LightCap is a fast and efficient image caption generator, using CLIP and distillation. Developed by Q2BSTUDIO, a technology development company specialized in custom solutions, artificial intelligence, cybersecurity and cloud services.
LightCap: a small and fast image caption generator using CLIP and distillation. 75% smaller, SOTA on COCO (136.6 CIDEr), 188ms/CPU. Ready for mobile!
At Q2BSTUDIO we are a company specialized in development and technological services, offering solutions such as custom applications, custom software, artificial intelligence, cybersecurity, AWS and Azure cloud services, business intelligence services and Power BI.
A BREAK?
OUR SERVICES
AI agents, chatbots, and intelligent assistants that automate tasks and serve your customers 24/7 to improve the efficiency of your business.
More info →Web, mobile and desktop applications, intranets, e-commerce, SaaS and management platforms designed for the specific needs of your company, with accessibility and best practices included.
More info →Migration, infrastructure, landing zones, networks, managed databases, scalable hosting and security in Microsoft Azure and Amazon Web Services so that your business grows according to the capacity you need.
More info →Security audits, penetration testing and protection of applications, data and infrastructure on-premise and cloud. Ethical hacking and support in regulatory compliance (ENS, ISO 27001, GDPR) without promising certification.
More info →Operational reporting and predictive analytics with Power BI and Microsoft Fabric: we integrate your sources, design dashboards and KPIs and turn your data into informed decisions.
More info →We automate repetitive tasks and connect your applications with n8n (open-source, self-hosted), Power Automate (Microsoft 365), Make or RPA, eliminating manual work. If you need AI agents, you'll find them in our AI hub.
More info →We train your teams in technology with criteria: web development, databases, Git, best practices and security, automation with n8n, artificial intelligence for companies and creation of AI solutions with Microsoft Foundry (formerly Azure AI Foundry).
More info →We audit the code that you, your team or an AI create: we tell you what is good and what to improve, we secure it and make it ready for production, with evidence for ENS, ISO 27001, GDPR, NIS2 and DORA.
More info →We create conversational avatars with AI – digital humans with a face and voice – for B2B cases: internal training, retail, events and customer service. They are not text chatbots or multimedia content; they are visual interlocutors with the knowledge of your company.
More info →Paid media, technical SEO, GEO/AEO, email marketing, landing/CRO and analytics: we capture useful demand and measure results without promising positions.
More info →We help inventory, control, and professionalize AI applications, automations, and agents without slowing down teams' ability to innovate.
More info →We implement on-premise local AI to reduce token costs and keep data at home: hardware sizing (NVIDIA GB10 / AMD), LM Studio stack → vLLM and integration with real processes.
More info →Tell us your vision and we'll turn it into a software solution. Whatever the scope, we make your idea real.
