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LOCAL AI / PRACTICAL TASKS

Choose a job.
Check its exact setup.

Compare your selected computer and settings with retained task runs. Download a public sample, run its original verifier and use version-scoped troubleshooting when it fails.

Invoice extraction and cited PDF search have narrow, dated Mac evidence. Three coding attempts failed the unchanged public fixture. The final prompt supplied implementation guidance; coding remains unqualified and the request budget is exhausted. Existing corrected-note kits remain available.

All existing work kits and local answer checkers →

OWN INPUT / PILOT SOFTWARE

Work with your own short USD invoice

The retained task cards below keep their dated public sample evidence. The new own-input extension adds local source review and JSON/CSV export; fresh own-input model qualification and reader recovery remain unestablished.

Start your own invoice locally →

1. Select your hardware and runtime

These are declared settings. This page does not scan or test your computer. Defaults display the retained Mac setup so you can inspect its evidence; change every value that differs.

Exact artifact: official Qwen3-4B Q4_K_M, 2,497,280,256 bytes. One complete GGUF, revision bc640142c66e1fdd12af0bd68f40445458f3869b. Pinned model source.

Fixed tested execution settings: CPU only; 4 inference threads, 4 batch threads, F16 K/V, one slot. Retained invoice/PDF samples use Python 3.12.14; PDF parsing requires pypdf 6.10.0. Coding checker uses Python 3.14.0. The coding runner checks the declared hardware, OS and Python before launching. The .4 prompt supplies implementation guidance after failures; it is not an independent coding evaluation. Model downloads and runtime installation are intentional setup steps; this page downloads neither.

Memory fit and compatibility are separate

Exact CPU memory fit: insufficient information. Low/high allocation, headroom and capacity reserves are unavailable for this CPU task configuration in the retained shared estimator. Process RSS in a task receipt is not a capacity requirement. No fit or speed verdict is inferred from the file size or a task pass.

The existing shared estimator covers other supported execution settings. Open hardware/model planning · Local Lab estimator and sources. Changing context or model requires recalculation there and task requalification here.

2. Choose a task and its original verifier

Extract an invoice

Turn a small text invoice into four typed fields, preserving a missing bank account as null.

One public synthetic sample passed on 2026-10-28 UTC; 4.181 s answer time and 5.912 s startup. This is dated shared-machine observation, not a general quality or speed estimate.

Download retained working sample kit ↓ · Check the public sample locally

ZIP 64,591 bytes. SHA-256 51a339ef686c7f064327d6396d6d8ca45361e42044cfa47042b8b13f62ae9eaf

A self-test failed → inspect matching troubleshooting

Repair integer billing rounding

One public Python fixture and seven unchanged tests; no general coding ability claim.

Three actual model attempts failed. The .2 baseline rejected neither boolean; the .3 correction also overbilled exact minutes. On October 31 UTC, the .4 supplied-guidance attempt failed True and False rejection; independent replay also failed. The three-request budget is exhausted. No further automatic model tests.

Download coding fixture and retained failures (unqualified) ↓ · Inspect coding manifest

ZIP 27,049 bytes. SHA-256 bac9cff4f68362f0aba3cae1553b73228e76aec44a3e11826398400826cdd094

Retained failures and supplied guidance

The .2 baseline, .3 failure, and .4 failure are separate observed runs. The .4 prompt explicitly supplied exact type and integer-ceiling guidance after reviewing failures. This is not an independent coding competence test. The original source and seven tests remain unchanged.

A separate authored control passed a replay, but is not model output or a reproduced model repair. The ZIP retains the model responses and labeled projections.

A self-test failed → inspect matching troubleshooting

3. Diagnose, then rerun the original task

These existing Fix Finder records retain their own exact task and settings. A matching runtime is a reference, not a reproduced repair for your task. Keep the original failure; apply only a supported correction; recalculate changed memory settings; rerun the unchanged verifier. No log text or commands are uploaded or executed by this page.

Return to the invoice verifier → · Browse existing Fix Finder diagnostics

Source health and evidence dates

Journey registry 20261102.1 retains invoice and PDF task runs dated October 28 UTC and coding failures dated October 30–31 UTC. No measurement date is refreshed by packaging, a metadata check or replaying an output. New runtime metadata cannot inherit a task pass.

Versioned task registry (JSON) · Exact pinned metadata and package health. The health report covers source and package integrity only; it does not qualify this machine or a current runtime.

Setup links contain public configuration fields only. No accounts, uploads or per-visitor AI calls. No telemetry is added. A download is not evidence that the reader ran the task.