Rust Model-selection Resources

Ollama Cloud Native Buildpack This buildpack builds an OCI image with Ollama and a large language model. Configure your model by an Ollama Modelfile o

Voice Activity Detector Provides a model and extensions for detecting speech in audio. Standalone Voice Activity Detector This crate provides a standa

A simple tool to convert a WebAssembly module (wasm32-wasi, wasm32-freestanding) to a WASI component (component model, WASI-preview2). Installation In

Oatmeal Terminal UI to chat with large language models (LLM) using different model backends, and integrations with your favourite editors! Overview In

An Algorithmic Approach to (2, 2)-isogenies in the Theta Model Code accompanying the research paper: An Algorithmic Approach to (2, 2)-isogenies in th

example.mp4 About Rust boids simulation using Reynolds model running with Bevy engine. The following parameters can be updated while the simulation is

A Slack chat bot written in Rust that allows the user to interact with a large language model. Creating an App on Slack, first steps Go to https://api

Introduction constructivism is a Rust sample-library designed to simplify the construction of structured data by defining and manipulating sequences o

Minecraft World Selection Grub Theme Wowie, another Minecraft grub theme! But this time it's in the style of the singleplayer world selection menu, wh

porterlib A 3d model, animation and generalized game ripping library written in Rust. 15k LOC Rust in one weekend and I don't think they can get any b

bytepiece Implementation of Su's bytepiece. Bytepiece is a new tokenize method, which uses UTF-8 Byte as unigram to process text. It needs little prep

Integra Web Framework Integra is a sleek, performant web framework for Rust, harnessing the power of the hyper library. Will become the first highly p

wasm_component_layer wasm_component_layer is a runtime agnostic implementation of the WebAssembly component model. It supports loading and linking WAS

summarize-cli Attempt to summarize text from stdin, using a large language model (locally and offline), to stdout. cargo build --release target/releas

Cria - Local llama OpenAI-compatible API The objective is to serve a local llama-2 model by mimicking an OpenAI API service. The llama2 model runs on

Whisper Burn: Rust Implementation of OpenAI's Whisper Transcription Model Whisper Burn is a Rust implementation of OpenAI's Whisper transcription mode

Web-RWKV This is an implementation of the language model of RWKV in pure WebGPU. Compile and Run Install Rust. Run cargo run --release --example gen t

Vision This is a project to write the CSL-Next typescript model and supporting libraries and tools in Rust, and convert to JSON Schema from there. At

LLaMa 7b in rust This repo contains the popular LLaMa 7b language model, fully implemented in the rust programming language! Uses dfdx tensors and CUD

Rusty: GPT-3 Powered CLI Tool Convert natural language into executable commands directly from the terminal! Open source CLI tool powered by OpenAI (br

ChatGPT-Code-Review is a Rust application that uses the OpenAI GPT-3.5 language model to review code. It accepts a local path to a folder containing code, and generates a review for each file in the folder and its subdirectories.

BDFD AI Mod Our tiny Discord ticket support bot that utilizes the OpenAI GPT-3.5-turbo model. This project aims to help users by providing a very fast

CrossBus A Platform-Less, Runtime-Less Actor Computing Model Overview CrossBus is an implementation of Actor Computing Model, with the concept that Ru

llama-node Large Language Model LLaMA on node.js This project is in an early stage, the API for nodejs may change in the future, use it with caution.

Smol Rust RWKV What is it? A simple example of the RWKV approach to language models written in Rust by someone that knows basically nothing about math

llamacord A Discord bot, written in Rust, that generates responses using the LLaMA language model. Built on top of llama-rs. Setup Model Obtain the LL

CLIP as service in Rust A blazing fast gRPC server for CLIP model, powered by ONNX. Only text model can be used now. Build cargo build --bin clip-as-s

llamacord A Discord bot, written in Rust, that generates responses using the LLaMA language model. Built on top of llama-rs. Setup Model Obtain the LL

What is Tight Model Format The main goal of the tmf project is to provide a way to save 3D game assets compressed in such a way, that there are no not

std-ownership An ownership model that is used to replace the Ring in Linux. It's 10x faster than Ring in Syscall. Overview The ownership system allows

bro Introduction One project in Rust that allows users to choose their web browser when clicking a link is bro. bro is a command-line utility that all

COM PROCESS INJECTION for RUST Process Injection via Component Object Model (COM) IRundown::DoCallback(). 该技术由 @modexpblog 挖掘发现，在我对该技术进行深入研究过程中，将原项目 m

STAM Library STAM is a data model for stand-off text annotation and described in detail here. This is a sofware library to work with the model, writte

Flyoff Flyoff is a project that uses Rust and WebAssembly (WASM) to train virtual birds to get the most food using a genetic algorithm and a custom ne

nftables-json Serde JSON model for interacting with the nftables nft executable Provides Rust types that map directly to the nftables JSON object mode

ferrilab Redefining the Rust fundamental data model bitvec funty radium Introduction The ferrilab project is a collection of crates that provide more

Key-Value Component Demo This repo serves as an example of how to use the latest wasm runtime wasmtime and its component-model feature to build and ex

Probabilistic Principal Component Analysis (PPCA) model This project implements a PPCA model implemented in Rust for Python using pyO3 and maturin. In

obj-to-html is a small application that converts a 3D model in .obj format into HTML and CSS that will display that model in a web browser, spinning a

Your one stop CLI for ONNX model analysis. Featuring graph visualization, FLOP counts, memory metrics and more! ⚡️ Quick start First, download and ins

OpenTau: Using OpenAI Codex for Gradual Type Inference Current implementation is focused on TypeScript Python implementation comes next Requirements r

Clipboard Capture for Linux, it can capture the contents of clipboard (or primary selection), as it changes when the program is running and print it to stdout. You can also choose to run some command on each capture.

