Best AI tools for< Configure Hyperparameters >

Sacred is a tool to configure, organize, log and reproduce computational experiments. It is designed to introduce only minimal overhead, while encouraging modularity and configurability of experiments. The ability to conveniently make experiments configurable is at the heart of Sacred. If the parameters of an experiment are exposed in this way, it will help you to: keep track of all the parameters of your experiment easily run your experiment for different settings save configurations for individual runs in files or a database reproduce your results In Sacred we achieve this through the following main mechanisms: Config Scopes are functions with a @ex.config decorator, that turn all local variables into configuration entries. This helps to set up your configuration really easily. Those entries can then be used in captured functions via dependency injection. That way the system takes care of passing parameters around for you, which makes using your config values really easy. The command-line interface can be used to change the parameters, which makes it really easy to run your experiment with modified parameters. Observers log every information about your experiment and the configuration you used, and saves them for example to a Database. This helps to keep track of all your experiments. Automatic seeding helps controlling the randomness in your experiments, such that they stay reproducible.

SolidGrids is an AI-powered image enhancement tool designed specifically for e-commerce businesses. It automates the image post-production process, saving time and resources. With SolidGrids, you can easily remove backgrounds, enhance product images, and create consistent branding across your e-commerce site. The platform offers seamless cloud integrations and is cost-effective compared to traditional methods.

AgentGPT is an AI tool designed to assist users in various tasks by generating text based on specific inputs. It leverages the power of AI to create agents that can help with web scraping, report generation, trip planning, study plan creation, and more. Users can easily deploy agents by providing a name and goal, making it a versatile tool for a wide range of applications.

SendingFlow is a marketing automation tool specifically designed for Webflow websites. It offers a simple and powerful platform for email marketing, with features such as email series generation, templates, and data-driven decision-making. The tool aims to streamline workflows, protect sender reputation, and help users make data-driven decisions to enhance their email campaigns. SendingFlow is backed by Petit Hack, a Webflow agency dedicated to empowering marketers by providing intuitive tools for effective email marketing on the Webflow platform.

This website provides a free text-to-speech converter tool that utilizes Microsoft's AI speech library to synthesize realistic-sounding speech from text. It offers customizable voice options, fine-tuned speech controls, and multilingual support with over 330 neural network voices across 129 languages. The tool is accessible on various browsers, including Chrome, Firefox, and Edge, and can be used for a range of applications, such as text readers and voice-enabled assistants.

MiClient.ai is an AI-powered Sales automation SaaS that offers a Lead Management System Software to streamline the deal closure process for businesses. It provides a comprehensive CRM software with CPQ capabilities, enabling users to manage their pipeline, create deals, send proposals, co-review deals with customers, and close contracts with e-signatures. MiClient.ai aims to boost sales efficiency by automating client interactions, speeding up proposal sending, eliminating quoting errors, and maximizing revenue through intelligent pricing strategies.

ITVA is an AI automation tool for network infrastructure products that revolutionizes network management by enabling users to configure, query, and document their network using natural language. It offers features such as rapid configuration deployment, network diagnostics acceleration, automated diagram generation, and modernized IP address management. ITVA's unique solution securely connects to networks, combining real-time data with a proprietary dataset curated by veteran engineers. The tool ensures unparalleled accuracy and insights through its real-time data pipeline and on-demand dynamic analysis capabilities.

Cloobot X is a Gen-AI-powered implementation studio that accelerates the deployment of enterprise applications with fewer resources. It leverages natural language processing to model workflow automation, deliver sandbox previews, configure workflows, extend functionalities, and manage versioning & changes. The platform aims to streamline enterprise application deployments, making them simple, swift, and efficient for all stakeholders.

The website appears to be displaying a '403 Forbidden' error message, which typically indicates that the user is not authorized to access the requested resource. This error is often encountered when trying to access a webpage without the necessary permissions or when the server is configured to deny access to a particular URL. The 'openresty' mentioned in the text is likely the web server software being used to handle the request.

The website is currently displaying a '403 Forbidden' error, which means that access to the requested resource is forbidden. This error is typically caused by insufficient permissions or misconfiguration on the server side. The message 'openresty' suggests that the server is using the OpenResty web platform. OpenResty is a web platform based on NGINX and LuaJIT, commonly used for building dynamic web applications. Users encountering this error may need to contact the website administrator for assistance in resolving the access issue.

Talklab is an AI-powered chatbot platform that revolutionizes communication by providing intelligent chatbots for customer support. The platform allows businesses to easily monitor and improve customer interactions through advanced technology. Talklab enables users to create and configure chatbots using natural language processing, providing continuous support to customers 24/7. With features like intention configuration, global text and table settings, and conversation tracking tools, Talklab empowers businesses to enhance customer service and gain valuable insights from chatbot interactions.

