YandexGPT API models
YandexGPT API provides access to large generative models:
- Standard YandexGPT Lite suitable for solving tasks in real time.
- Large YandexGPT Pro based on YandexGPT 3 that provides more accurate responses to complex prompts.
If out-of-the-box models are not enough, you can fine-tune YandexGPT Pro in Yandex DataSphere for it to better respond to your requests.
To access your model via the API, under modelUri, specify its URI which contains the folder ID. The /latest, /rc, and /deprecated segments indicate the model version. /latest is used by default.
YandexGPT API generative models
Note
When updating models, YandexGPT generations available in different branches (/latest, /rc, and /deprecated segments) may change.
|
Model |
URI |
YandexGPT generation |
|
|
YandexGPT Lite |
|
3 |
Asynchronous, synchronous |
|
YandexGPT Pro |
|
3 |
Asynchronous, synchronous |
|
Model fine-tuned in Yandex DataSphere |
|
3 |
Asynchronous, synchronous |
Modified models share usage quotas with their basic models.
Tuning capabilities
You cannot tune the YandexGPT Pro model on new information, e.g., a support service knowledge base. However, you can train the model to generate responses in a specific format or analyze texts. You can train the model to:
- Summarize and rewrite texts.
- Generate questions and answers from text input.
- Provide responses in a particular format or style.
- Classify texts, forms of address, and dialogs.
- Extract data from texts.
If you want to fine-tune the model for other capabilities, contact our support team to learn about custom model training.
Note
To make sure your fine-tuned model works properly, specify the prompt used for training in your message with the system sender role.