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README.md
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@@ -54,6 +54,4 @@ SAP-4B is a 4B-parameter agentic language model specialized in **long-horizon mu
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1. **Cross-turn argument grounding**: Consistently sources tool argument values from verifiable upstream context (prior tool returns, initial state, user messages) rather than hallucinating parameters.
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2. **Long-horizon task execution**: Handles multi-step tool workflows across long context windows, maintaining dependency chains across turns.
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3. **Deployment robustness**: Performs reliably in missing-parameter and missing-function challenge scenarios that mimic real-world imperfect inputs.
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4. **No single-turn performance degradation**: Multi-turn specialization does not hurt single-turn function calling performance, with small consistent gains on single-turn BFCL v4 splits.
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1. **Cross-turn argument grounding**: Consistently sources tool argument values from verifiable upstream context (prior tool returns, initial state, user messages) rather than hallucinating parameters.
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| 55 |
2. **Long-horizon task execution**: Handles multi-step tool workflows across long context windows, maintaining dependency chains across turns.
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| 56 |
3. **Deployment robustness**: Performs reliably in missing-parameter and missing-function challenge scenarios that mimic real-world imperfect inputs.
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