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ds-expert-qwen-1.5b
p4ulbr4dl3y/ds-expert-qwen-1.5b
ds-expert-qwen-1.5b is a machine learning model from p4ulbr4dl3y. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as mit.
A specialized Data Science assistant for the Russian-speaking community, optimized for local CPU execution.
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At a glance
- License
- mit
- Access
- Public
- Created
- Apr 7, 2026
- Updated
- Apr 8, 2026
- SHA
- b1f4194f
Model card
From the Hugging Face model README
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.
- License
- mit
- Languages
- ru
- Created
- Apr 7, 2026
- Updated
- Apr 8, 2026