Project AURIONAI Use-Cases Research & Innovation
UC Berkeley
image generation

InstructPix2Pix

Diffusion model that edits an image by following a written instruction such as change the sky to sunset.

Examples of images edited by InstructPix2Pix following written instructions.
Levelmodel
Classimage generation
Parameters859.53M
Contextnot in the notes
Released17 Nov 2022
Opennessopen weights permissive
Runs onnot in the notes
Statusactive

R&D Topics

Identity

Developer
UC Berkeley
Family
not in the notes
Released
17 Nov 2022 sourcesannouncement page
Weights published
20 Jan 2023
Record checked
12 Oct 2026
Where this comes from
Developer and dates from the research notes. Release date is the vendor's public announcement; weights date is when open weights were published.

Architecture and Size

Architecture
diffusion
Total parameters
859.53M sources
Active parameters
–
Checkpoint parameters
–
Note
Parameter count from the Hugging Face safetensors total.
Context length
not in the notes
Input
text, image
Output
image
Where this comes from
Parameter counts as the developer states them. Where the checkpoint holds a different total, both are shown (register A16).

Openness and Access

Openness
open weights permissive
Licence
MIT License sources
Access routes
open weights download, cloud marketplace
Where this comes from
The licence file governs over registry tags and aggregator labels.

Deployment

Runs on
not in the notes
Footprint
not in the notes
Runtimes
not in the notes
Where this comes from
Deployment tiers and runtimes as named in the notes. Footprint is the notes' figure, not a measurement by AURION.

Indonesia

Indonesian support
not stated
Regional languages
not in the notes
Jakarta hosting
unknown
Languages
not in the notes
Where this comes from
Indonesia fields are carried on every model; unknown is an allowed value.

Benchmark Results

The notes record no benchmark result for this model.

Lineage

The notes record no lineage for this model.

Industry Use Cases

No industry use case links this model.

Sources

  1. arxiv.org/abs/2211.09800 https://arxiv.org/abs/2211.09800
  2. huggingface.co/timbrooks/instruct-pix2pix https://huggingface.co/timbrooks/instruct-pix2pix
  3. github.com/GoogleCloudPlatform/vertex-ai-samples/tree/ma... https://github.com/GoogleCloudPlatform/vertex-ai-samples/tree/main/notebooks/community/model_garden
  4. kaggle.com/models/timothy-brooks/instruct-pix2pix https://www.kaggle.com/models/timothy-brooks/instruct-pix2pix
  5. arxiv.org/html/2211.09800 https://arxiv.org/html/2211.09800

To cite this page: Project AURION, AI Use-Cases Research & Innovation, "InstructPix2Pix", https://aurion.semai.id/models/instruct-pix2pix/, records of October 2026.