Best AI tools for< Clean Pre-training Data >

Roundtable is an AI-assisted data cleaning tool designed for enterprise survey programming. It offers an easy-to-integrate API for cleaning open-ended survey responses, saving up to 70% of time. The tool uses real-time behavioral tracking to detect unnatural typing and programmatic entries, and it provides multilingual functionality for deploying studies to various markets. Roundtable also features GPT detection to identify bots and participants, dynamic clustering to group duplicate responses, and programmatic pre-screening to auto-reject low-quality participants. The tool is trusted by leaders and innovators for improving data quality efforts and providing reliable human-generated insights.

Seudo is a data workflow automation platform that uses AI to help businesses automate their data processes. It provides a variety of features to help businesses with data integration, data cleansing, data transformation, and data analysis. Seudo is designed to be easy to use, even for businesses with no prior experience with AI. It offers a drag-and-drop interface that makes it easy to create and manage data workflows. Seudo also provides a variety of pre-built templates that can be used to get started quickly.

Audo Studio is an AI-powered audio cleaning tool that automatically removes background noise, enhances speech, and improves audio quality using advanced audio processing and artificial intelligence technology. With just one click, users can clean their audio in seconds, saving time and effort. The tool is designed to cater to podcasters, YouTubers, video creators, and anyone looking to improve the sound quality of their recordings.

Audioscribe is an AI-powered Record-to-Text tool developed by Wordware. It allows users to easily convert spoken words into well-structured notes. The tool is designed to help individuals clean up their thoughts by recording and transforming them into organized text. Audioscribe is part of Wordware's suite of applications that aim to streamline various tasks through AI technology, catering to both technical and non-technical users.

Botmake.io is a simple and clean no-code chatbot creation tool that allows users to create chatbots without any coding experience. With Botmake.io, users can automate repetitive questions, import and export data in CSV format, customize the look and feel of their chatbots, extend their chatbots with apps, and embed their chatbots on their websites. Botmake.io offers a free plan and a premium plan with additional features.

Futr Energy is a solar asset management platform designed to help manage solar power plants efficiently. It offers a range of tools and features such as remote monitoring, CMMS, inventory management, performance monitoring, and automated reports. Futr Energy aims to provide clean energy developers, operators, and investors with intelligent solutions to optimize the generation and performance of solar assets.

Charm is an AI-powered spreadsheet assistant that helps users clean messy data, create content, summarize feedback, classify sales leads, and generate dummy data. It is a Google Sheets add-on that automates tasks that are impossible to do with traditional formulas. Charm is used by hundreds of analysts, marketers, product managers, and more.

Earth AI is a high-performance explorer for clean energy minerals, utilizing artificial intelligence to discover untapped critical metal deposits at half the cost and in a fraction of the time. The company works with mineral resource companies to improve their odds of success while keeping costs low, offering accurate AI-driven prospect detection, modular hardware, and streamlined operations. Earth AI's revenue model is independent of service profits, and their process is four times faster than traditional methods. The company partners with explorers and development companies to bring discovered deposits into production.

Luminal is a powerful AI copilot that helps users clean, transform, and analyze spreadsheets 10x faster. It offers fast and efficient data analysis capabilities, enabling users to perform complex operations and run AI-enabled tasks using natural language. With Luminal, users can visualize data, ask complex questions, and clean and format spreadsheets effortlessly. The application supports multiple languages, provides secure data hosting with encryption, and offers simple pricing that scales with user needs.

Codacy is an AI-powered code quality and security platform designed for developers to efficiently optimize and secure their code. It offers a unified set of AppSec tools, data-driven insights, and seamless integrations across the software development lifecycle. Codacy helps teams monitor and resolve security issues at scale, improve code quality, and prevent breaking changes. With AI suggested fixes and effortless code quality monitoring, Codacy is a valuable tool for businesses and developers alike.

AnyToSpeech is an AI text-to-speech and PDF to Audiobook solution that offers a clean and simple way to convert text, PDFs, documents, scans, and images to speech. It provides a variety of realistic voices in multiple languages for users to choose from. The platform also allows users to convert URLs to speech and offers a library to save and access their generated audio files at any time.

Object Remover is an online image cleanup tool that uses AI to remove unwanted objects, people, and defects from your photos. It's easy to use, just upload your photo and select the objects you want to remove. Object Remover will then automatically process your photo and remove the selected objects, leaving you with a clean, professional-looking image.

Potis is an AI-powered hiring copilot that automates the screening process and evaluates candidates' real-world skills through behavioral interviews. It provides clear and bias-free talent scoring, customized feedback, and helps recruiters save time and costs while improving the quality of hires.

