Hugging Face Overview
Next 12B: Türkiye's Advanced Vision-Language Model
Lamapi's Next 12B is a 12-billion parameter multimodal Vision-Language Model (VLM) built on Gemma 3, designed for exceptional performance in both text and image understanding. It stands out as Türkiye's most advanced open-source VLM, offering high performance, multimodal capabilities, and enterprise-readiness.
Key Capabilities
- Advanced Vision-Language Understanding: Deeply understands images with sophisticated visual reasoning and generates detailed descriptions.
- Multilingual Support: Provides professional-grade Turkish language support while maintaining extensive multilingual capabilities.
- Superior Reasoning: Demonstrates strong logical and analytical reasoning for complex tasks, achieving 92.7% on MMLU and 95.3% on GSM8K benchmarks.
- Optimized Architecture: Features a balanced architecture with a causal LLM and enhanced vision encoder, supporting various quantization options (Q8_0, Q4_K_M, F16, F32) for flexible deployment.
- Production-Ready: Delivers reliable and consistent outputs suitable for enterprise applications.
Good For
- Enterprise Content Generation: Creating high-quality multilingual content.
- Advanced Visual Analysis: Detailed image understanding, captioning, and multimodal question answering.
- Complex Reasoning Tasks: Solving mathematical problems (87.2% on MATH benchmark) and handling professional-level questions (84.4% on MMLU-Pro).
- Educational Applications: Developing tutoring and explanation systems.
- Customer Support: Automating multilingual customer service.
- Data Extraction: Processing visual documents and extracting information.