AI4Pharma
PharmFast

Model workbench

Load a validated example or write your own NM-TRAN control stream. PharmCode checks it against PharmFast as you type — autocomplete, inline lint, and a live validity verdict — so an unsupported model is caught before you Fit, never after. Pick a bundled demo dataset and click Fit; parameter estimates and diagnostics appear inline. Or talk to the PharmCode assistant beside the editor: ask what the engine can and cannot run, attach a non-confidential control stream, and have it write a deck you can Apply & Fit in one click. This public preview is not for proprietary data.

NM-TRAN Control StreamPharmCode
Autocomplete, inline lint, and a live PharmFast validity check as you type. Known unsupported constructs such as $MSFI are flagged before a fit. Press ⌘K / Ctrl+K to ask PharmCode about the selected lines.

Public preview: bundled demo datasets only. Do not submit confidential data.

(load a model to see routing)

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Load an example, optionally edit the control stream, select a dataset, and click Fit.

AI4Pharma PharmFastCPU mode