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@@ -52,6 +52,10 @@ Official evaluations were conducted using the **EleutherAI LM Evaluation Harness
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  | **GSM8K (Flexible Extract)** | Exact Match (Regex Clean) | **32.45%** | Mathematical Thought & Resolution |
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  | **GSM8K (Strict)** | Exact Match (Rigid Parse) | **19.79%** | Formatted Mathematical Output |
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  ### 🔍 Comparative Engineering Insights
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  * **Punching Above Weight Classes:** Atomight-V2.1-0.5B outpaces Meta's larger **Llama-3.2-1B-Instruct** on localized logic-retrieval metrics, clearing **59.3%** on ARC-Easy and **33.8%** on ARC-Challenge compared to Llama's *56.7%* and *31.8%* respectively.
 
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  | **GSM8K (Flexible Extract)** | Exact Match (Regex Clean) | **32.45%** | Mathematical Thought & Resolution |
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  | **GSM8K (Strict)** | Exact Match (Rigid Parse) | **19.79%** | Formatted Mathematical Output |
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+ <p align="center">
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+ <img src="OfficialBenchmarkAtomight2.1.png" alt="Atomight V2.1 Benchmark" width="500" style="max-width: 100%;">
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+ </p>
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  ### 🔍 Comparative Engineering Insights
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  * **Punching Above Weight Classes:** Atomight-V2.1-0.5B outpaces Meta's larger **Llama-3.2-1B-Instruct** on localized logic-retrieval metrics, clearing **59.3%** on ARC-Easy and **33.8%** on ARC-Challenge compared to Llama's *56.7%* and *31.8%* respectively.