Best AI tools for< Ai Benchmarking Specialist >

Kolors AI is a cutting-edge text-to-image synthesis tool that offers state-of-the-art photorealistic image generation with advanced comprehension of both English and Chinese texts. It revolutionizes the way images are created from text, setting new benchmarks in visual appeal and detail rendering. The tool is developed by the Kolors Team at Kuaishou Technology and is freely available for use. Kolors AI utilizes a General Language Model (GLM) for bilingual text comprehension and employs an enhanced training strategy to ensure exceptional visual quality. With a focus on high-resolution image generation and category-balanced benchmarking, Kolors AI stands out as a powerful AI image generator.

INOP is an impact-driven professional network that uses advanced AI matching algorithms to connect professionals with like-minded individuals, job opportunities, and companies that share their values and interests. The platform offers personalized job alerts, geolocation features, and actionable compensation insights. INOP goes beyond traditional networking platforms by providing rich enterprise-level insights on company culture, values, reputation, and ESG data sets. Users can access salary benchmarks, career path insights, and skills benchmarking to make informed career decisions.

Woven Insights is an AI-driven Fashion Retail Market & Consumer Insights solution that empowers fashion businesses with data-driven decision-making capabilities. It provides competitive intelligence, performance monitoring analytics, product assortment optimization, market insights, consumer insights, and pricing strategies to help businesses succeed in the retail market. With features like insights-driven competitive benchmarking, real-time market insights, product performance tracking, in-depth market analytics, and sentiment analysis, Woven Insights offers a comprehensive solution for businesses of all sizes. The application also offers bespoke data analysis, AI insights, natural language query, and easy collaboration tools to enhance decision-making processes. Woven Insights aims to democratize fashion intelligence by providing affordable pricing and accessible insights to help businesses stay ahead of the competition.

6figr.com is an AI-driven platform that provides users with real-time, verified data on salaries across different levels, roles, companies, skills, experience, and locations. It helps individuals understand their market worth, make informed career decisions, and navigate their career paths with confidence. The platform offers features such as analyzing and comparing salaries, exploring compensation data, auto applying to jobs using AI, getting career insights through AI-driven services, and tracking the latest layoffs worldwide.

Perspect is an AI-powered platform designed for high-performance software teams. It offers real-time insights into team contributions and impact, optimizing developer experience, and rewarding high-performers. With 50+ integrations, Perspect enables visualization of impact, benchmarking performance, and uses machine learning models to identify and eliminate blockers. The platform is deeply integrated with web3 wallets and offers built-in reward mechanisms. Managers can align resources around crucial KPIs, identify top talent, and prevent burnout. Perspect aims to enhance team productivity and employee retention through AI and ML technologies.

Clarity AI is an AI-powered technology platform that offers a Sustainability Tech Kit for sustainable investing, shopping, reporting, and benchmarking. The platform provides built-in sustainability technology with customizable solutions for various needs related to data, methodologies, and tools. It seamlessly integrates into workflows, offering scalable and flexible end-to-end SaaS tools to address sustainability use cases. Clarity AI leverages powerful AI and machine learning to analyze vast amounts of data points, ensuring reliable and transparent data coverage. The platform is designed to empower users to assess, analyze, and report on sustainability aspects efficiently and confidently.

Glean.ai is an AI-powered software designed to enhance accounts payable (AP) processes, making them faster, easier, and smarter. It offers a range of features to streamline AP tasks, including automated data extraction, GL coding, bill approvals and payments, accruals, prepaid amortizations, and more. Glean.ai also provides valuable insights into spending patterns, helping businesses identify areas of overspending and uncover opportunities for cost savings. With its user-friendly interface and robust data benchmarking capabilities, Glean.ai empowers accounting and FP&A teams to collaborate seamlessly, plan effectively, and make informed decisions regarding vendor spend.

SaaSlidator is an AI-powered application designed to help users validate their project ideas efficiently and effectively. By providing a project name and description, SaaSlidator offers valuable insights to support decision-making on whether to proceed with building and launching a minimum viable product (MVP). The platform leverages AI algorithms to analyze data, offer market demand insights, competition analysis, and assess the feasibility of project ideas. With features like rapid validation, monetization suggestions, and benchmarking data, SaaSlidator aims to streamline the idea validation process and empower users to make informed decisions for successful project development.

ASK BOSCO® is an AI reporting and forecasting tool designed for agencies and retailers. It connects and consolidates data for easy reporting, predicts media spend allocation, plans budgets, and forecasts future performance with 96% accuracy. The tool combines internal marketing data with algorithmic modeling to create personalized reporting dashboards, enabling data-driven marketing decisions and insights. ASK BOSCO® is trusted by leading brands and agencies, offering statistical modeling and machine learning for media budget planning and benchmarking against competitors.

