What's new in avatar tech? Latest LLM avatar by NVIDIA!
Technology of Natural Language Avatar - NVIDIA example (clinical avatar, health & elderly care). Training LLM (large language models) for new domain specific knowledge is a supercomputing application. NVIDIA provides an ecosystem of hard- and software for large language AI models to be deployed for new growth enterprises: https://nvidianews.nvidia.com/news/nvidia-brings-large-language-ai-models-to-enterprises-worldwide Current tech advantages - provided by press releases of NVIDIA in November 2021 - an overall technology based ecosystem presentation is recorded (incl LLM, NLP, AI Data center, Multi-GPUs, Tensor models, multilingual datasets, video analytics framework, ..). But LLms like Megatron 530B (see my last video) enable just a domain specifically trained natural language model. However, if you add to its development and deployment on two DGX SuperPOD a. a SDK for speech recognition and b. a computer vision framework for video analytics, plus c. an AI driven 3D facial/avatar animation, you end up with d. a virtual avatar, able to communicate and interact with you in natural language. Business cases for world leading enterprises open up in areas like clinical data, care for elderly, healthcare specific applications within hospitals and clinics, telemed at home, etc. The moment global companies can fine-tune pretrained LLM (like NVIDIA's Megatron 530B) for their domain specific knowledge and business cases, avatars will step out of video games and provide significant input for corporate wealth creation. The benefits for individual users given a fine-tuned virtual interaction platform (in natural language) is another envisioned advantage. 00:00 NVIDIA Enterprise AI 01:45 DGX A100 GPUs 03:29 Training costs 04:20 Investment 05:25 System integration 07:30 Ecosystem for avatar 08:35 Business cases 09:15 Supercomputer needed Unfortunately this video is not sponsored by anybody. It just reflects my tech foresight on currently available tech ecosystems for the next generation of AI induced products and services. #NVIDIA #Avatar_tech #LLM
Technology of Natural Language Avatar - NVIDIA example (clinical avatar, health & elderly care). Training LLM (large language models) for new domain specific knowledge is a supercomputing application. NVIDIA provides an ecosystem of hard- and software for large language AI models to be deployed for new growth enterprises: https://nvidianews.nvidia.com/news/nvidia-brings-large-language-ai-models-to-enterprises-worldwide Current tech advantages - provided by press releases of NVIDIA in November 2021 - an overall technology based ecosystem presentation is recorded (incl LLM, NLP, AI Data center, Multi-GPUs, Tensor models, multilingual datasets, video analytics framework, ..). But LLms like Megatron 530B (see my last video) enable just a domain specifically trained natural language model. However, if you add to its development and deployment on two DGX SuperPOD a. a SDK for speech recognition and b. a computer vision framework for video analytics, plus c. an AI driven 3D facial/avatar animation, you end up with d. a virtual avatar, able to communicate and interact with you in natural language. Business cases for world leading enterprises open up in areas like clinical data, care for elderly, healthcare specific applications within hospitals and clinics, telemed at home, etc. The moment global companies can fine-tune pretrained LLM (like NVIDIA's Megatron 530B) for their domain specific knowledge and business cases, avatars will step out of video games and provide significant input for corporate wealth creation. The benefits for individual users given a fine-tuned virtual interaction platform (in natural language) is another envisioned advantage. 00:00 NVIDIA Enterprise AI 01:45 DGX A100 GPUs 03:29 Training costs 04:20 Investment 05:25 System integration 07:30 Ecosystem for avatar 08:35 Business cases 09:15 Supercomputer needed Unfortunately this video is not sponsored by anybody. It just reflects my tech foresight on currently available tech ecosystems for the next generation of AI induced products and services. #NVIDIA #Avatar_tech #LLM