Best AI tools for< Model Evaluator >
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20 - AI tool Sites
Prefind
Prefind is an AI-powered search engine that utilizes the capabilities of advanced language models like Claude-3 and GPT-4. It aims to provide users with comprehensive and relevant search results, leveraging the power of AI to enhance the search experience.
Flow AI
Flow AI is an advanced AI tool designed for evaluating and improving Large Language Model (LLM) applications. It offers a unique system for creating custom evaluators, deploying them with an API, and developing specialized LMs tailored to specific use cases. The tool aims to revolutionize AI evaluation and model development by providing transparent, cost-effective, and controllable solutions for AI teams across various domains.
Inspect
Inspect is an open-source framework for large language model evaluations created by the UK AI Safety Institute. It provides built-in components for prompt engineering, tool usage, multi-turn dialog, and model graded evaluations. Users can explore various solvers, tools, scorers, datasets, and models to create advanced evaluations. Inspect supports extensions for new elicitation and scoring techniques through Python packages.
SuperAnnotate
SuperAnnotate is an AI data platform that simplifies and accelerates model-building by unifying the AI pipeline. It enables users to create, curate, and evaluate datasets efficiently, leading to the development of better models faster. The platform offers features like connecting any data source, building customizable UIs, creating high-quality datasets, evaluating models, and deploying models seamlessly. SuperAnnotate ensures global security and privacy measures for data protection.
MindpoolAI
MindpoolAI is a tool that allows users to access multiple leading AI models with a single query. This means that users can get the answers they are looking for, spark ideas, and fuel their work, creativity, and curiosity. MindpoolAI is easy to use and does not require any technical expertise. Users simply need to enter their prompt and select the AI models they want to compare. MindpoolAI will then send the query to the selected models and present the results in an easy-to-understand format.
Rawbot
Rawbot is an AI model comparison tool that simplifies the process of selecting the best AI models for projects and applications. It allows users to compare various AI models side-by-side, providing insights into their performance, strengths, weaknesses, and suitability. Rawbot helps users make informed decisions by identifying the most suitable AI models based on specific requirements, leading to optimal results in research, development, and business applications.
Encord
Encord is a leading data development platform designed for computer vision and multimodal AI teams. It offers a comprehensive suite of tools to manage, clean, and curate data, streamline labeling and workflow management, and evaluate AI model performance. With features like data indexing, annotation, and active model evaluation, Encord empowers users to accelerate their AI data workflows and build robust models efficiently.
FinetuneDB
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.
KORA Benchmark
KORA Benchmark is a leading platform that provides a benchmark for AI child safety. It offers up-to-date results for frontier models, historical data, and trends. The platform also provides open-source code for users to run and audit independently. KORA Benchmark aims to ensure the safety of children in the AI landscape by evaluating various models and providing valuable insights to the community.
Scale AI
Scale AI is an AI tool that accelerates the development of AI applications for various sectors including enterprise, government, and automotive industries. It offers solutions for training models, fine-tuning, generative AI, and model evaluations. Scale Data Engine and GenAI Platform enable users to leverage enterprise data effectively. The platform collaborates with leading AI models and provides high-quality data for public and private sector applications.
Vals AI
Vals AI is an advanced AI tool that provides benchmark reports and comparisons for various models in the fields of finance, coding, and law. The platform offers insights into the performance of different AI models across different tasks and industries. Vals AI aims to bridge the gap in model benchmarking and provide valuable information for users looking to evaluate and compare AI models for specific tasks.
HappyML
HappyML is an AI tool designed to assist users in machine learning tasks. It provides a user-friendly interface for running machine learning algorithms without the need for complex coding. With HappyML, users can easily build, train, and deploy machine learning models for various applications. The tool offers a range of features such as data preprocessing, model evaluation, hyperparameter tuning, and model deployment. HappyML simplifies the machine learning process, making it accessible to users with varying levels of expertise.
