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Gecko: A Compact and Versatile Embedding Model
Revolutionizing Text Embedding with AI
Efforts are constant in developing text processing models with human-like accuracy. Gecko sets itself apart by efficiently converting vast amounts of textual data into a form that machines can understand and act upon, using the latest AI advancements.
Enhancing Model Training with LLMs
Gecko leverages large language models (LLMs) for knowledge distillation. It generates a diverse and comprehensive training dataset by using LLMs to produce synthetic paired data, thereby eliminating the need for extensive labeled datasets.
Outperforming Larger Models
Gecko’s exceptional performance on the Massive Text Embedding Benchmark (MTEB) showcases its efficiency. Despite its smaller size, Gecko with 256 embedding dimensions outperformed larger models, underscoring its potential in text embedding tasks.
Practical AI Solutions for Your Business
Enhance your company’s capabilities with AI by leveraging practical solutions. Identify automation opportunities, define KPIs, select AI tools, and implement AI gradually. Connect with us for AI KPI management advice and discover practical AI solutions for customer engagement.
AISalesBot: Automating Customer Engagement
Explore itinai.com’s AI Sales Bot designed to automate customer engagement 24/7 across all customer journey stages, redefining sales processes and customer engagement.
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