Best AI tools for< Automate Tuning >

OtterTune was a database tuning service start-up that operated from 2020 to 2024. The company, founded at Carnegie Mellon University, is no longer operational. The founder, DJ OT, is currently in prison for a parole violation. Despite its closure, OtterTune was known for its innovative approach to database tuning. The website now serves as a research archive and provides access to its GitHub repository.

Gradient is an AI automation platform designed specifically for enterprise AI purposes. It offers a seamless way to automate manual workflows with minimal effort, providing business intuition and industry expertise. The platform ensures unmatched compliance with various regulations and prioritizes privacy and security. Gradient's Agent Foundry enables users to automate tasks, integrate data, and optimize workflows efficiently, making it a valuable tool for modern enterprises.

Keak is the first AI agent designed to continuously improve websites by generating variations through thousands of A/B tests. It automates the process of launching A/B tests, fine-tuning AI models, and self-improving websites. Keak works seamlessly on various platforms and offers a Chrome extension for easy access. With a focus on event tracking and determining winning variations, Keak aims to optimize websites efficiently and effectively.

Cradl AI is an AI-powered tool designed to automate document workflows with no-code AI. It enables users to extract data from any document automatically, integrate with no-code tools, and build custom AI models through an easy-to-use interface. The tool empowers automation teams across industries by extracting data from complex document layouts, regardless of language or structure. Cradl AI offers features such as line item extraction, fine-tuning AI models, human-in-the-loop validation, and seamless integration with automation tools. It is trusted by organizations for business-critical document automation, providing enterprise-level features like encrypted transmission, GDPR compliance, secure data handling, and auto-scaling.

BotX is a no-code AI platform that enables users to automate and deploy generative AI workflows, chatbots, RAGs, and multi-agent solutions. With production-ready AI systems, users can increase productivity, build AI agents and chatbots, automate workflows, create or process documents, and connect models effortlessly. The platform offers a range of models and fine-tuning options, seamless integration with advanced models like ChatGPT, and enterprise-grade results with grounded responses. Users can protect their data with various deployment options and benefit from dedicated support, integrations-ready solutions, and tailor-made solutions for enterprises and SMEs.

ITSoli is an AI consulting firm that specializes in AI adoption, transformation, and data intelligence services. They offer custom AI models, data services, and strategic partnerships to help organizations innovate, automate, and accelerate their AI journey. With expertise in fine-tuning AI models and training custom agents, ITSoli aims to unlock the power of AI for businesses across various industries.

Keebo is an AI tool designed for Snowflake optimization, offering automated query, cost, and tuning optimization. It is the only fully-automated Snowflake optimizer that dynamically adjusts to save customers 25% and more. Keebo's patented technology, based on cutting-edge research, optimizes warehouse size, clustering, and memory without impacting performance. It learns and adjusts to workload changes in real-time, setting up in just 30 minutes and delivering savings within 24 hours. The tool uses telemetry metadata for optimizations, providing full visibility and adjustability for complex scenarios and schedules.

Odin AI is a comprehensive AI platform that offers a range of tools and features to simplify and automate various tasks. It provides solutions for brand compliance, custom templates, guardrails, knowledge graph, model fine-tuning, conversational AI, task automation, meeting note-taking, chatbot building, and more. Odin AI aims to enhance productivity, streamline workflows, and improve decision-making across different industries and use cases.

LexEdge is an AI-powered legal practice management solution that revolutionizes how legal professionals handle their responsibilities. It offers advanced features like case tracking, client communications, AI chatbot assistance, document automation, task management, and detailed reporting and analytics. LexEdge enhances productivity, accuracy, and client satisfaction by leveraging technologies such as AI, large language models (LLM), retrieval-augmented generation (RAG), fine-tuning, and custom model training. It caters to solo practitioners, small and large law firms, and corporate legal departments, providing tailored solutions to meet their unique needs.

Dynamiq is an operating platform for GenAI applications that enables users to build compliant GenAI applications in their own infrastructure. It offers a comprehensive suite of features including rapid prototyping, testing, deployment, observability, and model fine-tuning. The platform helps streamline the development cycle of AI applications and provides tools for workflow automations, knowledge base management, and collaboration. Dynamiq is designed to optimize productivity, reduce AI adoption costs, and empower organizations to establish AI ahead of schedule.