The website is currently displaying a '403 Forbidden' error, which means that access to the requested resource is forbidden. This error is typically caused by insufficient permissions or misconfiguration on the server side. The message 'openresty' suggests that the server is using the OpenResty web platform. OpenResty is a dynamic web platform based on NGINX and Lua that is commonly used for building high-performance web applications. It provides a powerful and flexible environment for developing and deploying web services.

The website seems to be experiencing a 403 Forbidden error, which indicates that the server is refusing to respond to the request. This error is often caused by incorrect permissions on the server or misconfigured security settings. The message 'openresty' suggests that the server may be running on the OpenResty web platform. OpenResty is a web platform based on NGINX and LuaJIT, known for its high performance and scalability. Users encountering a 403 Forbidden error on a website may need to contact the website administrator or webmaster for assistance in resolving the issue.

The website is currently displaying a '403 Forbidden' error, which means that access to the requested resource is denied. This error is typically caused by insufficient permissions or server misconfiguration. The 'openresty' message indicates that the server is using the OpenResty web platform. OpenResty is a scalable web platform that integrates the Nginx web server with various Lua-based modules, providing powerful features for web development and server-side scripting.

The website is currently displaying a '403 Forbidden' error, which indicates that the server understood the request but refuses to authorize it. This error is often encountered when trying to access a webpage without the necessary permissions. The 'openresty' mentioned in the text is likely the software running on the server. It is a web platform based on NGINX and LuaJIT, known for its high performance and scalability in handling web traffic. The website may be using OpenResty to manage its server configurations and handle incoming requests.

Octoparse is an AI web scraping tool that offers a no-coding solution for turning web pages into structured data with just a few clicks. It provides users with the ability to build reliable web scrapers without any coding knowledge, thanks to its intuitive workflow designer. With features like AI assistance, automation, and template libraries, Octoparse is a powerful tool for data extraction and analysis across various industries.

Vocode is an open-source voice AI platform that enables users to build, deploy, and scale hyperrealistic voice agents. It offers fully programmable voice bots that can be integrated into workflows without the need for human intervention. With multilingual capability, custom language models, and the ability to connect to knowledge bases, Vocode provides a comprehensive solution for automating actions like scheduling, payments, and more. The platform also offers analytics and monitoring features to track bot performance and customer interactions, making it a valuable tool for businesses looking to enhance customer support and engagement.

The website displays a '403 Forbidden' error message, which indicates that the server understood the request but refuses to authorize it. This error is often encountered when trying to access a webpage without the necessary permissions. The message 'openresty' suggests that the server may be using the OpenResty web platform. OpenResty is a web platform based on NGINX and LuaJIT, known for its high performance and scalability in handling web traffic.

The website is currently displaying a '403 Forbidden' error message, which indicates that the server understood the request but refuses to authorize it. This error is often caused by insufficient permissions or misconfiguration on the server side. The 'openresty' mentioned in the message refers to a web platform based on NGINX and LuaJIT, commonly used for building dynamic web applications. The website may be experiencing technical issues that prevent access to its content.

The Robot Code Generator by Pantheon Robotics is a web application that allows users to generate executable robot code from natural language. The tool is designed to simplify the process of creating code for a generic robot based on a physical proof-of-concept, such as a car. By inputting instructions in plain language, users can quickly generate the necessary code for the robot to perform specific tasks. The application is powered by advanced AI technologies, including GPT-4 and Vercel AI SDK, to enhance code generation accuracy and efficiency.

Cosdata is a cutting-edge AI data platform designed to power the next generation search pipelines. It features immutability, version control, and excels in semantic search, structured knowledge graphs, hybrid search capabilities, real-time search at scale, and ML pipeline integration. The platform is customizable, scalable, efficient, enterprise-grade, easy to use, and can manage multi-modal data. It offers high performance, indexing, low latency, and high requests per second. Cosdata is designed to meet the demands of modern search applications, empowering businesses to harness the full potential of their data.

AnglE is a library for training state-of-the-art BERT/LLM-based sentence embeddings with just a few lines of code. It also serves as a general sentence embedding inference framework, allowing for inferring a variety of transformer-based sentence embeddings. The library supports various loss functions such as AnglE loss, Contrastive loss, CoSENT loss, and Espresso loss. It provides backbones like BERT-based models, LLM-based models, and Bi-directional LLM-based models for training on single or multi-GPU setups. AnglE has achieved significant performance on various benchmarks and offers official pretrained models for both BERT-based and LLM-based models.

Katib is a Kubernetes-native project for automated machine learning (AutoML). Katib supports Hyperparameter Tuning, Early Stopping and Neural Architecture Search. Katib is the project which is agnostic to machine learning (ML) frameworks. It can tune hyperparameters of applications written in any language of the users’ choice and natively supports many ML frameworks, such as TensorFlow, Apache MXNet, PyTorch, XGBoost, and others. Katib can perform training jobs using any Kubernetes Custom Resources with out of the box support for Kubeflow Training Operator, Argo Workflows, Tekton Pipelines and many more.

