gemini-1.5-flash-002 vs llama-3.2-11b-vision-instruct

Gemini 1.5 Flash-002 is a high-performance multimodal LLM optimized for speed and efficiency, capable of handling text, images, audio, and video. It supports large context windows and delivers strong capabilities for summarization, data extraction, and chat applications. This model is designed to operate at scale with low latency and high throughput.

The 'meta-llama/llama-3.2-11b-vision-instruct' model is optimized for visual recognition, image reasoning, captioning, and question answering about images. It extends the Llama 3.1 base with a vision adapter and cross-attention layers, and uses fine-tuning for alignment with human preferences. The model supports multiple languages for text-only tasks and English for image-text applications.