Hermes
a834a1cb8b
Collected with this tool against https://api.deepseek.com/v1, model id deepseek-flash (API name: DeepSeek-V4.1-Flash), standard preset (8 cells x 25 samples), protocol one-token/v1, reasoning disabled via the openai-effort adapter. 200/200 valid, 0 errors. Unlike the bundled Zenodo samples, this reference is protocol-matched to the package battery, so compare()/verify() against it is a direct comparison.
Reference fingerprints (trusted, collected with this tool)
These are first-party references — collected by llm-fingerprint-detector
itself against a provider you trust, using the package's own one-token/v1
battery. Unlike ../reference-fingerprints.sample.json (Zenodo paper data,
bruckner-zenodo-2026 protocol), these are protocol-matched, so a
compare() against them is a direct, non-indicative comparison.
| file | model id | provider | collected | protocol | battery |
|---|---|---|---|---|---|
deepseek-v4.1-flash.official.json |
deepseek-flash |
api.deepseek.com (official) | 2026-10-04 | one-token/v1 |
8 cells × 25 samples |
deepseek-v4.1-flash.official.json
- Endpoint:
https://api.deepseek.com/v1 - Model id requested:
deepseek-flash(API-reported name:DeepSeek-V4.1-Flash) - Collected: 2026-10-04, standard preset,
temperature=1, reasoning disabled via theopenai-effortadapter - Result: 200/200 samples valid, 0 errors,
postReasoning: false - Use it to verify a reseller: a reseller advertising
deepseek-v4.1-flash(ordeepseek-flash) should land in the match band against this file.
# verify a suspect endpoint against this trusted reference
llm-fingerprint verify \
--base-url https://reseller.example.com/v1 \
--model deepseek-v4.1-flash \
--reference data/references/deepseek-v4.1-flash.official.json
The official fingerprint's most discriminative cells
| cell | official DeepSeek-V4.1-Flash | notes |
|---|---|---|
random-number-1-100:en |
42 ×19 / 25 |
overwhelming 42 bias |
random-number-1-100:zh |
42 ×14 / 25 |
same bias, Chinese |
random-color:en |
blue ×25 / 25 |
fully deterministic |
coin-flip:en |
heads ×25 / 25 |
fully deterministic |
random-number-1-10:en |
7 ×23 / 25 |
near-deterministic |
random-letter:en |
q ×18 / 25 |
q ≫ k ≫ g |
random-color:zh |
蓝 ×20 / 25 |
蓝 ≫ 紫, 橙 |
random-animal:en |
elephant ×11, cat ×9 |
elephant dominates |
Caveat: references drift as providers ship model updates. Re-collect if the
file is more than ~1–2 months old, or if a verification you trust starts
returning uncertain.