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Add trial verification purpose + evaluation recipe link

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  1. README.md +8 -0
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@@ -37,6 +37,14 @@ configs:
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  ![Schema Validation Summary](assets/schema_validation_summary.png)
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  *Programmatic validation of this exact trial file - reproducible from `data.jsonl`.*
 
 
 
 
 
 
 
 
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  Official Open‑Source Evaluation Package (50 Rows Subset) by **springofwindslabs**
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  > 👉 **Looking for full production data?**
 
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  ![Schema Validation Summary](assets/schema_validation_summary.png)
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  *Programmatic validation of this exact trial file - reproducible from `data.jsonl`.*
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+ **What this trial verifies** — use these 50 rows to confirm, on your own stack:
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+ 1. Schema integrity (strict JSONL, matches the published schema)
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+ 2. Multi-turn / tool-use structural consistency
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+ 3. Reasoning-step structure (CoT dataset)
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+ Reproducible evaluation recipes (metrics script, Axolotl smoke-test config, Unsloth loading check):
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+ ➔ [github.com/springofwindslabs/springofwinds-datasets/evaluation](https://github.com/springofwindslabs/springofwinds-datasets/tree/main/evaluation)
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  Official Open‑Source Evaluation Package (50 Rows Subset) by **springofwindslabs**
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  > 👉 **Looking for full production data?**