Classifier models based on YandexGPT
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Updated at December 11, 2024
You can access a YandexGPT-based classifier model via API using its URI which contains the folder ID. The /latest segment specifies the model version and is optional. To access a YandexGPT-based classifier model, use the fewShotClassify Text Classification API method.
If an out-of-the-box model is not enough, you can fine-tune a YandexGPT Pro-based classifier in Yandex DataSphere for the model to be more accurate classifying your requests. To access a classifier model fine-tuned in Yandex DataSphere, use the classify Text Classification API method.
| Model | URI | Operation mode |
|---|---|---|
| Prompt-based classifier built on YandexGPT Lite | cls://<folder_ID>/yandexgpt-lite/latest |
Synchronous |
| Prompt-based classifier built on YandexGPT Pro | cls://<folder_ID>/yandexgpt/latest |
Synchronous |
| Fine-tuned classifier model | cls://<folder_ID>/<fine-tuned_model_ID> |
Synchronous |