Average Ratings 0 Ratings
Average Ratings 0 Ratings
Description
Alpa is designed to simplify the process of automating extensive distributed training and serving with minimal coding effort. Originally created by a team at Sky Lab, UC Berkeley, it employs several advanced techniques documented in a paper presented at OSDI'2022. The Alpa community continues to expand, welcoming new contributors from Google. A language model serves as a probability distribution over sequences of words, allowing it to foresee the next word based on the context of preceding words. This capability proves valuable for various AI applications, including email auto-completion and chatbot functionalities. For further insights, one can visit the Wikipedia page dedicated to language models. Among these models, GPT-3 stands out as a remarkably large language model, boasting 175 billion parameters and utilizing deep learning to generate text that closely resembles human writing. Many researchers and media outlets have characterized GPT-3 as "one of the most interesting and significant AI systems ever developed," and its influence continues to grow as it becomes integral to cutting-edge NLP research and applications. Additionally, its implementation has sparked discussions about the future of AI-driven communication tools.
Description
VideoPoet is an innovative modeling technique that transforms any autoregressive language model or large language model (LLM) into an effective video generator. It comprises several straightforward components. An autoregressive language model is trained across multiple modalities—video, image, audio, and text—to predict the subsequent video or audio token in a sequence. The training framework for the LLM incorporates a range of multimodal generative learning objectives, such as text-to-video, text-to-image, image-to-video, video frame continuation, inpainting and outpainting of videos, video stylization, and video-to-audio conversion. Additionally, these tasks can be combined to enhance zero-shot capabilities. This straightforward approach demonstrates that language models are capable of generating and editing videos with impressive temporal coherence, showcasing the potential for advanced multimedia applications. As a result, VideoPoet opens up exciting possibilities for creative expression and automated content creation.
API Access
Has API
API Access
Has API
Integrations
No details available.
Integrations
No details available.
Pricing Details
Free
Free Trial
Free Version
Pricing Details
No price information available.
Free Trial
Free Version
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Vendor Details
Company Name
Alpa
Website
opt.alpa.ai/
Vendor Details
Company Name
Website
sites.research.google/videopoet/
Product Features
Artificial Intelligence
Chatbot
For Healthcare
For Sales
For eCommerce
Image Recognition
Machine Learning
Multi-Language
Natural Language Processing
Predictive Analytics
Process/Workflow Automation
Rules-Based Automation
Virtual Personal Assistant (VPA)
Machine Learning
Deep Learning
ML Algorithm Library
Model Training
Natural Language Processing (NLP)
Predictive Modeling
Statistical / Mathematical Tools
Templates
Visualization