Practical Guide
6 resources · page 1 of 1
GigaChat prompt engineering fundamentals
A Russian-language checklist for making GigaChat requests specific, testable and easier to revise.
GigaChain agent cookbook
Russian notebooks connect GigaChat to typed functions, retrieval and MCP tools.
Hello-Agents: build agents in Chinese
by Sizhou Chen, Tao Sun, Shufan Jiang and Datawhale contributors
Chinese explanations and code move from model calls to ReAct, planning and reflection.
Qwen2.5 LoRA fine-tuning walkthrough (Chinese)
by Datawhale self-llm contributors
Follow a concrete Chinese LoRA recipe from instruction records to a trained adapter and inference.
ruGPT training and fine-tuning examples
Inspect Russian-model fine-tuning and pretraining scripts, with explicit warnings about the legacy environment.
LLAMATOR: authorized conversational AI security testing
by Roman Neronov, Timur Nizamov and Nikita Ivanov / LLAMATOR
A Russian-origin framework for assessing your own chatbots, with reviewable test histories and reports.