Talkwalker is a leading consumer intelligence platform that provides social listening, media monitoring, and social benchmarking technology. It helps businesses navigate the dynamic world of social and consumer data to drive loyalty, win new customers, and outplay competitors. Talkwalker's platform is used by over 2,500 brands and is a leader in The Forrester New Wave™ AI-Enabled Consumer Intelligence Platforms Q3 2021.

UserTesting is an AI-powered human insight platform that helps businesses transform how they build products and experiences. It allows users to gather feedback from real people through video reviews, surveys, and insights sharing. The platform offers comprehensive testing capabilities, identifies insights, measures performance, and scales insights across organizations. UserTesting is trusted by over 3,000 top brands and provides enhanced AI-powered surveys for easy insight-sharing, fostering collaboration at every stage of product development.

Character.ai is a website that offers a variety of AI-powered characters that can help you with a variety of tasks, from creative writing to brainstorming to language learning. The characters are designed to be helpful and engaging, and they can provide you with personalized assistance based on your needs. Character.ai is a great resource for anyone who wants to explore the potential of AI and see how it can be used to improve their lives.

Leonardo AI is a powerful AI-powered platform that provides a suite of tools for creating stunning visual assets, including images, 3D textures, and more. With its user-friendly interface and advanced AI models, Leonardo AI makes it easy for users of all skill levels to create high-quality content quickly and efficiently. The platform also offers a large and supportive community of users, making it a great place to learn and share ideas.

Fams.ai is an AI-powered platform that allows users to create, roleplay, and chat in a virtual environment. It leverages artificial intelligence to provide a unique and interactive experience for users to engage in storytelling, character development, and social interactions. With Fams.ai, users can immerse themselves in creative scenarios, collaborate with others, and explore their imagination through dynamic storytelling tools and features.

Kimi.ai is an AI-powered writing assistant that helps you create high-quality content quickly and easily. With Kimi.ai, you can generate articles, blog posts, social media content, and more, in just a few clicks. Kimi.ai is the perfect tool for busy professionals, students, and anyone who wants to create great content without spending hours writing and editing.

Candy.ai is an AI-powered platform that allows users to create and interact with realistic AI girlfriends. Users can customize their girlfriend's appearance, personality, and interests, and then chat with her, send her messages, and even ask her for pictures. Candy.ai is designed to provide users with a safe and private space to explore their fantasies and desires.

CrushOn.AI is a NSFW character AI chat where you can create and chat with your own custom AI characters. With our advanced AI technology, you can create characters that are truly unique and lifelike. You can choose their appearance, personality, and even their sexual preferences. Once you've created your character, you can chat with them about anything you want. They'll respond in a realistic and engaging way, and they'll even learn from your conversations. CrushOn.AI is the perfect way to explore your fantasies and have some fun with AI.

SeaArt AI is a free AI art generator that allows users to create unique and realistic images from text prompts. The platform offers a wide range of AI-powered tools, including AI face swap, AI filters, AI portrait, AI makeup, AI image upscaler, sketch to img, remove background, txt2img, and more. With SeaArt AI, users can easily create stunning images for personal or commercial use.

Invideo AI is an AI video creator tool that allows users to easily turn their ideas into videos using pre-made templates. With features like text prompts, voiceover, subtitles, and music, users can create publish-ready videos without any video creation skills. The tool offers the ability to generate videos in multiple languages, clone voice with AI, and collaborate in real-time with multiplayer editing. Invideo AI aims to provide a complete video solution for individuals and businesses to create engaging video content effortlessly.

The website is an AI tool that offers a wide range of generators for various creative purposes, such as roleplay, story, image, anime, human, photo, character description, text adventure, poem, lyrics, meme, fanfic, story outline, plot, text rewriting, insult, coding help, code, group chat, and rap lyrics. Users can easily generate content using AI technology to enhance their creativity and productivity.

Ianvs is a distributed synergy AI benchmarking project incubated in KubeEdge SIG AI. It aims to test the performance of distributed synergy AI solutions following recognized standards, providing end-to-end benchmark toolkits, test environment management tools, test case control tools, and benchmark presentation tools. It also collaborates with other organizations to establish comprehensive benchmarks and related applications. The architecture includes critical components like Test Environment Manager, Test Case Controller, Generation Assistant, Simulation Controller, and Story Manager. Ianvs documentation covers quick start, guides, dataset descriptions, algorithms, user interfaces, stories, and roadmap.

The LLMEvaluation repository is a comprehensive compendium of evaluation methods for Large Language Models (LLMs) and LLM-based systems. It aims to assist academics and industry professionals in creating effective evaluation suites tailored to their specific needs by reviewing industry practices for assessing LLMs and their applications. The repository covers a wide range of evaluation techniques, benchmarks, and studies related to LLMs, including areas such as embeddings, question answering, multi-turn dialogues, reasoning, multi-lingual tasks, ethical AI, biases, safe AI, code generation, summarization, software performance, agent LLM architectures, long text generation, graph understanding, and various unclassified tasks. It also includes evaluations for LLM systems in conversational systems, copilots, search and recommendation engines, task utility, and verticals like healthcare, law, science, financial, and others. The repository provides a wealth of resources for evaluating and understanding the capabilities of LLMs in different domains.

