qualcomm AI Hub
OPTIMISED DEVELOPMENT POSSIBILITIES WITH THE QUALCOMM AI HUB
The Qualcomm AI Hub includes a large selection of pre-optimised AI models that are specifically designed for the development of on-device AI with Snapdragon and Qualcomm platforms. With Stable Diffusion, Whisper and Baichuan 7B, for example, Qualcomm provides various models on Hugging Face and GitHub that enable developers to work more time-efficiently in project planning and implementation through easy integration into cloud-based devices with Qualcomm technology and thus bring products and solutions to market faster. With the AI Engine's hardware acceleration across NPU, CPU and GPU, inference times can be reduced by a factor of four, allowing individual steps to be processed faster.
The various models offer advantages in a wide range of applications (e.g. speech processing, text-to-image, object recognition, etc.) and enable an improved developer and user experience thanks to faster, more secure and more cost-efficient on-device AI.
LARGE LANGUAGE MODELS (LLMS): MULTIMODAL LARGE LANGUAGE AND VISION ASSISTANT MODEL (LLAVA) ON ANDROID AND WINDOWS
As part of the release of the AI Hub, Qualcomm AI Research debuts the multimodal Large Language and Vision Assistant (LLaVA) AI model, which can process both text and image input with more than 7 billion parameters. These Large Language Models (LLMs) serve various applications, such as recognizing and analyzing optical patterns, and guarantee data security and reliable performance with local processing on the device.
In addition, the Low Rank Adaptation (LoRA) technology will be presented, which enables stable diffusion on Android with just a few trainable parameters. This optimizes and simplifies the scaling and adaptation of tailor-made AI models and provides the basis for the use of generative AI in image processing and language model adaptation.
DEVELOPMENT OF ON-DEVICE KI FOR SMARTPHONES, PCS, IOT AND AUTOMOTIVE
DEVELOPMENT OF ON-DEVICE KI FOR SMARTPHONES, PCS, IOT AND AUTOMOTIVE
Smartphones
AI-powered image and video processing for more user-friendly and creative applications.
PCs
Fast AI-based image generation and creative editing capabilities thanks to GIMP and Stable Diffusion plug-ins with the new Snapdragon X Elite optimized for powerful on-device AI.
Automotive
On the new Snapdragon Digital Chassis platform, Qualcomm presents various ways to create safer, more efficient and personalized driving experiences with AI.
IoT
In the field of IoT, on-device AI offers great potential for user-friendly, powerful and compact solutions.
Connectivity
Connectivity solutions such as the Snapdragon X80 Modem-RF System Processor with AI-optimized Wi-Fi 7 benefit from on-device AI and can achieve better performance and efficiency for local networks.
