Runnable notebooks.
Each vertical ships with two notebooks — a builder walking the Spark training journey
as fieldkit API calls, and a user demonstrating real domain tasks against
the published model. One click opens either in Colab or Kaggle on a free GPU.
05 published.
finance-chat-notebooks
Build the finance-chat quant — and call the model — on a Spark or a free cloud GPU
The artifact → card → article loop sells the outcome but offers no runnable on-ramp: a researcher who wants to reproduce the five-variant quant, or a developer who wants to call the model, has to reconstruct the journey from prose. These two notebooks close that gap.
saul-7b-instruct-v1-notebooks
Build the Saul-7B quant — and call the legal model — on a Spark or a free cloud GPU
The artifact → card → article loop sells the outcome but offers no runnable on-ramp: a researcher who wants to reproduce the five-variant quant, or a developer who wants to call the model, has to reconstruct the journey from prose. These two notebooks close that gap.
securityllm-notebooks
Build the SecurityLLM quant — and call the model — on a Spark or a free cloud GPU
The artifact → card → article loop sells the outcome but offers no runnable on-ramp: a researcher who wants to reproduce the five-variant quant, or a developer who wants to call the model, has to reconstruct the journey from prose. These two notebooks close that gap.
ii-medical-8b-notebooks
Build the II-Medical-8B quant — and call the reasoner — on a Spark or a free cloud GPU
The artifact → card → article loop sells the outcome but offers no runnable on-ramp: a researcher who wants to reproduce the five-variant quant, or a developer who wants to call the model, has to reconstruct the journey from prose. These two notebooks close that gap.
patent-strategist-notebooks
Run the patent-strategist build — and use the model — on a Spark or a free cloud GPU
The artifact → card → article loop sells the outcome but offers no runnable on-ramp: a researcher who wants to reproduce the fine-tune, or a developer who wants to call the model, has to reconstruct the journey from prose. These two notebooks close that gap.