LM-Kit.NET is an enterprise-grade toolkit designed for seamlessly integrating generative AI into your .NET applications, fully supporting Windows, Linux, and macOS. Empower your C# and VB.NET projects with a flexible platform that simplifies the creation and orchestration of dynamic AI agents.
Leverage efficient Small Language Models for on‑device inference, reducing computational load, minimizing latency, and enhancing security by processing data locally. Experience the power of Retrieval‑Augmented Generation (RAG) to boost accuracy and relevance, while advanced AI agents simplify complex workflows and accelerate development.
Native SDKs ensure smooth integration and high performance across diverse platforms. With robust support for custom AI agent development and multi‑agent orchestration, LM‑Kit.NET streamlines prototyping, deployment, and scalability—enabling you to build smarter, faster, and more secure solutions trusted by professionals worldwide.
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Get quality translations for your app, website, game, supporting documentation, and on. Invite your own translation team or work with professional translation agencies within Crowdin.
Features that ensure quality translations and speed up the process
• Glossary – create a list of terms to get consistent translations
• Translation Memory (TM) – no need to translate identical strings
• Screenshots – tag source strings to get context-relevant translations
• Integrations – set up integration with GitHub, Google Play, API, CLI, Android Studio, and on
• QA checks – make sure that all the translations have the same meaning and functions as the source strings
• In-Context – proofreading within the actual web application
• Machine Translations (MT) – pre-translate via translation engine
• Reports – get insights, plan and manage the project
Crowdin supports more than 30 file formats for mobile, software, documents, subtitles, graphics and assets:
.xml, .strings, .json, .html, .xliff, .csv, .php, .resx, .yaml, .xml, .strings and on.
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PaliGemma 2
PaliGemma 2 represents the next step forward in tunable vision-language models, enhancing the already capable Gemma 2 models by integrating visual capabilities and simplifying the process of achieving outstanding performance through fine-tuning. This advanced model enables users to see, interpret, and engage with visual data, thereby unlocking an array of innovative applications. It comes in various sizes (3B, 10B, 28B parameters) and resolutions (224px, 448px, 896px), allowing for adaptable performance across different use cases. PaliGemma 2 excels at producing rich and contextually appropriate captions for images, surpassing basic object recognition by articulating actions, emotions, and the broader narrative associated with the imagery. Our research showcases its superior capabilities in recognizing chemical formulas, interpreting music scores, performing spatial reasoning, and generating reports for chest X-rays, as elaborated in the accompanying technical documentation. Transitioning to PaliGemma 2 is straightforward for current users, ensuring a seamless upgrade experience while expanding their operational potential. The model's versatility and depth make it an invaluable tool for both researchers and practitioners in various fields.
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Smartcat
Smartcat is an all in one platform that connects businesses and translators to a continuous translation delivery chain. It combines a collaborative workflow solution with a marketplace and a network containing translation professionals.
Figures as of mid 2019: 10,000+ LSPs/end customers, 250,000+ freelancers and 70+ partners in 40+ nations.
* Vendor Hiring - Choose the right fit from 250,000 professionals
* Translation automation (CAT: A CAT tool that empowers translators
* Payment Automation: Pay all suppliers with one click
* Client Portal: Offer your customers a transparent experience in translation with a branded portal
* Integrations: Smartcat connectors for CMS and code repositories
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