ALBERT

ALBERT

Google
Pythia

Pythia

EleutherAI
+
+

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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

Pythia combines interpretability analysis and scaling laws to understand how knowledge develops and evolves during training in autoregressive transformers.

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

AI developers

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

Free
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

EleutherAI
Founded: 2020
eleuther.ai

Alternatives

RoBERTa

RoBERTa

Meta

Alternatives

Alpaca

Alpaca

Stanford Center for Research on Foundation Models (CRFM)
InstructGPT

InstructGPT

OpenAI
Chinchilla

Chinchilla

Google DeepMind
Falcon-40B

Falcon-40B

Technology Innovation Institute (TII)
VideoPoet

VideoPoet

Google
GPT-NeoX

GPT-NeoX

EleutherAI
T5

T5

Google
VideoPoet

VideoPoet

Google

Categories

Categories

Integrations

Axolotl
Forefront
Scroll
Spark NLP

Integrations

Axolotl
Forefront
Scroll
Spark NLP
Claim ALBERT and update features and information
Claim ALBERT and update features and information
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