Kubeflow is an open-source machine learning (ML) toolkit that makes deploying ML workflows on Kubernetes simple, portable, and scalable. It provides a unified interface for model training, serving, and hyperparameter tuning, and supports a variety of popular ML frameworks including PyTorch, TensorFlow, and XGBoost. Kubeflow is designed to be used with Kubernetes, a container orchestration system that automates the deployment, management, and scaling of containerized applications.

Anycores is an AI tool designed to optimize the performance of deep neural networks and reduce the cost of running AI models in the cloud. It offers a platform that provides automated solutions for tuning and inference consultation, optimized networks zoo, and platform for reducing AI model cost. Anycores focuses on faster execution, reducing inference time over 10x times, and footprint reduction during model deployment. It is device agnostic, supporting Nvidia, AMD GPUs, Intel, ARM, AMD CPUs, servers, and edge devices. The tool aims to provide highly optimized, low footprint networks tailored to specific deployment scenarios.

LemonSpeak is an AI tool designed to automate content creation for podcast marketing. It helps podcasters save time by creating marketing content from their episodes, making them more discoverable and attractive on various platforms. The tool streamlines content creation with minimal interaction, offering features like transcript generation, subtitles, summaries, show notes, episode titles, tweets, blog posts, Q&A + polls, chapters, and quotes. LemonSpeak aims to revolutionize productivity in podcasting by providing a simple and efficient solution for content creation and promotion.

BlogToPin is the best Pinterest automation tool that helps users schedule pins for their websites effortlessly. With BlogToPin, users can grow their presence on Pinterest and increase organic reach through automated processes. The tool offers features like scheduling pins to multiple pages in one click, generating unique titles and descriptions automatically, AI-powered board selection, importing Canva templates, and creating AI images tailored to user content. BlogToPin streamlines the Pinterest marketing strategy by automating tasks and optimizing pin performance for increased traffic and engagement.

Tability is an AI-assisted goal setting and tracking application designed to help users set better goals, stay on track with their objectives, and improve overall performance. The platform offers features such as AI-assisted goal editing, on-demand reporting, full-company view of goals, task tracking, and daily standups. Tability integrates with project management platforms and automates reminders, engagement, and reporting to enhance productivity and accountability. With a focus on turning goals into habits, Tability aims to eliminate distractions and ensure teams deliver outstanding results by keeping goals at the center of weekly routines.

Lancey is an AI copilot for product teams, designed to turn unstructured product feedback into prioritized insights for building successful products. It offers a powerful product management platform to streamline daily product work and automate manual workflows. With features like auto-processing feedback data, 1-click integrations, and instant product answers, Lancey helps product teams from leading companies enhance their product discovery process and make informed decisions. The application integrates with various tools like Amplitude, Notion, Segment, Zendesk, Mixpanel, Jira, Slack, Gong, and Intercom to bring all data together for faster and more efficient operations.

FinetuneDB is an AI fine-tuning platform that allows users to easily create and manage datasets to fine-tune LLMs, evaluate outputs, and iterate on production data. It integrates with open-source and proprietary foundation models, and provides a collaborative editor for building datasets. FinetuneDB also offers a variety of features for evaluating model performance, including human and AI feedback, automated evaluations, and model metrics tracking.

HubSpot is an AI-powered platform that offers a suite of marketing, sales, and customer service software. It provides tools for lead generation, marketing automation, sales pipeline management, customer support, content creation, and more. With features like a free online form builder, CRM integration, automated email follow-ups, and customizable forms, HubSpot helps businesses streamline their processes and nurture leads effectively. The platform caters to startups, small businesses, and enterprises, offering solutions to help them find and win customers, improve lead generation, and organize customer data efficiently.

Coho AI is a Customer Journey Optimization & Retention Management System that helps businesses maximize revenue by personalizing user experiences. The AI tool uses data analysis, intelligent segmentation, and personalized journeys to drive growth and engagement. Coho AI simplifies the process of understanding user needs and struggles at scale, empowering growth managers to focus on driving growth effectively. The tool offers transformative benefits such as no-code setup, real-time action, and smart automation for boosting retention, conversions, and lifetime value.

