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.
