Sample Payloads

Here are a few example payloads you can use when testing out the studio and as a guide when Onboarding your own datasets to the studio, fine-tuning and running inference.

Dataset onboarding

Click below to see example configurations for onboarding a new dataset to the studio:

Burn scars dataset Multimodal flooding dataset

Fine-tuning

Tuning templates

Click below for sample configs for each of the tune templates we have in the studio:

• Download HPO config for terratorch-iterate fine-tuning | View details
• View ConvNeXT template for user-defined tuning

Regression Segmentation terramind: Segmentation clay_v1 : Segmentation timm_resnet : Segmentation timm_convnext : Segmentation HPO With Terratorch Iterate User Defined tune Template task

Tunes

Click below for example payloads for running a fine-tuning job and for uploading a complete tune through the studio:

• To upload a complete tune a config_url and a checkpoint_url.
• config_url: URL to tuning configuration YAML file (see sample config for reference) | Download the config file
• checkpoint_url: URL to your trained model checkpoint file(.ckpt).Download sample checkpoint file

Flooding tuning Burn scars tuning Upload a complete tune

Inference

Click below for example payloads for submitting an inference request through the studio:

Inference agb Karen Try tune in lab Add layer example Inference california wildfire

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Example

JSON cURL Command

Copy JSON

Ensure you export your Studio API key and base API endpoint to your environment variables:

Copy commands

Copy cURL

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