Needl.ai is an AI-powered platform designed to provide seamless information intelligence for enterprises. It unifies information from internal and external data sources, delivering near real-time, actionable insights. Users can connect preferred apps and data sources, curate personalized feeds, and centralize interactions with data using AI Assistants. Needl.ai offers a range of products for efficient enterprise decision-making, including Needl Feed, Needl Assistants, and AskNeedl for intelligent data aggregation and interactions.

LLM Finetuning toolkit is a config-based CLI tool for launching a series of LLM fine-tuning experiments on your data and gathering their results. It allows users to control all elements of a typical experimentation pipeline - prompts, open-source LLMs, optimization strategy, and LLM testing - through a single YAML configuration file. The toolkit supports basic, intermediate, and advanced usage scenarios, enabling users to run custom experiments, conduct ablation studies, and automate fine-tuning workflows. It provides features for data ingestion, model definition, training, inference, quality assurance, and artifact outputs, making it a comprehensive tool for fine-tuning large language models.

The Sandbox AutoClicker is a bot designed for the crypto game The Sandbox, allowing users to automate various processes within the game. The tool offers features such as auto tuning, multi-account auto clicker, multi-threading, a convenient menu, and free proxies. It provides full optimization through a simple menu and is guaranteed to be safe for Windows systems, supporting versions 7/8/8.1/10/11 (x32/64).

momoai-AutoClicker is a bot designed for the crypto game MomoAI, allowing users to automate various processes within the game. The tool offers features such as auto tuning, auto clicker for multiple accounts, multi-threading capabilities, a convenient menu, and free proxies. It provides full optimization through a simple menu interface and ensures the safety of the Windows system. Compatible with Windows 7/8/8.1/10/11 (x32/64).

This repository is a curated collection of resources for fine-tuning Large Language Models (LLMs) like GPT, BERT, RoBERTa, and their variants. It includes tutorials, papers, tools, frameworks, and best practices to aid researchers, data scientists, and machine learning practitioners in adapting pre-trained models to specific tasks and domains. The resources cover a wide range of topics related to fine-tuning LLMs, providing valuable insights and guidelines to streamline the process and enhance model performance.

Awesome MLOps is a curated list of tools related to Machine Learning Operations, covering areas such as AutoML, CI/CD for Machine Learning, Data Cataloging, Data Enrichment, Data Exploration, Data Management, Data Processing, Data Validation, Data Visualization, Drift Detection, Feature Engineering, Feature Store, Hyperparameter Tuning, Knowledge Sharing, Machine Learning Platforms, Model Fairness and Privacy, Model Interpretability, Model Lifecycle, Model Serving, Model Testing & Validation, Optimization Tools, Simplification Tools, Visual Analysis and Debugging, and Workflow Tools. The repository provides a comprehensive collection of tools and resources for individuals and teams working in the field of MLOps.

RD-Agent is a tool designed to automate critical aspects of industrial R&D processes, focusing on data-driven scenarios to streamline model and data development. It aims to propose new ideas ('R') and implement them ('D') automatically, leading to solutions of significant industrial value. The tool supports scenarios like Automated Quantitative Trading, Data Mining Agent, Research Copilot, and more, with a framework to push the boundaries of research in data science. Users can create a Conda environment, install the RDAgent package from PyPI, configure GPT model, and run various applications for tasks like quantitative trading, model evolution, medical prediction, and more. The tool is intended to enhance R&D processes and boost productivity in industrial settings.

Kaito is an operator that automates the AI/ML inference model deployment in a Kubernetes cluster. It manages large model files using container images, avoids tuning deployment parameters to fit GPU hardware by providing preset configurations, auto-provisions GPU nodes based on model requirements, and hosts large model images in the public Microsoft Container Registry (MCR) if the license allows. Using Kaito, the workflow of onboarding large AI inference models in Kubernetes is largely simplified.