Segment Segment is a simple & fast in-memory database with a key-value data model written in Rust. Features Dynamic keyspaces Keyspace level control o

A mini kv database demo that using simplified bitcask storage model with rust implementation.

Substreams Ethereum Substreams development kit for Ethereum chains, contains Rust Firehose Block model and helpers as well as utilities for Ethereum A

Transform ML models into a native code (Java, C, Python, Go, JavaScript, Visual Basic, C#, R, PowerShell, PHP, Dart, Haskell, Ruby, F#, Rust) with zero dependencies

Polars Python Documentation | Rust Documentation | User Guide | Discord | StackOverflow Blazingly fast DataFrames in Rust, Python & Node.js Polars is

message-io is a fast and easy-to-use event-driven network library. The library handles the OS socket internally and offers a simple event message API

Generates preview thumbnails for 3D model files. Provide a Windows Explorer extensions that adds preview thumbnails for 3D model files.

random_search A neural network model that can approximate any non-linear function by using the random search algorithm for the optimization of the los

Tachyon Tachyon is a performant and highly parallel reliable udp library that uses a nack based model. Strongly reliable Reliable fragmentation Ordere

tongrams-rs: Tons of N-grams in Rust This is a Rust port of tongrams to index and query large language models in compressed space, in which the data s

RAMP from scratch This is a rewrite of the RAMP (Rapid Assistance in Modelling the Pandemic) model, based on the EcoTwins-withCommuting branch, in Rus

tch-rs-pretrain-example-docker Docker for PyTorch rust bindings tch-rs. Example of pretrain model. Docker files support the following install libtorch

Masked Language Model on Wasm This project is for OPTiM TECH BLOG. Please see below: WebAssemblyを用いてBERTモデルをフロントエンドで動かす Demo Usage Build image docker

Create, share, fetch and model Atomic Data! This repo consists of three components: A library, a server and a CLI. atomic-server Status: Beta. Breakin

pbot pan93412's extensible user bot, which is full-documented, engineered and based on Actor model. Usage Run cargo run --release [--features modules

mrmr Maximum Relevance - Minimum redundancy feature selection algorithm implemented in Rust. Usage CLI app. It gets input from a csv dataset with head

RMI This is a reference implementation of recursive model indexes (RMIs). A prototype RMI was initially described in The Case for Learned Index Struct

Model API About A proof of concept for a web API that can export 3MF files from a parametric OpenSCAD model. A typical use would be to have a form on

tlspuffin TLS Protocol Under FuzzINg A symbolic-model-guided fuzzer for TLS Master Thesis | Thesis Presentation | Documentation Description Fuzzing im

genx genx provides modular building blocks to run simulations of optimization and search problems using Genetic Algorithms (GA). The vision for genx i

Skytable is an effort to provide the best of key/value stores, document stores and columnar databases, that is, simplicity, flexibility and queryability at scale. The name 'Skytable' exemplifies our vision to create a database that has limitless possibilities. Skytable was previously known as TerrabaseDB (and then Skybase) and is also nicknamed "STable", "Sky" and "SDB" by the community.

craftml-rs A Rust implementation of CRAFTML, an Efficient Clustering-based Random Forest for Extreme Multi-label Learning (Siblini et al., 2018). Perf

RustWorks An OS (eventually) for the Numworks calculator (model n0110). Setup First install Rust by following these instuctions then: rustup target ad

Modeling Modeling is a tools to analysis different languages by Ctags process: generate to opt call ctags with opt analysis ctags logs output resulse

A model checker for implementing distributed systems.

miningpool-observer Transparency for Mining Pool Transaction Selection The miningpool-observer project compares block templates produced by a Bitcoin

Holochain-rust Travis: Circle CI: Codecov: License: This code is loosely based on the previous Golang prototype. Code Status: This Rust version is alp

Holochain License: This repository contains the core Holochain libraries and binaries. This is the most recent and well maintained version of Holochai

RustBERTa-SNLI A Rust implementation of a RoBERTa classification model for the SNLI dataset, with support for fine-tuning, predicting, and serving. Th

Provides an implementation of today's most used tokenizers, with a focus on performance and versatility. Main features: Train new vocabularies and tok

Cleora Cleora is a genus of moths in the family Geometridae. Their scientific name derives from the Ancient Greek geo γῆ or γαῖα "the earth", and metr

Actix Actor framework for Rust Documentation User Guide API Documentation API Documentation (master branch) Features Async and sync actors Actor commu

Provides an implementation of today's most used tokenizers, with a focus on performance and versatility. Main features: Train new vocabularies and tok

Citybound is a city building game with a focus on realism, collaborative planning and simulation of microscopic details. It is independently developed

Skybase The next-generation NoSQL database What is Skybase? Skybase (or SkybaseDB/SDB) is an effort to provide the best of key/value stores, document

Holochain License: This repository contains the core Holochain libraries and binaries. This is the most recent and well maintained version of Holochai

Rudr 🚨 NOTE: Rudr is deprecated in favor of the upcoming open application platform project as its successor. There are no plans to produce future rel