Update README.md

README.md

@@ -20,13 +20,9 @@ configs:
     path: data/deeparithmark-1.jsonl
 ---
 
-# Deep Arithmark 1
 
-**1,000 arithmetic word problems that need 2–5 dependent operations.** Same
-format as [ArithMark 3.0](https://huggingface.co/datasets/AxiomicLabs/Arithmark-3.0)
-— finish the sentence, pick one of four continuations, chance 25 % — but the
-wrong answers are no longer ±1 of the right one, so a magnitude guess does not
-work.
+![image](https://cdn-uploads.huggingface.co/production/uploads/69c842686cf758859915159c/teBgMrvtiuqUW6ISAoPzx.png)
+
 
 > **Unofficial.** Deep Arithmark is an independent companion tier. It is not
 > affiliated with, endorsed by, or published by AxiomicLabs, the authors of
@@ -263,13 +259,3 @@ copied code.
 **Trademarks.** "ArithMark" and "AxiomicLabs" remain the property of their owner.
 Their use here is descriptive, to state which benchmark this one extends. It does
 not imply affiliation or endorsement — see the notice at the top.
-
-## Files
-
-| File | What it is |
-| --- | --- |
-| `data/deeparithmark-1.jsonl` | The dataset — 1,000 items, one JSON object per line |
-| `deeparithmark.py` | Deterministic generator, plus `selftest` and the shortcut `audit` |
-| `bench_deeparithmark.py` | Scorer with per-depth and per-template breakdowns and an ArithMark 3.0 comparison |
-| `DEEPARITHMARK_DESIGN.md` | Design rationale, fairness audit, measurement discussion |
-| `benchmarks/deeparithmark_6models.json` | Raw results for the 2026 sub-1B sweep |