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Old Zhang's AI Learning
Old Zhang's AI Learning
Feb 5, 2026 · Artificial Intelligence

Distilling GLM‑4.7‑Flash with Claude‑Opus‑4.5 for Easy Consumer‑GPU Deployment

The article explains how TeichAI used Claude‑Opus‑4.5 to generate a high‑quality 250‑sample reasoning dataset and distill the GLM‑4.7‑Flash model into a compact GGUF version that runs on a single consumer‑grade GPU via llama.cpp, detailing the workflow, quantization options, and practical considerations.

AI datasetsGGUFUnsloth
0 likes · 6 min read
Distilling GLM‑4.7‑Flash with Claude‑Opus‑4.5 for Easy Consumer‑GPU Deployment
Data Thinking Notes
Data Thinking Notes
Sep 3, 2025 · Artificial Intelligence

What Makes a High‑Quality AI Dataset and How to Evaluate It?

This article defines what constitutes a high‑quality AI dataset, explains why such datasets are crucial—especially given the dominance of English resources and the scarcity in Chinese—and outlines the scientific evaluation framework covering completeness, accuracy, balance, timeliness, consistency, relevance, and other key dimensions.

AI datasetsdataset evaluationmachine learning
0 likes · 4 min read
What Makes a High‑Quality AI Dataset and How to Evaluate It?