#UITARS Desktop: The Future of Computer Control through Natural Language 🖥️
🎯 #ByteDance introduces GUI agent powered by #VisionLanguageModel for intuitive computer control
Code: https://lnkd.in/eNKasq56
Paper: https://lnkd.in/eN5UPQ6V
Models: https://lnkd.in/eVRAwA-9
🧵 ↓
Edge-Ready #Vision Language Model Advances Visual #AI Processing 🌟
🧠 #OmniVision (968M params) sets new benchmark as world's smallest #VisionLanguageModel
🔄 Architecture combines #Qwen2 (0.5B) for text & #SigLIP (400M) for vision processing
💡 Key Innovations:
• 9x token reduction (729 → 81) for faster processing
• Enhanced accuracy through #DPO training
• Only 988MB RAM & 948MB storage required
• Outperforms #nanoLLAVA across multiple benchmarks
🎯 Use Cases:
• Image analysis & description
• Visual memory assistance
• Recipe generation from food images
• Technical documentation support
Try it now: https://huggingface.co/spaces/NexaAIDev/omnivlm-dpo-demo
Source: https://nexa.ai/blogs/omni-vision
Google DeepMind’s PaliGemma: A Small But Mighty Open-Source Vision-Language Model.
See here - https://techchilli.com/news/google-deepminds-paligemma-open-source-vision-language-model/
#GoogleDeepMind #PaliGemma #VisionLanguageModel #AI #TechInnovation #OpenSource #MachineLearning #AIEfficiency #TechTrends #FutureOfAI #ArtificialIntelligence #DeepLearning #AIModel
