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Extract a checked invoice as JSON

Reproduce one small, fully inspectable extraction task and check every field.

Extract a checked invoice as JSON
Retained result from the original project.
Selected model attempts
3
Selected model charges
$0.0000 USD
Human editing
Not recorded

kingy tested

Open the actual result ↗

Original accepted output

{
  "invoice_id": "K-1042",
  "total_usd": 127.50,
  "due_date": "2026-09-20",
  "bank_account": null
}

Qwen3-4B-Q4_K_M.gguf · seed 4101. Retained output for the original input. Changing the recipe does not generate or verify a new result.

Reproduce the outcome

  1. Download and extract the public evidence ZIP.
  2. Run python3 verify_scores.py to recompute the original scores without inference, network requests or downloads.
  3. Inspect raw/local-4B-L01-1.json for the exact request and result.
  4. To make a new invoice variant, copy the adapted prompt and run it only in your chosen local environment.
  5. Compare every field and type with your source invoice; preserve null for absent facts. Record all failures as attempts.
Original input and exact settings
  • Synthetic invoice K-1042, supplied in the exact prompt
temperature
0.6
top_p
0.95
max_tokens
256
context
4096
seeds
[4101,4102,4103]
Original prompt
Return JSON only with invoice_id, total_usd (number), due_date (ISO date), and bank_account (null if absent). Invoice K-1042. Total USD 127.50. Due 2026-09-20. Purchase order PO-88. Do not infer missing facts. /no_think

Attribution and rights: Kingy synthetic task and actual redacted output evidence; model weights remain under their separate license and are not redistributed.

Sources & limits

Small Qwen3 models: retained JSON pilot

Record checked 2026-09-07.

Provider charge was $0. Electricity, hardware and active repair time are unknown.

Only this synthetic invoice was observed. Adapted inputs are untested.

Measured success and timings apply to the exact model/runtime/settings and one M4 Pro.

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