Firecrawl is an advanced web crawling and data conversion tool designed to transform any website into clean, LLM-ready markdown. It automates the collection, cleaning, and formatting of web data, streamlining the preparation process for Large Language Model (LLM) applications. Firecrawl is best suited for business websites, documentation, and help centers, offering features like crawling all accessible subpages, handling dynamic content, converting data into well-formatted markdown, and more. It is built by LLM engineers for LLM engineers, providing clean data the way users want it.

Bifrost is an AI-powered tool that converts Figma designs into clean React code automatically. It eliminates the need to write frontend code from scratch, enabling users to create component sets, scale designs, and iterate effortlessly. The tool streamlines the development process, allowing engineers to focus on business-driving features and empowering designers to update screens seamlessly. Bifrost is revolutionizing the design-to-code process with its AI capabilities, making it a valuable asset for design and engineering teams.

OneAudio is an AI-powered tool that allows users to summarize, transcribe, and convert audio files into notes effortlessly. With the ability to recognize words accurately and efficiently, OneAudio helps users organize their ideas in one place. The tool leverages the OpenAI GPT-4 and GPT-4o models to provide users with features like recording audio, saving notes, rewriting summaries using AI, and more. Users can trust the community's positive feedback and enjoy a seamless experience with OneAudio.

Quest is a web-based application that allows users to generate React code from their designs. It incorporates AI models to generate real, useful code that incorporates all the things professional developers care about. Users can use Quest to build new applications, add to existing applications, and create design systems and libraries. Quest is made for development teams and integrates with the design and dev tools that users love. It is also built for the most demanding product teams and can be used to build new applications, build web pages, and create component templates.

Spark Mail is a smart and focused email application that utilizes AI technology to help users craft perfect emails quickly. It offers features such as Smart Inbox, Gatekeeper, Snooze Emails, Send Later, Reminder to Follow-up, Email Signatures, Newsletters & Notifications, and more. Spark Mail is designed to filter out the noise in emails, allowing users to prioritize important contacts, organize their inbox, and focus on what's important. With over 17.5 million users worldwide, Spark Mail aims to redefine the way people work by providing tools to overcome information overload and distractions.

RambleFix is an AI note-taking and writing tool that helps users transcribe, clean up, and rewrite their spoken thoughts into articles, notes, emails, social posts, lists, and journal entries. It supports multiple languages and offers features like transcription, restyling with AI, easy sharing, editing, uploading files, mimicking writing style, appending to existing content, and translations. RambleFix is trusted by over 6,000 happy users and is praised for its productivity-boosting capabilities.

PolitePost.net is an AI tool that specializes in rewriting emails to make them more professional and suitable for the workplace. Users can utilize the AI-powered chatbot to enhance the language and tone of their emails quickly and efficiently. The tool aims to help individuals improve their communication skills and make a positive impression in their professional correspondence.

LLMs is a Chinese large language model technology stack for practical use. It includes high-availability pre-training, SFT, and DPO preference alignment code framework. The repository covers pre-training data cleaning, high-concurrency framework, SFT dataset cleaning, data quality improvement, and security alignment work for Chinese large language models. It also provides open-source SFT dataset construction, pre-training from scratch, and various tools and frameworks for data cleaning, quality optimization, and task alignment.

ProX is a lm-based data refinement framework that automates the process of cleaning and improving data used in pre-training large language models. It offers better performance, domain flexibility, efficiency, and cost-effectiveness compared to traditional methods. The framework has been shown to improve model performance by over 2% and boost accuracy by up to 20% in tasks like math. ProX is designed to refine data at scale without the need for manual adjustments, making it a valuable tool for data preprocessing in natural language processing tasks.

The repository 'LLM-for-Healthcare' provides a comprehensive survey of large language models (LLMs) for healthcare, covering data, technology, applications, and accountability and ethics. It includes information on various LLM models, training data, evaluation methods, and computation costs. The repository also discusses tasks such as NER, text classification, question answering, dialogue systems, and generation of medical reports from images in the healthcare domain.

LLM Datasets is a repository containing high-quality datasets, tools, and concepts for LLM fine-tuning. It provides datasets with characteristics like accuracy, diversity, and complexity to train large language models for various tasks. The repository includes datasets for general-purpose, math & logic, code, conversation & role-play, and agent & function calling domains. It also offers guidance on creating high-quality datasets through data deduplication, data quality assessment, data exploration, and data generation techniques.

Data Prep Kit is a community project aimed at democratizing and speeding up unstructured data preparation for LLM app developers. It provides high-level APIs and modules for transforming data (code, language, speech, visual) to optimize LLM performance across different use cases. The toolkit supports Python, Ray, Spark, and Kubeflow Pipelines runtimes, offering scalability from laptop to datacenter-scale processing. Developers can contribute new custom modules and leverage the data processing library for building data pipelines. Automation features include workflow automation with Kubeflow Pipelines for transform execution.

