Audience

Companies searching for a powerful system for training and serving gigantic machine learning models

About Alpa

Alpa aims to automate large-scale distributed training and serving with just a few lines of code. Alpa was initially developed by folks in the Sky Lab, UC Berkeley. Some advanced techniques used in Alpa have been written in a paper published in OSDI'2022. Alpa community is growing with new contributors from Google. A language model is a probability distribution over sequences of words. It predicts the next word based on all the previous words. It is useful for a variety of AI applications, such the auto-completion in your email or chatbot service. For more information, check out the language model wikipedia page. GPT-3 is very large language model, with 175 billion parameters, that uses deep learning to produce human-like text. Many researchers and news articles described GPT-3 as "one of the most interesting and important AI systems ever produced". GPT-3 is gradually being used as a backbone in the latest NLP research and applications.

Pricing

Starting Price:
Free
Free Version:
Free Version available.

Integrations

No integrations listed.

Ratings/Reviews

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Company Information

Alpa
opt.alpa.ai/

Videos and Screen Captures

Alpa Screenshot 1
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Product Details

Platforms Supported
Cloud
Training
Documentation
Support
Online

Alpa Frequently Asked Questions

Q: What kinds of users and organization types does Alpa work with?
Q: What languages does Alpa support in their product?
Q: What type of training does Alpa provide?
Q: How much does Alpa cost?

Alpa Product Features

Artificial Intelligence

For Healthcare Not Supported
Multi-Language Not Supported
Chatbot Not Supported
For Sales Not Supported
Rules-Based Automation Not Supported
Machine Learning Not Supported
Natural Language Processing Not Supported
Predictive Analytics Not Supported
Virtual Personal Assistant (VPA) Not Supported
Process/Workflow Automation Not Supported
For eCommerce Not Supported
Image Recognition Not Supported

Machine Learning

Deep Learning Not Supported
ML Algorithm Library Not Supported
Model Training Not Supported
Natural Language Processing (NLP) Not Supported
Predictive Modeling Not Supported
Templates Not Supported
Visualization Not Supported
Statistical / Mathematical Tools Not Supported