Tag: Large Model
5 articles
AI Research 41 - Multimodal Large Model Quantization: Qwen2.5-VL Architecture, Capability Evaluation and Use Cases
Qwen2.5-VL is the new generation multimodal large model launched by Alibaba, significantly leading in visual understanding, video analysis, and cross-modal reasoning.
AI Research 39 - Multimodal Large Model Quantization: How Fine-Tuning and Quantization Maximize Performance
In multimodal large model optimization, the order choice of fine-tuning and quantization directly affects the final model's performance and efficiency.
AI Research 38 - Multimodal Large Model Quantization: Evaluation Strategies for Mainstream Vision-Language Tasks
To systematically evaluate the impact of model quantization on performance, need to combine multiple vision-language datasets and metrics.
AI Research 37 - Multimodal Large Model Quantization: Impact on Vision, Language and Multimodal Tasks
Model quantization compresses FP32 weights into low-precision representations, significantly reducing inference resource consumption.
AI Research 36 - Comprehensive Analysis of Multimodal Large Model Quantization
This comprehensive overview systematically introduces mainstream quantization techniques in multimodal models.