Pax is a framework to configure and run machine learning experiments on top of Jax.

The RAG Experiment Accelerator is a versatile tool that helps you conduct experiments and evaluations using Azure AI Search and RAG pattern. It offers a rich set of features, including experiment setup, integration with Azure AI Search, Azure Machine Learning, MLFlow, and Azure OpenAI, multiple document chunking strategies, query generation, multiple search types, sub-querying, re-ranking, metrics and evaluation, report generation, and multi-lingual support. The tool is designed to make it easier and faster to run experiments and evaluations of search queries and quality of response from OpenAI, and is useful for researchers, data scientists, and developers who want to test the performance of different search and OpenAI related hyperparameters, compare the effectiveness of various search strategies, fine-tune and optimize parameters, find the best combination of hyperparameters, and generate detailed reports and visualizations from experiment results.

Thinc is a lightweight deep learning library that offers an elegant, type-checked, functional-programming API for composing models, with support for layers defined in other frameworks such as PyTorch, TensorFlow and MXNet. You can use Thinc as an interface layer, a standalone toolkit or a flexible way to develop new models.

LLMOps with Prompt flow is a template and guidance for building LLM-infused apps using Prompt flow. It provides centralized code hosting, lifecycle management, variant and hyperparameter experimentation, A/B deployment, many-to-many dataset/flow relationships, multiple deployment targets, comprehensive reporting, BYOF capabilities, configuration-based development, local prompt experimentation and evaluation, endpoint testing, and optional Human-in-loop validation. The tool is customizable to suit various application needs.

KitOps is a packaging and versioning system for AI/ML projects that uses open standards so it works with the AI/ML, development, and DevOps tools you are already using. KitOps simplifies the handoffs between data scientists, application developers, and SREs working with LLMs and other AI/ML models. KitOps' ModelKits are a standards-based package for models, their dependencies, configurations, and codebases. ModelKits are portable, reproducible, and work with the tools you already use.

SwanLab is an open-source, lightweight AI experiment tracking tool that provides a platform for tracking, comparing, and collaborating on experiments, aiming to accelerate the research and development efficiency of AI teams by 100 times. It offers a friendly API and a beautiful interface, combining hyperparameter tracking, metric recording, online collaboration, experiment link sharing, real-time message notifications, and more. With SwanLab, researchers can document their training experiences, seamlessly communicate and collaborate with collaborators, and machine learning engineers can develop models for production faster.

The Open MatSci ML Toolkit is a flexible framework for machine learning in materials science. It provides a unified interface to a variety of materials science datasets, as well as a set of tools for data preprocessing, model training, and evaluation. The toolkit is designed to be easy to use for both beginners and experienced researchers, and it can be used to train models for a wide range of tasks, including property prediction, materials discovery, and materials design.

PEFT (Parameter-Efficient Fine-Tuning) is a collection of state-of-the-art methods that enable efficient adaptation of large pretrained models to various downstream applications. By only fine-tuning a small number of extra model parameters instead of all the model's parameters, PEFT significantly decreases the computational and storage costs while achieving performance comparable to fully fine-tuned models.

Chat with your data using OpenAI and AI Search. This solution accelerator uses an Azure OpenAI GPT model and an Azure AI Search index generated from your data, which is integrated into a web application to provide a natural language interface, including speech-to-text functionality, for search queries. Users can drag and drop files, point to storage, and take care of technical setup to transform documents. There is a web app that users can create in their own subscription with security and authentication.

Qwen is a series of large language models developed by Alibaba DAMO Academy. It outperforms the baseline models of similar model sizes on a series of benchmark datasets, e.g., MMLU, C-Eval, GSM8K, MATH, HumanEval, MBPP, BBH, etc., which evaluate the models’ capabilities on natural language understanding, mathematic problem solving, coding, etc. Qwen models outperform the baseline models of similar model sizes on a series of benchmark datasets, e.g., MMLU, C-Eval, GSM8K, MATH, HumanEval, MBPP, BBH, etc., which evaluate the models’ capabilities on natural language understanding, mathematic problem solving, coding, etc. Qwen-72B achieves better performance than LLaMA2-70B on all tasks and outperforms GPT-3.5 on 7 out of 10 tasks.

