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v3 card: benchmark charts from the Decision Index guide

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@@ -35,3 +35,11 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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  *tfevents* filter=lfs diff=lfs merge=lfs -text
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  tekken.json filter=lfs diff=lfs merge=lfs -text
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  tokenizer.json filter=lfs diff=lfs merge=lfs -text
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+ assets/charts/01-index-vs-size.png filter=lfs diff=lfs merge=lfs -text
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+ assets/charts/02-retrieval-classification.png filter=lfs diff=lfs merge=lfs -text
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+ assets/charts/03-tools-automation.png filter=lfs diff=lfs merge=lfs -text
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+ assets/charts/04-product-search.png filter=lfs diff=lfs merge=lfs -text
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+ assets/charts/05-claim-verification.png filter=lfs diff=lfs merge=lfs -text
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+ assets/charts/07-contract-nli.png filter=lfs diff=lfs merge=lfs -text
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README.md CHANGED
@@ -65,6 +65,27 @@ and [standardone-3b-sh-v3](https://huggingface.co/datasets/StandardThinking/Stan
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  generator was part of training (HoVer among them); evaluated items never were. The other rows are accuracy in percent
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  on identical items: the v2 column with the reference server in `code/`, the v3 column with the Standard One engine.
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  ## Changes in v3
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  - **Further training on synthetic decision data.** v3 continues from v2 on decision items built for this round, mostly our own
 
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  generator was part of training (HoVer among them); evaluated items never were. The other rows are accuracy in percent
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  on identical items: the v2 column with the reference server in `code/`, the v3 column with the Standard One engine.
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+ ## Benchmark charts
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+
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+ Decision Index 0.3 public index, board data of 2026-10-12; Standard One self-scored with the official kit (see the footnote of each chart).
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+ The same charts with notes: [Standard One SH on the Decision Index](https://standardthinking.ai/resources/guides/standard-one-sh-decision-index/).
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+
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+ ![Public index against model size](https://huggingface.co/StandardThinking/StandardOne-3B-SH/resolve/main/assets/charts/01-index-vs-size.png)
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+
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+ ![Retrieval & Classification](https://huggingface.co/StandardThinking/StandardOne-3B-SH/resolve/main/assets/charts/02-retrieval-classification.png)
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+
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+ ![Tools & Automation](https://huggingface.co/StandardThinking/StandardOne-3B-SH/resolve/main/assets/charts/03-tools-automation.png)
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+
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+ ![Product search relevance (Amazon ESCI)](https://huggingface.co/StandardThinking/StandardOne-3B-SH/resolve/main/assets/charts/04-product-search.png)
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+
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+ ![Multi-hop claim verification (HoVer)](https://huggingface.co/StandardThinking/StandardOne-3B-SH/resolve/main/assets/charts/05-claim-verification.png)
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+
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+ ![Smart-home request handling (Home appliance simulator)](https://huggingface.co/StandardThinking/StandardOne-3B-SH/resolve/main/assets/charts/06-home-appliance.png)
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+
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+ ![Contract understanding (ContractNLI)](https://huggingface.co/StandardThinking/StandardOne-3B-SH/resolve/main/assets/charts/07-contract-nli.png)
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+
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+ ![Reading chords from a score (POP909-CL)](https://huggingface.co/StandardThinking/StandardOne-3B-SH/resolve/main/assets/charts/08-chords.png)
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+
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  ## Changes in v3
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  - **Further training on synthetic decision data.** v3 continues from v2 on decision items built for this round, mostly our own
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