Machine Learning
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LoRA fine-tuning solved our under-labeling problem. Whether it makes sense for you depends on three…
17 min read -
Adding more communication pathways between agents doesn’t necessarily improve multi-agent performance. In a controlled, reproducible…
15 min read -
A preprocessing pipeline let my car price model peek at the test set before the…
13 min read -
A reproducible Lagos case study with population data, transport access, and airspace constraints
52 min read -
How a single evaluation choice inflated my results by 25 points, and what rebuilding honestly…
10 min read -
A primer about Semi-Supervised Learning, the approaches taken with different algorithms and the limitations of…
9 min read -
How one open-source ecosystem made state-of-the-art AI accessible
6 min read -
What it actually takes to turn a company’s scattered knowledge into something an LLM can…
11 min read -
You “vibe coded” the import. Understand Adam’s optimization dynamics, why it fails spectacularly, and how…
14 min read -
In a world where human time is expensive, learn how to use it only when…
20 min read