New benchmark reveals that top multimodal models still stumble below 50% accuracy on basic visual entity tasks. The gap highlights limits in current vision‑language training and raises questions about real‑world reliability. Dive into the findings and what they mean for future AI research. #MultimodalLearning #VisionLanguage #EntityRecognition #AIBenchmarking
🔗 https://aidailypost.com/news/top-multimodal-models-fail-exceed-50-accuracy-basic-visual-entity
New research reveals fresh ways to fool vision‑language models like CLIP, exposing gaps in image classification and neural‑network defenses. The study updates adversarial‑attack techniques and highlights AI security challenges for multimodal AI. Open‑source communities can help harden these systems—read the full findings now. #AdversarialAttacks #VisionLanguage #CLIP #MultimodalAI
🔗 https://aidailypost.com/news/researchers-update-classifier-evasion-techniques-vision-language
Zai Org vừa ra mắt GLM-Image, mô hình đa phương tiện kết hợp ngôn ngữ và hình ảnh, hỗ trợ VQA, hiểu ảnh và lý luận đa mô hình. Mã nguồn và trọng số mở trên Hugging Face, là bước tiến trong cộng đồng GLM đa phương tiện. So sánh với Qwen‑VL, InternVL, LLaVA. #AI #Multimodal #VisionLanguage #OpenSource #CôngNghệ #Vietnam
https://www.reddit.com/r/LocalLLaMA/comments/1qcbq2n/glmimage_just_dropped_an_open_multimodal_model/
Qwen đã ra mắt bộ sưu tập Qwen3-VL-Reranker. Đây là mô hình Vision-Language giúp nâng cao độ chính xác cho việc tìm kiếm và truy vấn dựa trên cả hình ảnh và văn bản. #AI #Qwen #AIĐaPhươngThức #VisionLanguage #Reranker
https://www.reddit.com/r/LocalLLaMA/comments/1q7dlkn/qwen3vlreranker_a_qwen_collection/
Nvidia's new Cosmos Reason 2 platform lets robots reason across vision‑language inputs, turning on‑board agents into true problem‑solvers for complex tasks—from warehouse sorting to autonomous vehicle navigation. The open‑source‑friendly stack promises faster deployment and richer data use. Curious how this could reshape AI‑driven robotics? Read on. #Nvidia #CosmosReason2 #Robotics #VisionLanguage
🔗 https://aidailypost.com/news/nvidias-cosmos-reason-2-boosts-robot-reasoning-complex-tasks
"GPT-4V revolutionizes vision-language tasks with human-level accuracy! #GPT4V #MultimodalAI #VisionLanguage"
GPT-4V, a multimodal AI model, has achieved human-level performance on vision-language tasks by integrating advanced vision encoders with large language models. The model's novel attention mechanism enables more effective cross-modal understanding, allowing it to reason about images with unprecedented...
#GPT-4V #MultimodalAI #Vision-LanguageUnderstanding #LargeLanguageModels
"GPT-4V revolutionizes vision-language tasks with human-level accuracy #MultimodalAI #GPT4V #VisionLanguage"
The GPT-4V model has achieved human-level performance on vision-language tasks by integrating advanced vision encoders with large language models, enabling accurate image understanding and reasoning. This breakthrough is attributed to a novel attention mechanism and improved training techniques that facilitate...
#GPT-4V #MultimodalAI #Vision-LanguageTasks #LargeLanguageModels
"GPT-4V revolutionizes AI vision with human-level understanding, leveraging novel attention mechanisms #GPT4V #MultimodalAI #VisionLanguage"
The GPT-4V model has achieved human-level performance on vision-language tasks by integrating advanced vision encoders with large language models, enabling accurate image understanding and reasoning. A novel attention mechanism is a key innovation in GPT-4V, allowing for improved...
#GPT-4V #MultimodalAI #Vision-LanguageModels #AttentionMechanisms
So sánh Qwen3-VL-30B-A3B-Instruct và Qwen2.5-VL-72B. Hiện tại, Qwen2.5-VL-72B (lớn hơn) lại chạy nhanh và hiệu quả hơn do có hỗ trợ GGUF. Qwen3-VL-30B (nhỏ hơn) đang gặp khó khăn về VRAM và tốc độ vì thiếu GGUF. Khuyên dùng Qwen2.5-VL-72B cho đến khi Qwen3-VL có GGUF.
#AI #LLM #Qwen #VisionLanguage #LocalAI #MachineLearning
#TríTuệNhânTạo #HọcMáy #MôHìnhNgônNgữLớn #QwenVL
https://www.reddit.com/r/LocalLLaMA/comments/1ny8s1r/qwen3vl30ba3binstruct_qwen25vl72b/
Qwen3-VL đã ra mắt - mô hình ngôn ngữ hình ảnh mạnh nhất trong series Qwen! 🤖👁️
Khả năng hiểu và xử lý đa phương tiện vượt trội, mở ra nhiều ứng dụng thú vị trong AI.
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