Released on September 25, 2024, the Meta: Llama 3.2 90B Vision Instruct model is a powerful tool for handling complex visual reasoning and language tasks. With a context length of 32,768 tokens, it processes both text and images, outputting text responses. This multimodal model excels in tasks like image captioning and visual question answering, thanks to its extensive pre-training on diverse datasets and fine-tuning with human feedback. Designed for industries needing sophisticated AI for real-time visual and textual analysis, it offers a comprehensive solution for demanding image-based tasks.
Use Cases
Here are a few ways teams apply Meta: Llama 3.2 90B Vision Instruct in practice—from fast drafting to multimodal understanding. Adapt these ideas to your workflow.
Enhance image captioning accuracy
Improve visual question answering
Boost image-text comprehension
Support real-time visual analysis
Optimize complex AI tasks
Key Features
A quick look at the capabilities that make this model useful in real projects.
90 billion parameters for detailed analysis
Handles text and image inputs
Outputs high-quality text responses
Pre-trained on vast multimodal datasets
Fine-tuned with human feedback
32,768 token context window
Specs
Overview
Vendor
meta-llama
Model ID
meta-llama/llama-3.2-90b-vision-instruct
Release
2024-09-25
Modalities & context
Input
text · image
Output
text
Context
32,768 tokens
Parameters & defaults
Supported parameters: frequency_penalty, max_tokens, min_p, presence_penalty, repetition_penalty, response_format, seed, stop, temperature, top_k, top_p
Defaults: temperature 0.2, top_p 0.95
Benchmark tests: Meta: Llama 3.2 90B Vision Instruct
We ran this model against a few representative prompts to show its range. Review the outputs below and be the judge.
Text
Prompt:
Write 150 words on how AI might positively upend work, leisure and creativity
The integration of Artificial Intelligence (AI) is poised to revolutionize the fabric of work, leisure, and creativity. By automating mundane and repetitive tasks, AI can liberate professionals to focus on high-value tasks that require creativity, empathy, and problem-solving. This shift can lead to a more fulfilling and productive work experience. In leisure, AI-powered tools can curate personalized entertainment, travel, and educational experiences, enriching our downtime. Moreover, AI can become a collaborative partner in creative endeavors, such as art, music, and writing, augmenting human imagination and innovation. For instance, AI-generated suggestions can inspire new ideas, while AI-assisted tools can streamline the creative process. As AI assumes routine tasks, humans can devote more time to creative pursuits, fostering a culture of innovation and artistic expression. This synergy between humans and AI can unlock new frontiers in work, leisure, and creativity, leading to a more balanced and fulfilling life. By embracing AI, we can unlock new possibilities.
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