Shaped vs. LLaMA-Factory

Qloo, known as the "Cultural AI," excels in interpreting and predicting global consumer preferences. This privacy-centric API offers insights into worldwide consumer trends, boasting a catalog of hundreds of millions of cultural entities. By leveraging a profound understanding of consumer behavior, our API delivers personalized insights and contextualized recommendations. We tap into a diverse dataset encompassing over 575 million individuals, locations, and objects. Our innovative technology enables users to look beyond mere trends, uncovering the intricate connections that shape individual tastes in their cultural environments. The extensive library includes a wide array of entities, such as brands, music, film, fashion, and notable figures. Results are generated in mere milliseconds and can be adjusted based on factors like regional influences and current popularity. This service is ideal for companies aiming to elevate their customer experience with superior data. Additionally, our premier recommendation API tailors results by analyzing demographics, preferences, cultural entities, geolocation, and relevant metadata to ensure accuracy and relevance.

Join countless property managers who rely on Buildium to effectively manage every facet of their operations and boost revenue for each unit. This software has earned its reputation as the most highly recommended option for good reason. Buildium serves as a comprehensive property management solution, packed with essential features that foster success—ranging from accounting and communications to leasing and highly-rated mobile applications. You will discover new avenues for revenue through resident services while benefiting from award-winning customer support and a network of trusted integrations available via the Buildium Marketplace. Regardless of your property portfolio size, Buildium is specifically designed to meet your needs. With plans beginning at only $62 per month, and with no hidden charges, it's little surprise that Forbes has recognized Buildium as the “Best Real Estate Accounting Software for Property Managers.” This combination of affordability and functionality makes it a top choice for property management professionals looking to enhance their business.

Greenhouse is the only hiring platform you’ll ever need. Their industry-leading, AI-powered software supports every stage of your hiring process – from sourcing to onboarding – helping you make the best hires, faster, every time. More than just an ATS, Greenhouse is a true hiring partner, empowering companies to reduce recruiting costs and hire top talent quickly, consistently and fairly. Today, more than 7,500 customers across diverse industry verticals and scaling goals use Greenhouse to help them hire for what’s next. With Greenhouse, organizations can cut recruiting costs and ensure every hire is the right hire. Their industry-leading, AI-powered software supports every stage of the hiring process, from sourcing to onboarding, empowering companies to hire top talent quickly, consistently and fairly – today and as their business grows. With a structured hiring approach at its core, Greenhouse makes it easy to define the role, requirements and attributes of a successful candidate before a job is posted, enabling internal alignment and more confident, data-driven decisions. Greenhouse Real Talent™ enhances this process by helping teams identify and prioritize real, qualified candidates while detecting fraud, spam and impersonation attempts.

Kasm Workspaces enables you to access your work environment seamlessly through your web browser, regardless of the device or location you are in. This innovative platform is transforming the delivery of digital workspaces for organizations by utilizing open-source, web-native container streaming technology, which allows for a contemporary approach to Desktop as a Service, application streaming, and secure browser isolation. Beyond just a service, Kasm functions as a versatile platform equipped with a powerful API that can be tailored to suit your specific requirements, accommodating any scale of operation. Workspaces can be implemented wherever necessary, whether on-premise—including in Air-Gapped Networks—within cloud environments (both public and private), or through a hybrid approach that combines elements of both. Additionally, Kasm's flexibility ensures that it can adapt to the evolving needs of modern businesses.

MikMak, a SPINS company, is a global software company that provides a leading commerce intelligence and orchestration platform for multichannel brands, helping them grow in real-time.

Plauti is a data quality platform built natively for CRM, designed for organizations that want tight governance, strong security, and practical control over the accuracy of their customer data. Unlike solutions that move data to external servers or require separate platforms, Plauti runs entirely inside your existing CRM infrastructure, so no data leaves your system and no additional security perimeter is introduced. For Salesforce customers, Plauti covers the end-to-end data quality lifecycle: Prevent duplicates at the source: Real-time alerts notify users of potential duplicates as they enter records, helping sales, marketing, and service teams keep data clean from the start. Protect against hidden duplicates: Detect duplicates created by imports, integrations, and APIs to keep inbound data streams aligned with your standards. Remediate at scale with batch jobs: Run configurable batch processes to find, review, and merge existing duplicates across large data volumes, with full audit trails that support compliance, internal controls, and reporting. Verify contact information: Check email addresses and phone numbers before they’re saved to reduce bounce rates, improve campaign performance, and support more reliable outreach. All of this operates on Salesforce’s own infrastructure, using your existing permissions, roles, and security model. There is no separate user login, no data sync lag to manage, and no additional compliance gap to justify to auditors or security teams. For Microsoft Dynamics 365, Plauti focuses on robust duplicate prevention and control. Admins can configure real-time alerts, leverage API-based detection, run batch processes, and apply cross-entity matching rules to keep accounts, contacts, and leads aligned and consolidated. Plauti is built for CRM admins, data stewards, and operations teams who need immediate, self-service control over data quality—without waiting for developers, complex projects, or long IT ticket queues.

