Rewrap new score paragraphs; point baselines at the 17-model file
Browse files
README.md
CHANGED
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@@ -184,10 +184,10 @@ Base scores **75.70 %** on ArithMark 3.0, the highest sub-1B result here, and
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3.0 — the highest figure in this table — and 31.70 % here: a **61.4-point** drop,
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larger than granite-4.0-350M's 51.6. It is also the only model whose depth-3
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bucket stays within three points of its depth-2 bucket with both above chance
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(41.2 → 38.4, p = 3e−6) before falling off a cliff at depth 4 (23.6). That
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at 3.3 %. A 1.7 B model that
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single-template specialist here.
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**Scaling 0.6 B → 3.1 B buys about seven points.** Qwen3-0.6B 29.2,
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granite-1B 29.9, LFM3-1.7B 31.7, Qwen3.5-2B 36.0, SmolLM3-3B 36.5: a 5× parameter
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3.0 — the highest figure in this table — and 31.70 % here: a **61.4-point** drop,
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larger than granite-4.0-350M's 51.6. It is also the only model whose depth-3
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bucket stays within three points of its depth-2 bucket with both above chance
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(41.2 → 38.4, p = 3e−6) before falling off a cliff at depth 4 (23.6). That
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skill is concentrated in two templates: `share_then_split` 93.2 % and
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`time_clock_end` 77.3 %, with `money_discount_fee` at 3.3 %. A 1.7 B model that
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nearly aces another benchmark is still a single-template specialist here.
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**Scaling 0.6 B → 3.1 B buys about seven points.** Qwen3-0.6B 29.2,
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granite-1B 29.9, LFM3-1.7B 31.7, Qwen3.5-2B 36.0, SmolLM3-3B 36.5: a 5× parameter
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