This repository contains a comprehensive collection of 63 must-know Large Language Models (LLMs) interview questions. It covers topics such as the architecture of LLMs, transformer models, attention mechanisms, training processes, encoder-decoder frameworks, differences between LLMs and traditional statistical language models, handling context and long-term dependencies, transformers for parallelization, applications of LLMs, sentiment analysis, language translation, conversation AI, chatbots, and more. The readme provides detailed explanations, code examples, and insights into utilizing LLMs for various tasks.

This repository contains a hand-curated list of great machine (deep) learning resources for Natural Language Processing (NLP) with a focus on Generative Pre-trained Transformer (GPT), Bidirectional Encoder Representations from Transformers (BERT), attention mechanism, Transformer architectures/networks, Chatbot, and transfer learning in NLP.

Data-Juicer is a one-stop data processing system to make data higher-quality, juicier, and more digestible for LLMs. It is a systematic & reusable library of 80+ core OPs, 20+ reusable config recipes, and 20+ feature-rich dedicated toolkits, designed to function independently of specific LLM datasets and processing pipelines. Data-Juicer allows detailed data analyses with an automated report generation feature for a deeper understanding of your dataset. Coupled with multi-dimension automatic evaluation capabilities, it supports a timely feedback loop at multiple stages in the LLM development process. Data-Juicer offers tens of pre-built data processing recipes for pre-training, fine-tuning, en, zh, and more scenarios. It provides a speedy data processing pipeline requiring less memory and CPU usage, optimized for maximum productivity. Data-Juicer is flexible & extensible, accommodating most types of data formats and allowing flexible combinations of OPs. It is designed for simplicity, with comprehensive documentation, easy start guides and demo configs, and intuitive configuration with simple adding/removing OPs from existing configs.

Vertex AI is a platform for end-to-end model development. It consist of core components that make the processes of MLOps possible for design patterns of all types.

Steel-LLM is a project to pre-train a large Chinese language model from scratch using over 1T of data to achieve a parameter size of around 1B, similar to TinyLlama. The project aims to share the entire process including data collection, data processing, pre-training framework selection, model design, and open-source all the code. The goal is to enable reproducibility of the work even with limited resources. The name 'Steel' is inspired by a band '万能青年旅店' and signifies the desire to create a strong model despite limited conditions. The project involves continuous data collection of various cultural elements, trivia, lyrics, niche literature, and personal secrets to train the LLM. The ultimate aim is to fill the model with diverse data and leave room for individual input, fostering collaboration among users.

AI Audio Datasets List (AI-ADL) is a comprehensive collection of datasets consisting of speech, music, and sound effects, used for Generative AI, AIGC, AI model training, and audio applications. It includes datasets for speech recognition, speech synthesis, music information retrieval, music generation, audio processing, sound synthesis, and more. The repository provides a curated list of diverse datasets suitable for various AI audio tasks.

I help declutter your space by analyzing room photos and suggesting what to organize.

Clarity in Risk Management

Provides tailored water conservation strategies for diverse regions.​

Gives global, personalized cleaning advice

Find eco-friendly beauty alternatives! 🌎💚 This GPT helps you swap to clean, sustainable products with ease.

Your eco-friendly aide for sustainable living! 🌟 Offers insights on renewable energy sources, tips for reducing carbon footprint, and green tech trends. 🌍

Transforms spoken language into polished text effortlessly.

I clean and explain data.

making you have a fun time and be accountable for a clean space

Clean and structure your raw data with automatic file output for your Custom GPT knowledge.

Ask Robert Sösemann, a Salesforce MVP and inventor of PMD for Salesforce, about Salesforce Development, Clean Code and PMD

Your go-to 🌟 AI assistant for tracking Paleo diet meals 🍖, offering recipes 📄, and managing dietary goals 💯. Eat clean, live strong!

Draft effective and clean standup updates for Slack.

Getting and Staying Clean & Sober, One Day At A Time

Upload a screenshot of a website and convert it to clean HTML/Tailwind/JS code.

👌 AI-Powered Eco-Friendly Stain Solver 👌 Your smart stain-removing companion for any surface. Say goodbye to tough stains with Clean Genius! 🌱✨

Specialist in aquatic life, clean water, and water safety

We deliver a greener, safer clean to your home and your family with our environmentally friendly products.

A Python and programming expert, guiding users on best practices for writing clean, efficient, and well-documented Python code.

I'm a sticker maker! Provide text and I'll turn it into a clean, creative 2D sticker.