Scale AI
Scale AI is an AI tool that accelerates the development of AI applications for enterprise, government, and automotive sectors. It offers Scale Data Engine for generative AI, Scale GenAI Platform, and evaluation services for model developers. The platform leverages enterprise data to build sustainable AI programs and partners with leading AI models. Scale's focus on generative AI applications, data labeling, and model evaluation sets it apart in the AI industry.
Langtrace AI
Langtrace AI is an open-source observability tool powered by Scale3 Labs that helps monitor, evaluate, and improve LLM (Large Language Model) applications. It collects and analyzes traces and metrics to provide insights into the ML pipeline, ensuring security through SOC 2 Type II certification. Langtrace supports popular LLMs, frameworks, and vector databases, offering end-to-end observability and the ability to build and deploy AI applications with confidence.
AIMAC Leaderboard
AIMAC Leaderboard is an AI Model Accessibility Checker that evaluates the accessibility of web pages generated by AI models across 28 categories. It compares top AI models side by side, auditing them for accessibility and measuring their performance. The initiative aims to ensure that AI models write accessible code by default. The project is a collaboration between the GAAD Foundation and ServiceNow, providing insights into how different models handle the same design challenges.
Encord
Encord is a complete data development platform designed for AI applications, specifically tailored for computer vision and multimodal AI teams. It offers tools to intelligently manage, clean, and curate data, streamline labeling and workflow management, and evaluate model performance. Encord aims to unlock the potential of AI for organizations by simplifying data-centric AI pipelines, enabling the building of better models and deploying high-quality production AI faster.
Outlier AI
Outlier AI is a platform that connects subject matter experts to help build the world's most advanced Generative AI. It allows experts to work on various projects from generating training data to evaluating model performance. The platform offers flexibility, allowing contributors to work from home on their own schedule. Outlier AI aims to redefine how AI learns by leveraging the expertise of domain specialists across different fields.
Enhans AI Model Generator
Enhans AI Model Generator is an advanced AI tool designed to help users generate AI models efficiently. It utilizes cutting-edge algorithms and machine learning techniques to streamline the model creation process. With Enhans AI Model Generator, users can easily input their data, select the desired parameters, and obtain a customized AI model tailored to their specific needs. The tool is user-friendly and does not require extensive programming knowledge, making it accessible to a wide range of users, from beginners to experts in the field of AI.
Arize AI
Arize AI is an AI Observability & LLM Evaluation Platform that helps you monitor, troubleshoot, and evaluate your machine learning models. With Arize, you can catch model issues, troubleshoot root causes, and continuously improve performance. Arize is used by top AI companies to surface, resolve, and improve their models.
Frontier Model Forum
The Frontier Model Forum (FMF) is a collaborative effort among leading AI companies to advance AI safety and responsibility. The FMF brings together technical and operational expertise to identify best practices, conduct research, and support the development of AI applications that meet society's most pressing needs. The FMF's core objectives include advancing AI safety research, identifying best practices, collaborating across sectors, and helping AI meet society's greatest challenges.
1 - Open Source Tools
ollama-grid-search
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
20 - OpenAI Gpts
Business Model Canvas Strategist
Business Model Canvas Creator - Build and evaluate your business model
Business Model Advisor
Business model expert, create detailed reports based on business ideas.
Startup Critic
Apply gold-standard startup valuation and assessment methods to identify risks and gaps in your business model and product ideas.
Startup Advisor
Startup advisor guiding founders through detailed idea evaluation, product-market-fit, business model, GTM, and scaling.
Face Rating GPT 😐
Evaluates faces and rates them out of 10 ⭐ Provides valuable feedback to improving your attractiveness!
Instructor GCP ML
Formador para la certificación de ML Engineer en GCP, con respuestas y explicaciones detalladas.
HuggingFace Helper
A witty yet succinct guide for HuggingFace, offering technical assistance on using the platform - based on their Learning Hub
GPT Architect
Expert in designing GPT models and translating user needs into technical specs.
GPT Designer
A creative aide for designing new GPT models, skilled in ideation and prompting.
Pytorch Trainer GPT
Your purpose is to create the pytorch code to train language models using pytorch