Maize GxE Mamba2-90M

Zhang Tao Lab, Yangzhou University

The same maize variety can do well in one field and poorly in another, and sorting out why takes many trials. This is a downloadable model that learns from sequence data to predict how maize responds to different growing conditions.

Models, data & tools
Seed genetics & breeding
Free
Self-hosted / on-premise · Downloadable
Visit provider site
QUICK INFO
SOLUTION TYPE
Models, data & tools
TECHNOLOGY CATEGORY
Models & fine-tunes
AREA OF WORK
Seed genetics & breeding
ACCESS
Free
DEPLOYMENT
Self-hosted / on-premise · Downloadable
SOURCE REVIEWED
August 23, 2026

What it helps with

  • Why does this maize variety do badly here
  • Predict maize performance by environment
  • Pick a maize hybrid for a field
  • How does maize respond to growing conditions
  • Model for maize variety and environment

Scope & audience

WHO IT'S FOR

Scientist / researcher · Developer / AI builder

AREA OF WORK

Seed genetics & breeding

COMMODITY / SCOPE

Cross-commodity

Access & technical details

ACCESS

Anyone can get it

INTERFACE

Model download / weights

DEPLOYMENT

You run it yourself

LANGUAGES

Not stated by provider

Source information

This listing was compiled from publicly available source material. Verify current details with the provider.

PROVIDER DOCUMENTATION
Reviewed August 2026

Explore more like this

GPT-4o

OpenAI
Models, data & tools
Advisory teams often want to know how far a general assistant gets with crop questions. This is a general purpose language model, available through a paid programming interface, that was included in an agricultural advisory evaluation.
Paid or approval
Cloud-hosted
Models & fine-tunes
View listing
GPT-4o
advise-educate
extension-advisory-and-education
buildable-or-downloadable-component
models-and-fine-tunes
Paid or approval
Cloud-hosted
August 23, 2026
  • How far does a general assistant get on crops
  • Ask a general model about farm problems
  • Paid general model for farm advice
  • Compare an assistant on agricultural questions
  • Call a general model for advisory answers
  • General model included in a farm advice test

Cropformer

Chinese Academy of Agricultural Sciences / co-authors (Wang, Yan, Fang)
Models, data & tools
Predicting how a plant will perform from its genetic markers usually gives you a number with no explanation. This is code and a web tool for crop trait prediction that also points to which markers drove the result.
Free
Self-hosted / on-premise · Downloadable
Models & fine-tunes
View listing
Cropformer
research-develop
seed-genetics-and-breeding
buildable-or-downloadable-component
models-and-fine-tunes
Free
Self-hosted / on-premise · Downloadable
August 23, 2026
  • Predict crop traits from genetic markers
  • Which markers drove the prediction
  • Explain a trait prediction result
  • Run crop trait prediction in a browser
  • Code for crop trait prediction
Is this your Resource?

Contact us to claim this listing and add details, screenshots or a demo.