Vizuara · SLM Engineering Bootcamp

Small language models,
built from scratch.

Real SLMs, engineered end to end by our bootcamp cohort. Every showcase is a complete pipeline: pre-training, fine-tuning, quantization, GPU inference, and deployment to phone, laptop, and cloud.

1

Showcase

7

Pipeline stages

15-45

Min walkthroughs

Data curationTokenizerPre-trainingFine-tuningQuantizationInferenceDeployment

What's inside every showcase

One link, the whole journey

A single website presenting every model they pre-trained and fine-tuned, and the process behind each one, systematic enough to teach a first-year undergrad.

Replicable by design

Each project ships an instruction.txt so you can reproduce the entire pipeline: data, training, quantization, and deployment.

Runs on your device

Offline downloads included: GGUF files, custom Android APKs, and desktop builds, with and without offline RAG.

A conference-style walkthrough

A 15-45 minute video where the builder walks through their website and explains what worked, what didn't, and why.

The showcase

1 engineer has shipped their SLM end to end. Order shuffles daily.

View the overview →