ALBERT

ALBERT

Google
InstructGPT

InstructGPT

OpenAI
+
+

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About

ALBERT is a self-supervised Transformer model that was pretrained on a large corpus of English data. This means it does not require manual labelling, and instead uses an automated process to generate inputs and labels from raw texts. It is trained with two distinct objectives in mind. The first is Masked Language Modeling (MLM), which randomly masks 15% of words in the input sentence and requires the model to predict them. This technique differs from RNNs and autoregressive models like GPT as it allows the model to learn bidirectional sentence representations. The second objective is Sentence Ordering Prediction (SOP), which entails predicting the ordering of two consecutive segments of text during pretraining.

About

InstructGPT is an open-source framework for training language models to generate natural language instructions from visual input. It uses a generative pre-trained transformer (GPT) model and the state-of-the-art object detector, Mask R-CNN, to detect objects in images and generate natural language sentences that describe the image. InstructGPT is designed to be effective across domains such as robotics, gaming and education; it can assist robots in navigating complex tasks with natural language instructions, or help students learn by providing descriptive explanations of processes or events.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

AI developers

Audience

Users interested in an open-source framework for training language models to generate natural language instructions from visual input

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

No information available.
Free Version
Free Trial

Pricing

$0.0200 per 1000 tokens
Free Version
Free Trial

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

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Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

Google
Founded: 1998
United States
github.com/google-research/albert

Company Information

OpenAI
Founded: 2015
United States
openai.com

Alternatives

RoBERTa

RoBERTa

Meta

Alternatives

InstructGPT

InstructGPT

OpenAI
GPT-4

GPT-4

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BLOOM

BLOOM

BigScience
VideoPoet

VideoPoet

Google
GPT-3.5

GPT-3.5

OpenAI
T5

T5

Google
GPT-3

GPT-3

OpenAI

Categories

Categories

Integrations

ChatGPT
GPT-3
GPT-4
OpenAI
Spark NLP

Integrations

ChatGPT
GPT-3
GPT-4
OpenAI
Spark NLP
Claim ALBERT and update features and information
Claim ALBERT and update features and information
Claim InstructGPT and update features and information
Claim InstructGPT and update features and information