AI-Powered Search provides code examples for the book 'AI-Powered Search' by Trey Grainger, Doug Turnbull, and Max Irwin. The book teaches modern machine learning techniques for building search engines that continuously learn from users and content to deliver more intelligent and domain-aware search experiences. It covers semantic search, retrieval augmented generation, question answering, summarization, fine-tuning transformer-based models, personalized search, machine-learned ranking, click models, and more. The code examples are in Python, leveraging PySpark for data processing and Apache Solr as the default search engine. The repository is open source under the Apache License, Version 2.0.

llm-analysis is a tool designed for Latency and Memory Analysis of Transformer Models for Training and Inference. It automates the calculation of training or inference latency and memory usage for Large Language Models (LLMs) or Transformers based on specified model, GPU, data type, and parallelism configurations. The tool helps users to experiment with different setups theoretically, understand system performance, and optimize training/inference scenarios. It supports various parallelism schemes, communication methods, activation recomputation options, data types, and fine-tuning strategies. Users can integrate llm-analysis in their code using the `LLMAnalysis` class or use the provided entry point functions for command line interface. The tool provides lower-bound estimations of memory usage and latency, and aims to assist in achieving feasible and optimal setups for training or inference.

Hal9 is a tool that allows users to create and deploy generative applications such as chatbots and APIs quickly. It is open, intuitive, scalable, and powerful, enabling users to use various models and libraries without the need to learn complex app frameworks. With a focus on AI tasks like RAG, fine-tuning, alignment, and training, Hal9 simplifies the development process by skipping engineering tasks like frontend development, backend integration, deployment, and operations.

SambaNova AI Starter Kits is a collection of open-source examples and guides designed to facilitate the deployment of AI-driven use cases for developers and enterprises. The kits cover various categories such as Data Ingestion & Preparation, Model Development & Optimization, Intelligent Information Retrieval, and Advanced AI Capabilities. Users can obtain a free API key using SambaNova Cloud or deploy models using SambaStudio. Most examples are written in Python but can be applied to any programming language. The kits provide resources for tasks like text extraction, fine-tuning embeddings, prompt engineering, question-answering, image search, post-call analysis, and more.

This repository is a collection of various open source AI projects and topics, each focusing on specific areas such as language models, security, and deepfake technology. It includes projects like privateGPT for building a private version of the GPT language model, AutoGPT for automating training GPT models, and DeepFaceLab for deepfake creation. Explore these repositories to find projects that interest you.

Generative AI with LangChain is a code repository for building large language model (LLM) apps with Python, ChatGPT, and other LLMs. The repository provides code examples, instructions, and configurations for creating generative AI applications using the LangChain framework. It covers topics such as setting up the development environment, installing dependencies with Conda or Pip, using Docker for environment setup, and setting API keys securely. The repository also emphasizes stability, code updates, and user engagement through issue reporting and feedback. It aims to empower users to leverage generative AI technologies for tasks like building chatbots, question-answering systems, software development aids, and data analysis applications.

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.

ClearML is a suite of tools designed to streamline the machine learning workflow. It includes an experiment manager, MLOps/LLMOps, data management, and model serving capabilities. ClearML is open-source and offers a free tier hosting option. It supports various ML/DL frameworks and integrates with Jupyter Notebook and PyCharm. ClearML provides extensive logging capabilities, including source control info, execution environment, hyper-parameters, and experiment outputs. It also offers automation features, such as remote job execution and pipeline creation. ClearML is designed to be easy to integrate, requiring only two lines of code to add to existing scripts. It aims to improve collaboration, visibility, and data transparency within ML teams.

Awesome Generative AI is a curated list of modern Generative Artificial Intelligence projects and services. Generative AI technology creates original content like images, sounds, and texts using machine learning algorithms trained on large data sets. It can produce unique and realistic outputs such as photorealistic images, digital art, music, and writing. The repo covers a wide range of applications in art, entertainment, marketing, academia, and computer science.

The 'ollama-ebook-summary' repository is a Python project that creates bulleted notes summaries of books and long texts, particularly in epub and pdf formats with ToC metadata. It automates the extraction of chapters, splits them into ~2000 token chunks, and allows for asking arbitrary questions to parts of the text for improved granularity of response. The tool aims to provide summaries for each page of a book rather than a one-page summary of the entire document, enhancing content curation and knowledge sharing capabilities.

AIMET is a library that provides advanced model quantization and compression techniques for trained neural network models. It provides features that have been proven to improve run-time performance of deep learning neural network models with lower compute and memory requirements and minimal impact to task accuracy. AIMET is designed to work with PyTorch, TensorFlow and ONNX models. We also host the AIMET Model Zoo - a collection of popular neural network models optimized for 8-bit inference. We also provide recipes for users to quantize floating point models using AIMET.

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Automatically evaluates uploaded lesson plans against educational standards. Upload text or a PDF.

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