SSVM
yomo
Our great sponsors
SSVM | yomo | |
---|---|---|
50 | 8 | |
7,932 | 1,611 | |
3.3% | 2.2% | |
9.8 | 9.0 | |
3 days ago | 5 days ago | |
C++ | Go | |
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.
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 – 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
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.
- 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!)...
yomo
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FireScroll - An unkillable multi-region KV database that scales reads to infinity
I have used HTTP3 QUIC for really fast edge. This golang project: https://github.com/yomorun/yomo
- Instant Messaging: XMPP or GO Socket
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Enjoy the most lightweight AI inference
YoMo is a programming framework enabling developers to build a distributed cloud system (Geo-Distributed Cloud System). YoMo's communication layer is made on top of the QUIC protocol, which brings high-speed data transmission. In addition, it has a built-in Streaming Serverless “streaming function”, which significantly improves the development experience of distributed cloud systems. The distributed cloud system built by YoMo provides an ultra-high-speed communication mechanism between near-field computing power and terminals. It has a wide range of use cases in Metaverse, VR/AR, IoT, etc.
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Streaming Image Recognition by WebAssembly and Tensorflow
This project demonstrates how to process a video stream in real-time using WebAssembly and apply a pre-trained food classification model to each frame of the video in order to determine if food is present in that frame, all by integrating WasmEdge into YoMo serverless.
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DEBS Grand Challenge: Real-Time Stream Processing with YoMo
The organization of this article is as follows. First, we will take a quick look at what kind of data we are dealing with. Then, we will introduce two queries, which were originally proposed by ACM DEBS. Finally, we will install YoMo, which is an open-source framework for real-time stream processing, and implement both queries as described.
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QUIC Weekly - 20210414
QUIC is the Quick UDP Internet Connections protocol, developed by Google and currently in IETF workgroups for further development. It is being considered for replacing TCP as a transport protocol for HTTP/3. We are building an Open source project for IoT & Edge Computing atop QUIC called 🦖YoMo
- YoMo: An open-source Streaming Serverless Framework for Latency-sensitive applications
What are some alternatives?
wasmer - 🚀 The leading Wasm Runtime supporting WASIX, WASI and Emscripten
msquic - Cross-platform, C implementation of the IETF QUIC protocol, exposed to C, C++, C# and Rust.
wasmtime - A fast and secure runtime for WebAssembly
yomo-wasmedge-tensorflow - This application demonstrates how to launch high-performance "serverless" functions from the YoMo framework to process streaming data. The functions are embedded in a WebAssembly VM, WasmEdge, for safety, security, portability, and manageability.
aws-lambda-wasm-runtime - A template project for building high-performance, portable, and safe serverless functions in AWS Lambda.
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.
WAVM - WebAssembly Virtual Machine
cli - Command-line tools for YoMo.
dapr-wasm - A template project to demonstrate how to run WebAssembly functions as sidecar microservices in dapr
h3-protocol-stack - Diagrams visualizing the HTTP/3, HTTP/2 and HTTP/1 protocol stacks and their features
WasmEdge-go - The GO language SDK and API for WasmEdge
WasmEdge-tensorflow