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Yandex Foundation Models
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    • Disabling request logging
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In this article:

  • Step-by-step guides for text generation models
  • Step-by-step guides for YandexART
  • Step-by-step guides for classifiers based on YandexGPT
  • Step-by-step guides on how to use embeddings
  • Step-by-step guides for AI Assistant API
  • Step-by-step guides on managing Foundation Models resources
  • Foundation Models model tuning
  • General step-by-step guides
  1. Step-by-step guides
  2. All guides

Step-by-step guides for Yandex Foundation Models

Written by
Yandex Cloud
Updated at April 24, 2025
  • Step-by-step guides for text generation models
  • Step-by-step guides for YandexART
  • Step-by-step guides for classifiers based on YandexGPT
  • Step-by-step guides on how to use embeddings
  • Step-by-step guides for AI Assistant API
  • Step-by-step guides on managing Foundation Models resources
  • Foundation Models model tuning
  • General step-by-step guides

Step-by-step guides for text generation modelsStep-by-step guides for text generation models

  • Estimating prompt size in tokens
  • Sending a request in prompt mode
  • How to build a chat with YandexGPT Lite or YandexGPT Pro
  • Sending an asynchronous request
  • Invoking a function from a model

Step-by-step guides for YandexARTStep-by-step guides for YandexART

Generating an image using YandexART

Step-by-step guides for classifiers based on YandexGPTStep-by-step guides for classifiers based on YandexGPT

  • Using prompt-based classifiers based on YandexGPT
  • Using fine-tuned classifiers based on YandexGPT

Step-by-step guides on how to use embeddingsStep-by-step guides on how to use embeddings

  • Using embeddings to search through the knowledge base

Step-by-step guides for AI Assistant APIStep-by-step guides for AI Assistant API

  • Creating a simple assistant
  • Creating an assistant with a search index
  • Creating a search assistant that uses file and index metadata
  • Creating an assistant with intermediate response generation results

Step-by-step guides on managing Foundation Models resourcesStep-by-step guides on managing Foundation Models resources

  • Creating a dataset for tuning a text generation model
  • Creating a dataset for tuning a text classification model

Foundation Models model tuningFoundation Models model tuning

  • Tuning a text generation model
  • Tuning a text classification model

General step-by-step guidesGeneral step-by-step guides

  • Disabling request logging

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