DS-Expert-Russian-Qwen-1.5B (GGUF)

A specialized Data Science assistant for the Russian-speaking community, optimized for local CPU execution.

Overview

DS-Expert is fine-tuned on Qwen2.5-1.5B-Instruct with a focus on Python's Data Science ecosystem. It provides expert-level assistance for data manipulation, visualization, and machine learning, responding strictly in Russian.

Core Expertise

• Libraries: Pandas, NumPy, Scikit-Learn, Matplotlib, Seaborn, PyTorch.
• Tasks: Data cleaning, statistical analysis, model training scripts, and debugging.
• Language: Optimized for Russian-language technical queries.

Training Details

• Dataset: coconut495/qwen_ds_russian_v1
• Topics: General Python, Classic ML, Visualization, and Deep Learning.

Local Inference

Recommended quantization: Q4_K_M for optimal quality-to-performance ratio on CPU.