AWD-LSTM - 3-layer LSTM (tied) + continuous cache pointer (PTB)

Training compute

10¹⁷ FLOP

Parameters

24M

Published

Aug 7, 2017

AWD-LSTM - 3-layer LSTM (tied) + continuous cache pointer (PTB) is an AI model developed by Salesforce Research (United States), first published in August 2017. It works in the language domain, on tasks such as language modeling/generation.

Training it took an estimated 10¹⁷ FLOP of compute. The model has 24,000,000 parameters.

Access: Unreleased. Its weights are not openly released. Epoch AI rates the confidence of this record as confident.

Full record

Organization: Salesforce Research
Country of organization: United States
Domain: Language
Task: Language modeling/generation
Training compute: 10¹⁷ FLOP
Parameters: 24,000,000
Model accessibility: Unreleased
Open weights: No
Epoch confidence: Confident