AddSearch transforms the way organizations connect users with information. More than just a traditional site search, AddSearch now offers AI Answers and AI Conversations, enabling businesses to deliver direct, conversational, and context-aware responses to user queries. These advanced capabilities complement AddSearch’s proven site search and content recommendation solutions, helping organizations create effortless, engaging, and personalized digital experiences. With AddSearch, you can choose between AI-driven answers, conversational interfaces, or lightning-fast search results—all fully customizable for websites, e-commerce platforms, or web applications. Our Crawler and Indexing API ensure your content is always up-to-date, while our expert implementation services save valuable developer time and maximize results. Today, nearly 2,000 customers worldwide—across Media, Telecommunications, Government, Education, E-commerce, and more—trust AddSearch to provide best-in-class search and AI-driven discovery. AddSearch product portfolio includes: - AI Answers – instant, accurate, and direct responses powered by generative AI. - AI Conversations – natural, chat-like interactions for deeper user engagement. - Autocomplete & Smart Ranking – predictive suggestions and optimized result ordering. - Personalized Search – tailored experiences based on behavior and preferences. - Content & Product Recommendations – boost engagement and conversions. - Advanced Analytics – insights into user behavior - Flexible Content Controls – include/exclude content, synonyms, filters, and facets, promote - Enterprise Features – SSO, organizational user management, audit logs, SLA up to 99.999%. - Seamless Implementation – works with any CMS, via crawler or API

Reduce the time spent sorting through piles of documents and focus more on assisting your clients. With CharityTracker, you can access client files from any location, offering not just secure storage but also an efficient and integrated approach to enhance your case management process. Implementing CharityTracker is straightforward and budget-friendly, allowing you to experience the rapid setup of its cloud-hosted solution. You’ll soon appreciate the elegantly designed interface that gets you operational in no time. This cloud-based software, compliant with HIPAA regulations, is user-friendly and tailored for nonprofits of all sizes. There are no setup costs, hidden charges, or binding contracts, so you have the freedom to cancel whenever you choose! Our solution is crafted to save time and securely streamline your case management processes, enabling you to record notes, create reports, collaborate effectively, set objectives, evaluate outcomes, make referrals, and demonstrate your impact with comprehensive reports for your funders. We are already making a difference in thousands of communities! Schedule a complimentary demo to see how it works. With pricing beginning at just $20 per month per user, it’s an opportunity you won't want to miss.

Podium is a leading AI-powered platform that combines lead management and multi-channel communication into a single solution, trusted by over 100,000 businesses worldwide to acquire and convert customers effectively. At the heart of Podium’s platform is its AI Employee, an intelligent virtual assistant that ensures businesses engage with leads instantly at any time of day, significantly improving conversion rates and driving revenue growth. Podium centralizes communications by consolidating calls, texts, payment links, and bulk messaging campaigns into one intuitive dashboard, simplifying customer outreach and engagement. The AI Employee automates routine customer interactions, delivering timely, accurate, and personalized responses across all communication channels to maintain strong customer relationships. Podium has been widely recognized for its innovation, earning spots on Forbes’ Next Billion Dollar Startups, Forbes’ Cloud 100, the Inc. 5000, and Fast Company’s World’s Most Innovative Companies lists. Founded in 2014 and headquartered in Lehi, Utah, Podium is backed by prominent investors including Accel, Summit Partners, GV (Google Ventures), and Y Combinator. The platform empowers businesses to not only respond to leads faster but also to collect more customer reviews and boost Google rankings through automated review requests. Podium’s easy-to-use web and mobile apps enable businesses to manage conversations, payments, and marketing efforts seamlessly. With its focus on AI-driven efficiency and customer satisfaction, Podium is a powerful tool for scaling sales and engagement. Its continuous innovation helps businesses stay ahead in competitive markets by providing superior lead conversion and communication solutions.

Runn is an innovative platform for real-time resource management that features integrated time tracking and robust forecasting abilities. Effortlessly plan your projects and allocate resources by scheduling project phases, milestones, and time off. Switch seamlessly between monthly, quarterly, and semi-annual views to strategize for both immediate and future needs. Gain a comprehensive overview of your entire organization, allowing you to effectively manage changes in capacity, workload, and availability as you develop your plans. Runn transforms resource management into a dynamic and visual experience through a centralized, shared interface. You can delve deeper into specific roles, teams, and tags to analyze trends and pinpoint groups that may be overbooked. Additionally, you can outline potential projects to assess how your plans could evolve as work gets confirmed. Monitor project progress, view forecasts, and access crucial metrics with Runn, including utilization rates, project variance, and overall financial health. Utilize the platform's built-in timesheets to keep track of project advancements efficiently. Runn also offers integrations with Harvest, WorkflowMax, and Clockify, and through its API, users can create custom integrations to connect Runn to their preferred tools, enhancing workflow and productivity even further. This versatility makes Runn a vital asset for teams looking to optimize their resource management and project planning processes.