Live
AI models

Tk-Instruct

Parameters
11B
Published
Oct 24, 2022

Tk-Instruct is an AI model developed by University of Washington, Arizona State University and Allen Institute for AI (United States), first published in October 2022. It works in the language domain, on tasks such as instruction interpretation.

Epoch AI has no training-compute estimate for this model. The model has 11,000,000,000 parameters. It was trained on roughly 1B datapoints. Training ran on Google TPU v3 for about 20 hours.

Access: Open weights (unrestricted). Its weights are openly available. It is built on top of T5-11B. Epoch AI rates the confidence of this record as speculative.

Full record
Organization
University of Washington, Arizona State University, Allen Institute for AI
Country of organization
United States
Domain
Language
Task
Instruction interpretation
Compute estimation method
Operation counting
Parameters
11,000,000,000
Dataset size
1B
Training hardware
Google TPU v3
Training time
20 h
Model accessibility
Open weights (unrestricted)
Open weights
Yes
Base model
T5-11B
Epoch confidence
Speculative
SourceEpoch AI, 'AI Models'. Published online at epoch.ai. Retrieved 2026-07-29 from https://epoch.ai/data/ai-models. Licensed under CC BY 4.0.
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