in dapr
WasmEdge-tensorflow-deps
WasmEdge-go - The GO language SDK and API for WasmEdge