Hezar is an all-in-one AI library designed specifically for the Persian community. It brings together various AI models and tools, making it easy to use AI with just a few lines of code. The library seamlessly integrates with Hugging Face Hub, offering a developer-friendly interface and task-based model interface. In addition to models, Hezar provides tools like word embeddings, tokenizers, feature extractors, and more. It also includes supplementary ML tools for deployment, benchmarking, and optimization.

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.

llm_benchmarks is a collection of benchmarks and datasets for evaluating Large Language Models (LLMs). It includes various tasks and datasets to assess LLMs' knowledge, reasoning, language understanding, and conversational abilities. The repository aims to provide comprehensive evaluation resources for LLMs across different domains and applications, such as education, healthcare, content moderation, coding, and conversational AI. Researchers and developers can leverage these benchmarks to test and improve the performance of LLMs in various real-world scenarios.

Embedded inference of Deep Learning models is quite challenging due to high compute requirements. TI’s Edge AI software product helps optimize and accelerate inference on TI’s embedded devices. It supports heterogeneous execution of DNNs across cortex-A based MPUs, TI’s latest generation C7x DSP, and DNN accelerator (MMA). The solution simplifies the product life cycle of DNN development and deployment by providing a rich set of tools and optimized libraries.

This repository is dedicated to collecting and categorizing papers related to Retrieval-Augmented Generation (RAG) for AI-generated content. It serves as a survey repository based on the paper 'Retrieval-Augmented Generation for AI-Generated Content: A Survey'. The repository is continuously updated to keep up with the rapid growth in the field of RAG.

This repository is a curated list of open-source libraries for production large language models. It includes tools for data preprocessing, training/finetuning, evaluation/benchmarking, serving/inference, application/RAG, testing/monitoring, and guardrails/security. The repository also provides a new category called LLM Cookbook/Examples for showcasing examples and guides on using various LLM APIs.

Ludwig is a declarative deep learning framework designed for scale and efficiency. It is a low-code framework that allows users to build custom AI models like LLMs and other deep neural networks with ease. Ludwig offers features such as optimized scale and efficiency, expert level control, modularity, and extensibility. It is engineered for production with prebuilt Docker containers, support for running with Ray on Kubernetes, and the ability to export models to Torchscript and Triton. Ludwig is hosted by the Linux Foundation AI & Data.

PyLLMs is a minimal Python library designed to connect to various Language Model Models (LLMs) such as OpenAI, Anthropic, Google, AI21, Cohere, Aleph Alpha, and HuggingfaceHub. It provides a built-in model performance benchmark for fast prototyping and evaluating different models. Users can easily connect to top LLMs, get completions from multiple models simultaneously, and evaluate models on quality, speed, and cost. The library supports asynchronous completion, streaming from compatible models, and multi-model initialization for testing and comparison. Additionally, it offers features like passing chat history, system messages, counting tokens, and benchmarking models based on quality, speed, and cost.

Sailor is a suite of open language models tailored for South-East Asia (SEA), focusing on languages such as Indonesian, Thai, Vietnamese, Malay, and Lao. Developed with careful data curation, Sailor models are designed to understand and generate text across diverse linguistic landscapes of the SEA region. Built from Qwen 1.5, Sailor encompasses models of varying sizes, spanning from 0.5B to 7B versions for different requirements. Benchmarking results demonstrate Sailor's proficiency in tasks such as question answering, commonsense reasoning, reading comprehension, and more in SEA languages.

This repository serves as a practical guide for Medical Large Language Models (Medical LLMs) and provides resources, surveys, and tools for building, fine-tuning, and utilizing LLMs in the medical domain. It covers a wide range of topics including pre-training, fine-tuning, downstream biomedical tasks, clinical applications, challenges, future directions, and more. The repository aims to provide insights into the opportunities and challenges of LLMs in medicine and serve as a practical resource for constructing effective medical LLMs.

Recent LLM (Large Language Models)-based CV and multi-modal works.

KG-LLM-Papers is a repository that collects papers integrating knowledge graphs (KGs) and large language models (LLMs). It serves as a comprehensive resource for research on the role of KGs in the era of LLMs, covering surveys, methods, and resources related to this integration.

R-Judge is a benchmarking tool designed to evaluate the proficiency of Large Language Models (LLMs) in judging and identifying safety risks within diverse environments. It comprises 569 records of multi-turn agent interactions, covering 27 key risk scenarios across 5 application categories and 10 risk types. The tool provides high-quality curation with annotated safety labels and risk descriptions. Evaluation of 11 LLMs on R-Judge reveals the need for enhancing risk awareness in LLMs, especially in open agent scenarios. Fine-tuning on safety judgment is found to significantly improve model performance.

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