Lean Copilot is a tool that enables the use of large language models (LLMs) in Lean for proof automation. It provides features such as suggesting tactics/premises, searching for proofs, and running inference of LLMs. Users can utilize built-in models from LeanDojo or bring their own models to run locally or on the cloud. The tool supports platforms like Linux, macOS, and Windows WSL, with optional CUDA and cuDNN for GPU acceleration. Advanced users can customize behavior using Tactic APIs and Model APIs. Lean Copilot also allows users to bring their own models through ExternalGenerator or ExternalEncoder. The tool comes with caveats such as occasional crashes and issues with premise selection and proof search. Users can get in touch through GitHub Discussions for questions, bug reports, feature requests, and suggestions. The tool is designed to enhance theorem proving in Lean using LLMs.

Weights & Biases (W&B) is a platform that helps users build better machine learning models faster by tracking and visualizing all components of the machine learning pipeline, from datasets to production models. It offers tools for tracking, debugging, evaluating, and monitoring machine learning applications. W&B provides integrations with popular frameworks like PyTorch, TensorFlow/Keras, Hugging Face Transformers, PyTorch Lightning, XGBoost, and Sci-Kit Learn. Users can easily log metrics, visualize performance, and compare experiments using W&B. The platform also supports hosting options in the cloud or on private infrastructure, making it versatile for various deployment needs.

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.

ClearML Server is a backend service infrastructure for ClearML, facilitating collaboration and experiment management. It includes a web app, RESTful API, and file server for storing images and models. Users can deploy ClearML Server using Docker, AWS EC2 AMI, or Kubernetes. The system design supports single IP or sub-domain configurations with specific open ports. ClearML-Agent Services container allows launching long-lasting jobs and various use cases like auto-scaler service, controllers, optimizer, and applications. Advanced functionality includes web login authentication and non-responsive experiments watchdog. Upgrading ClearML Server involves stopping containers, backing up data, downloading the latest docker-compose.yml file, configuring ClearML-Agent Services, and spinning up docker containers. Community support is available through ClearML FAQ, Stack Overflow, GitHub issues, and email contact.

Slideflow is a deep learning library for digital pathology, offering a user-friendly interface for model development. It is designed for medical researchers and AI enthusiasts, providing an accessible platform for developing state-of-the-art pathology models. Slideflow offers customizable training pipelines, robust slide processing and stain normalization toolkit, support for weakly-supervised or strongly-supervised labels, built-in foundation models, multiple-instance learning, self-supervised learning, generative adversarial networks, explainability tools, layer activation analysis tools, uncertainty quantification, interactive user interface for model deployment, and more. It supports both PyTorch and Tensorflow, with optional support for Libvips for slide reading. Slideflow can be installed via pip, Docker container, or from source, and includes non-commercial add-ons for additional tools and pretrained models. It allows users to create projects, extract tiles from slides, train models, and provides evaluation tools like heatmaps and mosaic maps.

A Rust based tool to evaluate LLM models, prompts and model params. It automates the process of selecting the best model parameters, given an LLM model and a prompt, iterating over the possible combinations and letting the user visually inspect the results. The tool assumes the user has Ollama installed and serving endpoints, either in `localhost` or in a remote server. Key features include: * Automatically fetches models from local or remote Ollama servers * Iterates over different models and params to generate inferences * A/B test prompts on different models simultaneously * Allows multiple iterations for each combination of parameters * Makes synchronous inference calls to avoid spamming servers * Optionally outputs inference parameters and response metadata (inference time, tokens and tokens/s) * Refetching of individual inference calls * Model selection can be filtered by name * List experiments which can be downloaded in JSON format * Configurable inference timeout * Custom default parameters and system prompts can be defined in settings

Your expert assistant for Google Calendar and gmail tasks, integrated with Zapier (works with free plan). Supports: list, add, update events to calendar, send gmail. You will be prompted to configure zapier actions when set up initially. Conversation data is not used for openai training.

Configuration wizard for Mr. Ranedeer

Personal assistant for Salesforce configuration, coding, troubleshooting, solutioning, proposal writing, and more. This is not an official Salesforce product or service.

AI expert in providing technical support and guidance on NGINX.

Rich in Istio knowledge, with a focus on configurations, troubleshooting, and bug reporting.

Spring Security expert using a 2023 knowledge base

Expert on IBM FlashSystem, offering 'How-To' guidance and technical insights.

Expert in CUDA for configuration, installation, troubleshooting, and programming.

A senior VoIP engineer with expertise in SIP, RTP, IMS, and WebRTC. Kinda employed at sipfront.com, your telco test automation company.

Guiding in Asterisk PBX setup and troubleshooting.

Your Linux coding assistant.

Senior DevOps Engineer specializing in Ansible

Your Friendly Public Linux Expert

Specialized on latest documentation related to Spring Boot Framework

Acts like a Linux terminal, responding with precise outputs.

Expert in CI/CD pipeline configurations and DevOps best practices.

PowerShell-savvy Windows Server assistant.

A GPT Agent that connects to your server via SSH

Your expert in Gradle build configuration, offering clear, practical advice.

Professional SAP guide for technical advice